diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 00000000..92315f8c --- /dev/null +++ b/.gitattributes @@ -0,0 +1,3 @@ +# Preserve raw benchmark snapshots across platform-specific newline settings. +/bench/data/**/*.json -text +/bench/data/**/*.log -text diff --git a/.gitignore b/.gitignore index 94fed8a4..462da653 100644 --- a/.gitignore +++ b/.gitignore @@ -1,4 +1,5 @@ /target +bench/server/target/ # Byte-compiled / optimized / DLL files __pycache__/ @@ -86,6 +87,11 @@ dist keylog.txt *.json +!/bench/data/**/*.json +!/bench/data/**/*-stdout.log +!/bench/data/**/*-stderr.log *.csv docs/site +docs/source/benchmark.md +docs/source/assets/benchmark/ *.pdb diff --git a/.readthedocs.yaml b/.readthedocs.yaml index 5189690f..983c23d6 100644 --- a/.readthedocs.yaml +++ b/.readthedocs.yaml @@ -15,7 +15,7 @@ build: - python -m pip install -r docs/requirements.txt build: html: - - python -m zensical build -f docs/mkdocs.yml + - python docs/build.py post_build: - mkdir -p $READTHEDOCS_OUTPUT/html/ - cp --recursive docs/site/* $READTHEDOCS_OUTPUT/html/ diff --git a/README.md b/README.md index e046e5b2..413500ed 100644 --- a/README.md +++ b/README.md @@ -74,7 +74,7 @@ Due to the complexity of TLS encryption and the widespread adoption of HTTP/2, b 2. **Device Emulation** -**TLS** and **HTTP/2** fingerprints are often identical across various browser models because these underlying protocols evolve slower than browser release cycles. **100+ browser device emulation [profiles](https://python.wreq.org/en/latest/getting-started/introduction/#behavior)** are maintained in **wreq**. +**TLS** and **HTTP/2** fingerprints are often identical across various browser models because these underlying protocols evolve slower than browser release cycles. **100+ browser device emulation [profiles](https://python.wreq.org/en/latest/api/emulation/#wreq.emulation.Profile)** are maintained in **wreq**. ## Building @@ -107,7 +107,7 @@ maturin build --release ## Benchmark -Outperforms `requests`, `httpx`, `aiohttp`, and `curl_cffi` according to our [benchmark](https://github.com/0x676e67/wreq-python/tree/main/bench) suite driven by [pyperf](https://github.com/psf/pyperf), though results are for reference only as they vary by environment. +Our [benchmark suite](https://github.com/0x676e67/wreq-python/tree/main/bench) compares Python HTTP clients over HTTPS HTTP/1.1 and HTTP/2. It tests complete and streamed uploads, reading every response to the end. The results include client versions and machine details so you can check the conditions behind each measurement. Performance varies by workload and environment. ## Services diff --git a/bench/README.md b/bench/README.md index 3eea87e6..53c619ad 100644 --- a/bench/README.md +++ b/bench/README.md @@ -1,43 +1,164 @@ -# Benchmark +# HTTPS benchmarks -benchmark between wreq and other python http clients +This suite compares Python HTTP clients over HTTPS HTTP/1.1 and HTTP/2. It +follows the workload model of the Rust wreq benchmark: Full or Stream request +bodies, with every echoed response streamed to EOF. Async and blocking results +are reported separately. -Sync clients ------- +## Workload -- curl_cffi -- requests -- niquests -- pycurl -- httpx -- wreq -- ry +- Async: one reused client per case, with 10, 50, 100, or 150 closed-loop workers. +- Blocking: one reused client per logical worker, using a persistent thread + pool. Submit a whole worker batch, not one executor task per request. +- Seven payload and upload-chunk cases matching the Rust benchmark, listed below. +- A local Rust TLS 1.3 echo server, restricted to the selected protocol by ALPN. +- Async clients: wreq default runtime, wreq single worker, pyreqwest + single-threaded and multithreaded runtimes, ry, httpx, aiohttp, niquests, and + curl_cffi. +- Blocking clients: wreq, ry, requests, httpx, niquests, curl_cffi, and pycurl. +- Three rounds, each with one warmup and one timed batch of 300 requests. + Case order is shuffled with a recorded seed. +- Status, negotiated HTTP version, and total response length are checked for + every request. Unsupported protocol or upload combinations are reported as + N/A, not downgraded or silently substituted. TLS verification is disabled + only for the local self-signed + benchmark certificate. Proxy environment variables are not used. -Async clients ------- +Client construction is outside the timer. Timed batches include uploads, TLS +and HTTP processing, and response iteration; they are not isolated TLS IO +measurements. Untimed requests establish reusable connections. Client variants +run in separate processes; async clients use standard asyncio rather than +uvloop. Blocking results include thread-pool scheduling, and their independent +worker clients have separate connection pools. -- curl_cffi -- httpx -- niquests -- aiohttp -- wreq -- ry +| Upload / echo payload | Stream upload chunk | +| --- | --- | +| 1 KiB | 1 KiB | +| 10 KiB | 10 KiB | +| 64 KiB | 16 KiB | +| 128 KiB | 32 KiB | +| 1 MiB | 64 KiB | +| 2 MiB | 128 KiB | +| 4 MiB | 256 KiB | -Target ------- +Both Full and Stream uploads are tested for every payload and concurrency. +The complete matrix contains 1,680 supported cells across 16 client variants; +each cell has three measured rounds. The Rust benchmark uses Criterion and +600 requests per iteration; this suite uses fixed batches of 300 requests. +Custom payload sizes use upload chunks of at most 64 KiB. +## Run locally -All the clients run with session/client enabled. +Use CPython 3.14 and a Rust toolchain compatible with the manifests. BoringSSL +requires CMake, Clang, and the usual native build tools. -## Run benchmark +```bash +uv venv --python 3.14 +uv pip install -r bench/requirements.txt +uv run --no-sync maturin develop --release --uv --locked +cargo build --release --locked --manifest-path bench/server/Cargo.toml +uv run --no-sync python bench/run.py \ + --server bench/server/target/release/wreq-benchmark-server +``` + +On Windows, the server executable ends in `.exe`. If Cargo uses a custom target +directory, pass the actual executable path to `--server`. + +`bench/run.py` passes workload options to the measurement runner. Before it +starts, it prints the number of cases and batches. It saves stdout/stderr logs +beside the raw JSON and generates an English `.report.md` once validation passes. + +The default suite has 1,680 supported cases, 5,040 timed batches and the same +number of warm-up batches. Allow several hours for a full run. The setup commands +above prepare the dependencies and native binaries; the runner won't install or +build them for you. Publishing the results to the docs is optional. + +The saved WSL measurements built wreq with `--features jemalloc` in addition +to the release flags above. Check a run's build records for its allocator and +toolchain. The setup command above uses the platform's default allocator. + +For an integration check, use the same clients and protocols with fewer +requests. This smoke run checks behavior; it isn't enough to rank performance: ```bash -# Install project + benchmark dependencies -pip install -e .[bench] +uv run --no-sync python bench/run.py \ + --server bench/server/target/release/wreq-benchmark-server \ + --sizes 10240,1048576 --concurrency 2 --requests 4 \ + --rounds 1 --warmup 0 --samples 1 --output bench/data/smoke/RUN.json +uv run --no-sync python -m pytest bench/test_*.py +``` + +## Results and interpretation + +The JSON records the source SHA and dirty state, Python and package versions, +CPU model, operating system, machine architecture, logical CPU count, runtime +configurations, native module hashes, server hash, and individual timings. +Results are written atomically only after all supported combinations in the +requested matrix pass validation. -# Start server -python server.py +Requests/s is total completed requests divided by total elapsed seconds, not an +arithmetic mean of rates. MB/s counts the response payload only, in decimal MB; +the timer includes both upload and download. Responses are streamed, never +collected into a complete body. Native streaming interfaces are used where +available; adapters requiring a read size use documented 64 KiB reads. -# Run benchmark suite -python benchmark.py +Other programs on the machine compete for CPU and I/O. Repeat measurements and +check their environments before treating a difference as stable. A client that +wins here may perform differently in your application. These tests also don't +measure browser-emulation compatibility. + +Compare two snapshots with identical recorded workloads and compatible metadata: + +```bash +uv run --no-sync python bench/compare.py \ + --before bench/data/BEFORE.json --after bench/data/AFTER.json \ + --output bench/data/COMPARISON.md ``` + +The English report shows each case's RPS change and variation between rounds. +That variation isn't a confidence interval. Running one snapshot after another +also doesn't isolate TLS I/O improvements; check the build and harness records +before attributing a change. Omit `--output` to print UTF-8 Markdown to stdout. +File exports refuse to overwrite any existing path, including the input JSON. + +## Stored data and documentation + +We run the benchmarks locally, outside GitHub Actions, and keep JSON snapshots +in [`bench/data`](data/) on `main`. Without `--output`, the runner creates a +timestamped filename containing the measured source SHA. If you supply an output +path, it must be new. Completed runs never overwrite an earlier snapshot. + +Keep every completed snapshot. After reviewing a full measurement, select it +with: + +```bash +uv run --no-sync python bench/run.py --input bench/data/RUN.json --publish +``` + +`--input` reads a saved run and generates its report, or reuses the report if its +contents match. It never starts a measurement. With `--publish`, the runner also +freezes the candidate JSON and builds the docs. Only a successful build lets it +atomically select the original bytes as `bench/data/latest.json`. Historical +JSON, logs and reports stay untouched. + +Smoke runs belong in `bench/data/smoke/` and cannot be published. Publication +requires the complete default matrix, at least 300 requests per batch and +three rounds, with at least one warm-up and timed sample per round. These checks +confirm coverage; you still need to review the quality of the measurements. + +Use `--build-docs` instead of `--publish` to preview a complete recorded matrix +without changing `latest.json`. If your docs dependencies are in a separate +virtual environment, add `--docs-python PATH/TO/python`. You can also pass +`--publish` to a new measurement to run those steps after it finishes. The +runner doesn't commit, push or enable benchmarks in CI. + +`python docs/build.py` reads and validates the checked-in `bench/data/latest.json`. +It generates responsive light/dark SVG charts and fills +`docs/templates/benchmark.md` with body-size controls and expandable tables. +The built site includes a frozen raw JSON download. The build won't fetch +measurements or start a benchmark, and missing or invalid data stops it. +Read the Docs uses this same entry point. + +Use `python docs/build.py --data bench/data/RUN.json` to preview another run. +Each measurement shows its source revision and whether the checkout had +uncommitted changes. Saving data on `main` doesn't change which code was tested. diff --git a/bench/async_clients.py b/bench/async_clients.py new file mode 100644 index 00000000..fc45ea5b --- /dev/null +++ b/bench/async_clients.py @@ -0,0 +1,209 @@ +"""HTTPS adapters for the original Python asyncio benchmark clients.""" + +from contextlib import asynccontextmanager +import ssl +from urllib.parse import urlsplit + +if __package__: + from .workloads import prepare_chunks +else: + from workloads import prepare_chunks + +CLIENTS = ("httpx", "aiohttp", "niquests", "curl_cffi") +PACKAGE = {client: client for client in CLIENTS} +CAPABILITIES = { + client: { + "api": "async", + "protocols": ["h1"] if client == "aiohttp" else ["h1", "h2"], + "body_kinds": ["full", "stream"], + } + for client in CLIENTS +} +RESPONSE_READ = { + "httpx": "aiter_raw(): native transport chunks", + "aiohttp": "iter_any(): available response chunks", + "niquests": "iter_raw(65536): reads of at most 64 KiB", + "curl_cffi": "aiter_content(): libcurl callback chunks", +} +RESPONSE_CHUNK_BYTES = 65536 +# Match niquests' connection pool and curl_cffi's handle pool to concurrency 150. +POOL_LIMIT = 150 + + +def validate_target(url): + target = urlsplit(url) + if ( + target.scheme != "https" + or target.hostname not in {"127.0.0.1", "localhost", "::1"} + or target.username is not None + ): + raise ValueError("Unverified benchmark TLS is restricted to HTTPS loopback") + + +def tls_context(): + context = ssl.SSLContext(ssl.PROTOCOL_TLS_CLIENT) + context.check_hostname = False + context.verify_mode = ssl.CERT_NONE + context.minimum_version = context.maximum_version = ssl.TLSVersion.TLSv1_3 + context.set_alpn_protocols(["http/1.1"]) + return context + + +def validation(status, actual, protocol, total, expected): + if status != 200 or actual != protocol or total != expected: + raise RuntimeError( + f"Expected 200/{protocol}/{expected} bytes, received " + f"{status}/{actual}/{total} bytes" + ) + return {"status": status, "protocol": actual, "response_bytes": total} + + +async def parts(chunks): + for chunk in chunks: + yield chunk + + +@asynccontextmanager +async def operations(client_id, protocol, url, body, body_kind): + validate_target(url) + capability = CAPABILITIES[client_id] + if ( + protocol not in capability["protocols"] + or body_kind not in capability["body_kinds"] + ): + raise ValueError(f"Unsupported benchmark: {client_id}/{protocol}/{body_kind}") + # Construct chunks outside timed batches; each request gets a fresh iterator. + chunks = prepare_chunks(body, body_kind) + + if client_id == "httpx": + import httpx + + async with httpx.AsyncClient( + verify=tls_context(), + trust_env=False, + http1=protocol == "h1", + http2=protocol == "h2", + timeout=None, + limits=httpx.Limits(max_connections=None, max_keepalive_connections=None), + ) as client: + + async def post(): + async with client.stream( + "POST", url, content=parts(chunks) if chunks else body + ) as response: + total = 0 + async for chunk in response.aiter_raw(): + total += len(chunk) + actual = {"HTTP/1.1": "h1", "HTTP/2": "h2"}.get( + response.http_version + ) + return validation( + response.status_code, actual, protocol, total, len(body) + ) + + yield post + + elif client_id == "aiohttp": + import aiohttp + + async with aiohttp.ClientSession( + connector=aiohttp.TCPConnector(ssl=tls_context(), limit=0), + trust_env=False, + auto_decompress=False, + timeout=aiohttp.ClientTimeout(total=None), + ) as client: + + async def post(): + async with client.post( + url, data=parts(chunks) if chunks else body, allow_redirects=False + ) as response: + total = 0 + async for chunk in response.content.iter_any(): + total += len(chunk) + actual = "h1" if response.version == aiohttp.HttpVersion11 else None + return validation( + response.status, actual, protocol, total, len(body) + ) + + yield post + + elif client_id == "niquests": + import niquests + from niquests.packages.urllib3 import disable_warnings + from niquests.packages.urllib3.exceptions import InsecureRequestWarning + + disable_warnings(InsecureRequestWarning) + + async with niquests.AsyncSession( + verify=False, + retries=0, + disable_http1=protocol == "h2", + disable_http2=protocol == "h1", + disable_http3=True, + pool_maxsize=POOL_LIMIT, + revocation_configuration=None, + tls_configuration=niquests.TLSConfiguration( + backend="ssl", + min_version=ssl.TLSVersion.TLSv1_3, + max_version=ssl.TLSVersion.TLSv1_3, + ), + ) as client: + client.trust_env = False + + async def post(): + async with await client.post( + url, + data=parts(chunks) if chunks else body, + stream=True, + allow_redirects=False, + ) as response: + total = 0 + async for chunk in await response.iter_raw(RESPONSE_CHUNK_BYTES): + total += len(chunk) + actual = {11: "h1", 20: "h2"}.get(response.http_version) + return validation( + response.status_code, actual, protocol, total, len(body) + ) + + yield post + + elif client_id == "curl_cffi": + from curl_cffi import CurlHttpVersion, CurlOpt, CurlSslVersion + from curl_cffi.requests import AsyncSession + + version = ( + CurlHttpVersion.V1_1 + if protocol == "h1" + else CurlHttpVersion.V2_PRIOR_KNOWLEDGE + ) + async with AsyncSession( + max_clients=POOL_LIMIT, + verify=False, + trust_env=False, + allow_redirects=False, + timeout=None, + http_version=version, + curl_options={ + CurlOpt.PROXY: "", + # libcurl encodes the maximum TLS version in the high 16 bits. + CurlOpt.SSLVERSION: int(CurlSslVersion.TLSv1_3) + | (int(CurlSslVersion.TLSv1_3) << 16), + }, + ) as client: + + async def post(): + async with client.stream( + "POST", url, content=parts(chunks) if chunks else body + ) as response: + total = 0 + async for chunk in response.aiter_content(): + total += len(chunk) + actual = { + CurlHttpVersion.V1_1: "h1", + CurlHttpVersion.V2_0: "h2", + }.get(response.http_version) + return validation( + response.status_code, actual, protocol, total, len(body) + ) + + yield post diff --git a/bench/benchmark.py b/bench/benchmark.py index e4c91478..e7893c0f 100644 --- a/bench/benchmark.py +++ b/bench/benchmark.py @@ -1,589 +1,577 @@ -"""pyperf-based HTTP client benchmark suite. - -Each benchmark measures *concurrent* HTTP throughput: the reported value is -wall-clock time per request (after normalising by --http-requests), so lower -is better. req/s ≈ 1 / mean_seconds. - -Usage:: - - python benchmark.py # 3 processes, 3 values, 1 warmup - python benchmark.py --fast # quick estimate (~1 process) - python benchmark.py --rigorous # more accurate (6 processes) - python benchmark.py -o results.json # save JSON for later comparison - python benchmark.py --http-requests=200 --http-workers=16 - python benchmark.py -v # verbose: show each value as it lands -""" +"""HTTPS echo throughput with Full/Stream uploads and streamed responses.""" from __future__ import annotations +import argparse import asyncio -import inspect +from concurrent.futures import ThreadPoolExecutor +from contextlib import ExitStack, asynccontextmanager +from datetime import datetime, timezone +import hashlib +import json +import os +from pathlib import Path +import platform +import random +import subprocess import sys import threading -import urllib.error -import urllib.request -from concurrent.futures import ThreadPoolExecutor, as_completed -from dataclasses import dataclass -from importlib.metadata import PackageNotFoundError, version -from io import BytesIO -from typing import Any, Awaitable, Callable - -import pyperf - -# Import all HTTP clients -import pycurl -import aiohttp -import httpx -import niquests -import requests -import curl_cffi -import curl_cffi.requests -import wreq -import wreq.blocking -import ry - -try: - import uvloop # type: ignore -except ImportError: - uvloop = None +import time +import traceback +from urllib.parse import urlsplit + +if __package__: + from .clients import ( + CAPABILITIES, + CLIENTS, + blocking_operations, + metadata, + operations, + supports, + ) + from .results import aggregate, validate_document, write_atomic + from .workloads import ( + BODY_CASES, + CONCURRENCY_CASES, + STREAM_CHUNK_BYTES, + prepare_chunks, + upload_chunk_bytes, + ) else: - uvloop.install() - -# --------------------------------------------------------------------------- -# Constants -# --------------------------------------------------------------------------- - -PAYLOAD_SIZES = ("20k", "50k", "200k") - - -# --------------------------------------------------------------------------- -# Dataclasses -# --------------------------------------------------------------------------- - - -@dataclass(frozen=True) -class BenchmarkCase: - id: str - runner: Callable[..., None] - - -@dataclass(frozen=True) -class AsyncBenchmarkCase: - id: str - runner: Callable[[str, int], Awaitable[None]] - - -class PycurlSession: - def __init__(self): - self.c = pycurl.Curl() - self.content = None - - def close(self): - self.c.close() - - def __del__(self): - self.close() - - def get(self, url): - buffer = BytesIO() - self.c.setopt(pycurl.URL, url) - self.c.setopt(pycurl.WRITEDATA, buffer) - self.c.perform() - self.content = buffer.getvalue() - return self - - @property - def text(self) -> bytes | None: - return self.content - - -# --------------------------------------------------------------------------- -# Utility helpers -# --------------------------------------------------------------------------- - - -def add_package_version(packages: list[tuple[str, Any]]) -> list[tuple[str, Any]]: - results = [] - for name, target in packages: - try: - label = f"{name} {version(name)}" - except PackageNotFoundError: - label = name - results.append((label, target)) - return results - - -def maybe_close(resource: Any) -> None: - close = getattr(resource, "close", None) - if callable(close): - close() - - -async def maybe_aclose(resource: Any) -> None: - close = getattr(resource, "close", None) - if not callable(close): - return - result = close() - if inspect.isawaitable(result): - await result - - -# --------------------------------------------------------------------------- -# Concurrency helpers -# --------------------------------------------------------------------------- - - -def _run_concurrent_requests( - fetch_fn: Callable[[], None], count: int, workers: int -) -> None: - """Run *fetch_fn* concurrently *count* times using at most *workers* threads.""" - with ThreadPoolExecutor(max_workers=min(workers, count)) as executor: - futures = [executor.submit(fetch_fn) for _ in range(count)] - for future in as_completed(futures): - future.result() - - -def run_parallel_non_session_case( - runner_fn: Callable[[str], None], url: str, count: int, workers: int -) -> None: - """Parallel non-session: each worker creates its own client.""" - _run_concurrent_requests(lambda: runner_fn(url), count, workers) - - -# --------------------------------------------------------------------------- -# Sync session benchmarks (shared client, concurrent requests) -# --------------------------------------------------------------------------- - - -def requests_session_test(url: str, count: int, workers: int) -> None: - with requests.Session() as s: - _run_concurrent_requests(lambda: s.get(url).content, count, workers) - s.close() - - -def httpx_session_test(url: str, count: int, workers: int) -> None: - with httpx.Client() as s: - _run_concurrent_requests(lambda: s.get(url).content, count, workers) - s.close() - - -def niquests_session_test(url: str, count: int, workers: int) -> None: - with niquests.Session() as s: - _run_concurrent_requests(lambda: s.get(url).content, count, workers) - s.close() - - -def curl_cffi_session_test(url: str, count: int, workers: int) -> None: - with curl_cffi.requests.Session() as s: - _run_concurrent_requests(lambda: s.get(url).content, count, workers) - s.close() - - -def wreq_blocking_session_test(url: str, count: int, workers: int) -> None: - with wreq.blocking.Client() as s: - _run_concurrent_requests(lambda: s.get(url).bytes(), count, workers) - s.close() - - -def pycurl_session_test(url: str, count: int, workers: int) -> None: - # pycurl Curl handles are not thread-safe; use thread-local storage so each - # worker thread gets its own handle that persists across its assigned requests. - _local = threading.local() + from clients import ( + CAPABILITIES, + CLIENTS, + blocking_operations, + metadata, + operations, + supports, + ) + from results import aggregate, validate_document, write_atomic + from workloads import ( + BODY_CASES, + CONCURRENCY_CASES, + STREAM_CHUNK_BYTES, + prepare_chunks, + upload_chunk_bytes, + ) - def _fetch() -> None: - if not hasattr(_local, "curl"): - _local.curl = pycurl.Curl() - buf = BytesIO() - _local.curl.setopt(pycurl.URL, url) - _local.curl.setopt(pycurl.WRITEDATA, buf) - _local.curl.perform() - _run_concurrent_requests(_fetch, count, workers) +def csv_choices(value, choices): + values = value.split(",") + if ( + not values + or len(values) != len(set(values)) + or any(v not in choices for v in values) + ): + raise argparse.ArgumentTypeError( + f"Use unique comma-separated values from {', '.join(choices)}" + ) + return values -def ry_blocking_session_test(url: str, count: int, workers: int) -> None: - s = ry.BlockingClient() +def csv_positive(value): try: - _run_concurrent_requests(lambda: s.get(url).bytes(), count, workers) - finally: - maybe_close(s) - - -# --------------------------------------------------------------------------- -# Sync non-session benchmarks (one request per call; parallelism is external) -# --------------------------------------------------------------------------- - - -def requests_non_session_test(url: str) -> None: - with requests.get(url) as resp: - resp.content - resp.close() - - -def httpx_non_session_test(url: str) -> None: - resp = httpx.get(url) - _ = resp.content - resp.close() - - -def niquests_non_session_test(url: str) -> None: - with niquests.get(url) as resp: - _ = resp.content - resp.close() - - -def curl_cffi_non_session_test(url: str) -> None: - resp = curl_cffi.requests.get(url) - _ = resp.content - resp.close() - - -def wreq_blocking_non_session_test(url: str) -> None: - with wreq.blocking.get(url) as resp: - resp.bytes() - resp.close() - - -def pycurl_non_session_test(url: str) -> None: - s = PycurlSession() + values = [int(v) for v in value.split(",")] + except ValueError as exc: + raise argparse.ArgumentTypeError( + "Use comma-separated positive integers" + ) from exc + if not values or min(values) < 1 or len(values) != len(set(values)): + raise argparse.ArgumentTypeError("Use unique positive integers") + return values + + +def positive(value): + value = int(value) + if value < 1: + raise argparse.ArgumentTypeError("Must be positive") + return value + + +def nonnegative(value): + value = int(value) + if value < 0: + raise argparse.ArgumentTypeError("Must not be negative") + return value + + +def parse_args(argv=None): + parser = argparse.ArgumentParser(description=__doc__) + parser.add_argument( + "--server", type=Path, help="Built bench/server TLS echo executable" + ) + parser.add_argument( + "--clients", type=lambda v: csv_choices(v, CLIENTS), default=list(CLIENTS) + ) + parser.add_argument( + "--protocols", type=lambda v: csv_choices(v, ("h1", "h2")), default=["h1", "h2"] + ) + parser.add_argument( + "--sizes", + type=csv_positive, + default=list(BODY_CASES), + metavar="BYTES,...", + ) + parser.add_argument("--concurrency", type=csv_positive, default=CONCURRENCY_CASES) + parser.add_argument( + "--body-kinds", + type=lambda v: csv_choices(v, ("full", "stream")), + default=["full", "stream"], + ) + parser.add_argument("--rounds", type=positive, default=3) + parser.add_argument("--warmup", type=nonnegative, default=1) + parser.add_argument("--samples", type=positive, default=1) + parser.add_argument("--requests", type=positive, default=300) + parser.add_argument("--server-workers", type=positive, default=4) + parser.add_argument( + "--case-timeout", + type=positive, + default=120, + help="Seconds allowed for each client case", + ) + parser.add_argument("--seed", type=int, default=160130) + parser.add_argument( + "--output", type=Path, help="New JSON snapshot path; must not exist" + ) + parser.add_argument("--worker", choices=CLIENTS, help=argparse.SUPPRESS) + args = parser.parse_args(argv) + if args.worker is None: + if args.server is None: + parser.error("--server is required") + if args.requests < max(args.concurrency): + parser.error("--requests must be at least the largest --concurrency") + if not any( + supports(client, protocol, kind) + for client in args.clients + for protocol in args.protocols + for kind in args.body_kinds + ): + parser.error("Selected clients do not support the requested workload") + return args + + +async def closed_loop(operation, requests, concurrency): + """Keep a fixed number of workers; each starts its next request after EOF.""" + worker_count = min(concurrency, requests) + per_worker, remainder = divmod(requests, worker_count) + + async def run(count): + for _ in range(count): + await operation() + + async with asyncio.TaskGroup() as group: + for index in range(worker_count): + group.create_task(run(per_worker + (index < remainder))) + + +async def run_case(client, request): + if CAPABILITIES[client]["api"] == "blocking": + return await asyncio.to_thread(run_blocking_case, client, request) + body = b"x" * request["payload_bytes"] + async with operations( + client, request["protocol"], request["url"], body, request["body_kind"] + ) as post: + # The untimed request validates status, protocol, EOF and echoed length. + validation = await post() + + async def batch(): + cpu_start = time.process_time() + start = time.perf_counter() + await closed_loop(post, request["requests"], request["concurrency"]) + return { + "seconds": time.perf_counter() - start, + "cpu_seconds": time.process_time() - cpu_start, + } + + warmup = [await batch() for _ in range(request["warmup"])] + samples = [await batch() for _ in range(request["samples"])] + return {"warmup": warmup, "samples": samples, "validation": validation} + + +def run_blocking_case(client, request): + """Reuse one client per logical worker, submitting whole closed-loop batches.""" + body = b"x" * request["payload_bytes"] + chunks = prepare_chunks(body, request["body_kind"]) + workers = min(request["concurrency"], request["requests"]) + quotient, remainder = divmod(request["requests"], workers) + with ExitStack() as stack: + posts = [ + stack.enter_context( + blocking_operations( + client, + request["protocol"], + request["url"], + body, + request["body_kind"], + chunks=chunks, + ) + ) + for _ in range(workers) + ] + # Establish each worker's reusable connection before any timing. + validation = posts[0]() + if any(post() != validation for post in posts[1:]): + raise RuntimeError("Blocking workers returned inconsistent validations") + with ThreadPoolExecutor(max_workers=workers) as executor: + + def batch(): + stopped = threading.Event() + + def run(post, count): + try: + for _ in range(count): + if stopped.is_set(): + break + post() + except BaseException: + stopped.set() + raise + + cpu_start = time.process_time() + start = time.perf_counter() + futures = [ + executor.submit(run, post, quotient + (i < remainder)) + for i, post in enumerate(posts) + ] + try: + for future in futures: + future.result() + finally: + stopped.set() + # No client is closed while another thread is still using it. + for future in futures: + future.cancel() + for future in futures: + if not future.cancelled(): + try: + future.result() + except BaseException: + pass + return { + "seconds": time.perf_counter() - start, + "cpu_seconds": time.process_time() - cpu_start, + } + + warmup = [batch() for _ in range(request["warmup"])] + samples = [batch() for _ in range(request["samples"])] + return {"warmup": warmup, "samples": samples, "validation": validation} + + +async def worker(client): + # This happens before importing libraries, including those without no_proxy(). + for name in list(os.environ): + if name.lower() in {"http_proxy", "https_proxy", "all_proxy", "no_proxy"}: + del os.environ[name] + os.environ["NO_PROXY"] = "*" + os.environ["no_proxy"] = "*" try: - s.get(url).content - finally: - maybe_close(s) - - -def ry_blocking_non_session_test(url: str) -> None: - s = ry.BlockingClient() + print(json.dumps({"ok": True, "metadata": metadata(client)}), flush=True) + while line := await asyncio.to_thread(sys.stdin.readline): + request = json.loads(line) + if request.get("stop"): + return + async with asyncio.timeout(request["case_timeout"]): + result = await run_case(client, request) + print(json.dumps({"ok": True, "result": result}), flush=True) + except Exception: + print(json.dumps({"ok": False, "error": traceback.format_exc()}), flush=True) + raise SystemExit(1) + + +async def stop_process(process, command=None): + if process.returncode is not None: + return try: - s.get(url).bytes() - finally: - maybe_close(s) - - -# --------------------------------------------------------------------------- -# Async session benchmarks (shared client, asyncio.gather) -# --------------------------------------------------------------------------- - - -async def httpx_async_session_test(url: str, count: int) -> None: - async with httpx.AsyncClient() as s: - await asyncio.gather(*[s.get(url) for _ in range(count)]) - - -async def aiohttp_async_session_test(url: str, count: int) -> None: - async with aiohttp.ClientSession() as s: - - async def _fetch() -> None: - async with await s.get(url) as resp: - await resp.read() - - await asyncio.gather(*[_fetch() for _ in range(count)]) - - -async def niquests_async_session_test(url: str, count: int) -> None: - s = niquests.AsyncSession() + if command is not None: + process.stdin.write(command) + await process.stdin.drain() + process.stdin.close() + async with asyncio.timeout(10): + await process.wait() + return + except (TimeoutError, OSError, ConnectionError): + pass + if process.returncode is None: + try: + process.terminate() + except ProcessLookupError: + return + try: + async with asyncio.timeout(5): + await process.wait() + except TimeoutError: + if process.returncode is None: + try: + process.kill() + except ProcessLookupError: + pass + await process.wait() + + +async def receive(process, timeout, label): + async with asyncio.timeout(timeout): + line = await process.stdout.readline() + if not line: + raise RuntimeError( + f"{label} closed stdout before returning a result (exit {process.returncode})" + ) try: - - async def _fetch() -> None: - resp = await s.get(url) - _ = resp.content - - await asyncio.gather(*[_fetch() for _ in range(count)]) - finally: - await maybe_aclose(s) - - -async def wreq_async_session_test(url: str, count: int) -> None: - s = wreq.Client() + answer = json.loads(line) + except (ValueError, UnicodeDecodeError) as exc: + raise RuntimeError(f"Invalid JSON from {label}: {line!r}") from exc + if not isinstance(answer, dict): + raise RuntimeError(f"Invalid response from {label}: {answer!r}") + return answer + + +@asynccontextmanager +async def benchmark_server(executable, protocol, workers): + process = await asyncio.create_subprocess_exec( + str(executable), + "--protocol", + protocol, + "--workers", + str(workers), + stdin=asyncio.subprocess.PIPE, + stdout=asyncio.subprocess.PIPE, + ) try: - - async def _fetch() -> None: - resp = await s.get(url) - await resp.bytes() - - await asyncio.gather(*[_fetch() for _ in range(count)]) + info = await receive(process, 30, "TLS server") + url = urlsplit(info.get("url", "")) + if ( + url.scheme != "https" + or url.hostname not in {"127.0.0.1", "localhost", "::1"} + or url.port is None + or url.path not in {"", "/"} + or url.query + or url.fragment + or url.username is not None + or info.get("protocol") != protocol + or info.get("workers") != workers + ): + raise RuntimeError(f"Unexpected TLS server configuration: {info!r}") + yield info finally: - await maybe_aclose(s) + await stop_process(process) -async def curl_cffi_async_session_test(url: str, count: int) -> None: - s = curl_cffi.requests.AsyncSession() - try: +def source_info(): + root = Path(__file__).resolve().parent.parent - async def _fetch() -> None: - resp = await s.get(url) - _ = resp.text + def git(*args): + return subprocess.check_output( + ["git", "-C", str(root), *args], text=True + ).strip() - await asyncio.gather(*[_fetch() for _ in range(count)]) - finally: - await s.close() + return { + "repository": git("remote", "get-url", "origin"), + "commit": git("rev-parse", "HEAD"), + "dirty": bool(git("status", "--porcelain")), + } -async def ry_async_session_test(url: str, count: int) -> None: - s = ry.HttpClient() +def environment_info(): + cpu = platform.processor() or platform.machine() + system = platform.system() try: - - async def _fetch(): - resp = await s.get(url) - return await resp.bytes() - - await asyncio.gather(*[_fetch() for _ in range(count)]) - finally: - await maybe_aclose(s) - - -# --------------------------------------------------------------------------- -# Async non-session benchmarks (one request per call; parallelism is external) -# --------------------------------------------------------------------------- - - -async def httpx_async_non_session_test(url: str, count: int) -> None: - async def _fetch() -> None: - async with httpx.AsyncClient() as s: - await s.get(url) - - await asyncio.gather(*[_fetch() for _ in range(count)]) - - -async def aiohttp_async_non_session_test(url: str, count: int) -> None: - async def _fetch() -> None: - async with aiohttp.ClientSession() as s: - async with await s.get(url) as resp: - await resp.read() - - await asyncio.gather(*[_fetch() for _ in range(count)]) - - -async def niquests_async_non_session_test(url: str, count: int) -> None: - async def _fetch() -> None: - async with niquests.AsyncSession() as s: - resp = await s.get(url) - _ = resp.content - - await asyncio.gather(*[_fetch() for _ in range(count)]) - - -async def wreq_async_non_session_test(url: str, count: int) -> None: - async def _fetch() -> None: - async with wreq.Client() as s: - resp = await s.get(url) - await resp.bytes() - - await asyncio.gather(*[_fetch() for _ in range(count)]) - - -async def curl_cffi_async_non_session_test(url: str, count: int) -> None: - async def _fetch() -> None: - async with curl_cffi.requests.AsyncSession() as s: - resp = await s.get(url) - _ = resp.text - - await asyncio.gather(*[_fetch() for _ in range(count)]) - - -async def ry_async_non_session_test(url: str, count: int) -> None: - async def _fetch() -> None: - s = ry.HttpClient() - try: - resp = await s.get(url) - await resp.bytes() - finally: - await maybe_aclose(s) - - await asyncio.gather(*[_fetch() for _ in range(count)]) - - -# --------------------------------------------------------------------------- -# Benchmark case builders -# --------------------------------------------------------------------------- - - -def build_sync_session_cases() -> list[BenchmarkCase]: - cases = [] - if httpx is not None: - cases.append(("httpx", httpx_session_test)) - if requests is not None: - cases.append(("requests", requests_session_test)) - if niquests is not None: - cases.append(("niquests", niquests_session_test)) - if curl_cffi.requests is not None: - cases.append(("curl_cffi", curl_cffi_session_test)) - if pycurl is not None: - cases.append(("pycurl", pycurl_session_test)) - if ry is not None: - cases.append(("ry", ry_blocking_session_test)) - if wreq.blocking is not None: - cases.append(("wreq", wreq_blocking_session_test)) - return [BenchmarkCase(name, runner) for name, runner in add_package_version(cases)] - - -def build_sync_non_session_cases() -> list[BenchmarkCase]: - cases = [] - if httpx is not None: - cases.append(("httpx", httpx_non_session_test)) - if requests is not None: - cases.append(("requests", requests_non_session_test)) - if niquests is not None: - cases.append(("niquests", niquests_non_session_test)) - if curl_cffi.requests is not None: - cases.append(("curl_cffi", curl_cffi_non_session_test)) - if pycurl is not None: - cases.append(("pycurl", pycurl_non_session_test)) - if ry is not None: - cases.append(("ry", ry_blocking_non_session_test)) - if wreq.blocking is not None: - cases.append(("wreq", wreq_blocking_non_session_test)) - return [BenchmarkCase(name, runner) for name, runner in add_package_version(cases)] - - -def build_async_session_cases() -> list[AsyncBenchmarkCase]: - cases = [] - if httpx is not None: - cases.append(("httpx", httpx_async_session_test)) - if niquests is not None: - cases.append(("niquests", niquests_async_session_test)) - if curl_cffi.requests is not None: - cases.append(("curl_cffi", curl_cffi_async_session_test)) - if aiohttp is not None: - cases.append(("aiohttp", aiohttp_async_session_test)) - if ry is not None: - cases.append(("ry", ry_async_session_test)) - if wreq is not None: - cases.append(("wreq", wreq_async_session_test)) - return [ - AsyncBenchmarkCase(name, runner) for name, runner in add_package_version(cases) - ] - - -def build_async_non_session_cases() -> list[AsyncBenchmarkCase]: - cases = [] - if httpx is not None: - cases.append(("httpx", httpx_async_non_session_test)) - if niquests is not None: - cases.append(("niquests", niquests_async_non_session_test)) - if curl_cffi.requests is not None: - cases.append(("curl_cffi", curl_cffi_async_non_session_test)) - if aiohttp is not None: - cases.append(("aiohttp", aiohttp_async_non_session_test)) - if ry is not None: - cases.append(("ry", ry_async_non_session_test)) - if wreq is not None: - cases.append(("wreq", wreq_async_non_session_test)) - return [ - AsyncBenchmarkCase(name, runner) for name, runner in add_package_version(cases) - ] - - -SYNC_SESSION_CASES = build_sync_session_cases() -SYNC_NON_SESSION_CASES = build_sync_non_session_cases() -ASYNC_SESSION_CASES = build_async_session_cases() -ASYNC_NON_SESSION_CASES = build_async_non_session_cases() - - -# --------------------------------------------------------------------------- -# Entry point -# --------------------------------------------------------------------------- - - -def main() -> int: - # Quick server probe before spawning any subprocesses. - if "--worker" not in sys.argv: - base_url_probe = "http://127.0.0.1:8000" - for arg in sys.argv[1:]: - if arg.startswith("--http-base-url="): - base_url_probe = arg.split("=", 1)[1] - break - probe_url = f"{base_url_probe.rstrip('/')}/20k" - try: - with urllib.request.urlopen(probe_url, timeout=2) as resp: - resp.read(1) - except (OSError, urllib.error.URLError) as exc: - print( - f"ERROR: benchmark server unavailable at {probe_url}: {exc}", - file=sys.stderr, + if system == "Linux": + cpuinfo = Path("/proc/cpuinfo") + if cpuinfo.exists(): + for line in cpuinfo.read_text().splitlines(): + if line.startswith("model name"): + cpu = line.split(":", 1)[1].strip() or cpu + break + elif system == "Darwin": + cpu = ( + subprocess.check_output( + ["sysctl", "-n", "machdep.cpu.brand_string"], text=True, timeout=5 + ).strip() + or cpu ) - print("Start bench/server.py before running benchmarks.", file=sys.stderr) - return 1 - - # 3 processes × 3 values × 1 warmup = 9 measurements per benchmark. - # Pass --fast for a quick estimate or --rigorous for higher confidence. - runner = pyperf.Runner(processes=3, values=3, warmups=1) - runner.argparser.add_argument( - "--http-base-url", - default="http://127.0.0.1:8000", - metavar="URL", - help="Base URL for the benchmark server. (default: %(default)s)", - ) - runner.argparser.add_argument( - "--http-requests", - type=int, - default=100, - metavar="N", - help="Concurrent HTTP requests per benchmark call. (default: %(default)s)", - ) - runner.argparser.add_argument( - "--http-workers", - type=int, - default=32, - metavar="N", - help="Thread pool size for sync benchmarks. (default: %(default)s)", - ) - - args = runner.parse_args() - base_url: str = args.http_base_url.rstrip("/") - http_requests: int = args.http_requests - workers: int = args.http_workers - - # Register all benchmarks. pyperf assigns each a task ID in order; - # worker subprocesses run only the specific task they are assigned. - # inner_loops=http_requests normalises the reported time to per-request, - # so the reported mean is time/request and req/s = http_requests / mean. - - for size in PAYLOAD_SIZES: - for case in SYNC_NON_SESSION_CASES: - runner.bench_func( - f"sync-non-session/{size}/{case.id}", - run_parallel_non_session_case, - case.runner, - f"{base_url}/{size}", - http_requests, - workers, - inner_loops=http_requests, - ) - - for size in PAYLOAD_SIZES: - for case in SYNC_SESSION_CASES: - runner.bench_func( - f"sync-session/{size}/{case.id}", - case.runner, - f"{base_url}/{size}", - http_requests, - workers, - inner_loops=http_requests, + elif system == "Windows": + cpu = ( + subprocess.check_output( + [ + "powershell.exe", + "-NoProfile", + "-NonInteractive", + "-Command", + "(Get-CimInstance -ClassName Win32_Processor | Select-Object -First 1).Name", + ], + text=True, + timeout=5, + creationflags=getattr(subprocess, "CREATE_NO_WINDOW", 0), + ).strip() + or cpu ) - - for size in PAYLOAD_SIZES: - for case in ASYNC_NON_SESSION_CASES: - runner.bench_async_func( - f"async-non-session/{size}/{case.id}", - case.runner, - f"{base_url}/{size}", - http_requests, - inner_loops=http_requests, + except (OSError, subprocess.SubprocessError): + # Restricted containers and hosts without these utilities keep the + # platform-provided processor/architecture fallback. + pass + info = { + "python": sys.version, + "implementation": platform.python_implementation(), + "platform": platform.platform(), + "machine": platform.machine(), + "cpu": cpu, + "cpu_count": os.cpu_count(), + "event_loop": "asyncio", + } + if hasattr(os, "sched_getaffinity"): + info["affinity"] = sorted(os.sched_getaffinity(0)) + if hasattr(os, "getloadavg"): + info["load_average"] = list(os.getloadavg()) + return info + + +async def orchestrate(args): + executable = args.server.resolve(strict=True) + source = source_info() + if args.output is None: + stamp = datetime.now(timezone.utc).strftime("%Y%m%dT%H%M%S%fZ") + args.output = ( + Path(__file__).resolve().parent + / "data" + / f"{stamp}-{source['commit'][:12]}.json" + ) + if args.output.exists(): + raise ValueError(f"Refusing to overwrite benchmark snapshot: {args.output}") + configuration = { + "clients": args.clients, + "protocols": args.protocols, + "payload_bytes": args.sizes, + "concurrency": args.concurrency, + "body_kinds": args.body_kinds, + "rounds": args.rounds, + "warmup": args.warmup, + "samples": args.samples, + "requests": args.requests, + "stream_chunk_bytes": STREAM_CHUNK_BYTES, + "stream_chunk_bytes_by_payload": { + str(size): upload_chunk_bytes(size) for size in args.sizes + }, + "server_workers": args.server_workers, + "seed": args.seed, + "case_timeout": args.case_timeout, + "tls_version": "1.3", + "tls_verification": False, + "response_consumption": "streamed chunks to EOF; adapter read sizes recorded per client", + "throughput_unit": "MB/s (decimal, response payload only)", + "timing": "upload and complete streamed response consumption; preparation excluded", + "concurrency_model": "evenly preallocated closed-loop workers", + "client_scope": { + "async": "one shared client per case", + "blocking": "one client per logical worker; persistent thread pool per case", + }, + } + document = { + "schema_version": 1, + "generated_at": datetime.now(timezone.utc).isoformat(), + "source": source, + "environment": environment_info(), + "configuration": configuration, + "clients": {}, + "server": { + "kind": "rust-tls-echo", + "executable": str(executable), + "sha256": hashlib.sha256(executable.read_bytes()).hexdigest(), + "workers": args.server_workers, + "protocols": [], + }, + "results": [], + } + rng = random.Random(args.seed) + workers, rows = {}, [] + try: + for client in args.clients: + process = await asyncio.create_subprocess_exec( + sys.executable, + str(Path(__file__).resolve()), + "--worker", + client, + stdin=asyncio.subprocess.PIPE, + stdout=asyncio.subprocess.PIPE, ) + workers[client] = process + answer = await receive(process, 30, client) + if not answer.get("ok"): + raise RuntimeError(f"{client}: {answer.get('error')}") + document["clients"][client] = answer["metadata"] + for protocol in args.protocols: + async with benchmark_server( + executable, protocol, args.server_workers + ) as server: + document["server"]["protocols"].append(server) + cases = [ + (client, kind, size, concurrency) + for client in args.clients + for kind in args.body_kinds + for size in args.sizes + for concurrency in args.concurrency + if supports(client, protocol, kind) + ] + for round_id in range(1, args.rounds + 1): + order = list(cases) + rng.shuffle(order) + for client, kind, size, concurrency in order: + request = { + "url": server["url"].rstrip("/") + "/echo", + "protocol": protocol, + "body_kind": kind, + "payload_bytes": size, + "concurrency": concurrency, + "requests": args.requests, + "warmup": args.warmup, + "samples": args.samples, + "case_timeout": args.case_timeout, + } + process = workers[client] + process.stdin.write((json.dumps(request) + "\n").encode()) + await process.stdin.drain() + answer = await receive(process, args.case_timeout + 15, client) + if not answer.get("ok"): + raise RuntimeError(f"{client}: {answer.get('error')}") + result = answer["result"] + rows.append( + { + "client": client, + "protocol": protocol, + "body_kind": kind, + "payload_bytes": size, + "concurrency": concurrency, + "round": round_id, + **result, + } + ) + rps = ( + args.requests + * len(result["samples"]) + / sum(s["seconds"] for s in result["samples"]) + ) + print( + f"{protocol} {kind:6s} {client:14s} {size:8d} B c={concurrency:3d} " + f"round={round_id}/{args.rounds} {rps:9.1f} req/s", + flush=True, + ) + finally: + for process in workers.values(): + await stop_process(process, b'{"stop":true}\n') + document["results"] = aggregate(rows, args.requests) + document["generated_at"] = datetime.now(timezone.utc).isoformat() + validate_document(document) + write_atomic(args.output, document, overwrite=False) + print(f"Saved complete benchmark: {args.output}") - for size in PAYLOAD_SIZES: - for case in ASYNC_SESSION_CASES: - runner.bench_async_func( - f"async-session/{size}/{case.id}", - case.runner, - f"{base_url}/{size}", - http_requests, - inner_loops=http_requests, - ) +def main(argv=None): + args = parse_args(argv) + try: + asyncio.run(worker(args.worker) if args.worker else orchestrate(args)) + except (Exception, KeyboardInterrupt) as exc: + print(f"Benchmark failed; no complete result written: {exc}", file=sys.stderr) + return 1 return 0 if __name__ == "__main__": - sys.exit(main()) + raise SystemExit(main()) diff --git a/bench/blocking_clients.py b/bench/blocking_clients.py new file mode 100644 index 00000000..f3ba13ae --- /dev/null +++ b/bench/blocking_clients.py @@ -0,0 +1,367 @@ +"""HTTPS adapters owned by individual closed-loop blocking workers.""" + +from contextlib import contextmanager +import ssl +import warnings + +if __package__: + from .workloads import prepare_chunks +else: + from workloads import prepare_chunks + +CLIENTS = ( + "wreq_blocking", + "ry_blocking", + "requests", + "httpx_blocking", + "niquests_blocking", + "curl_cffi_blocking", + "pycurl", +) +PACKAGES = { + "wreq_blocking": "wreq", + "ry_blocking": "ry", + "requests": "requests", + "httpx_blocking": "httpx", + "niquests_blocking": "niquests", + "curl_cffi_blocking": "curl_cffi", + "pycurl": "pycurl", +} +CAPABILITIES = { + client: { + "api": "blocking", + "protocols": ["h1"] if client == "requests" else ["h1", "h2"], + "body_kinds": ["full", "stream"], + } + for client in CLIENTS +} +RESPONSE_CHUNK_BYTES = 65536 +RESPONSE_READ = { + "wreq_blocking": "stream(): native transport chunks", + "ry_blocking": "stream(): native transport chunks", + "requests": "iter_content(65536): reads of at most 64 KiB", + "httpx_blocking": "iter_raw(): native transport chunks", + "niquests_blocking": "iter_content(65536): reads of at most 64 KiB", + "curl_cffi_blocking": "content_callback: libcurl callback chunks", + "pycurl": "WRITEFUNCTION: libcurl callback chunks", +} + + +def tls_context(): + context = ssl.SSLContext(ssl.PROTOCOL_TLS_CLIENT) + context.check_hostname = False + context.verify_mode = ssl.CERT_NONE + context.minimum_version = context.maximum_version = ssl.TLSVersion.TLSv1_3 + return context + + +def check_response(status, actual, protocol, total, expected): + if status != 200 or actual != protocol or total != expected: + raise RuntimeError( + f"Expected 200/{protocol}/{expected} bytes, received {status}/{actual}/{total} bytes" + ) + return {"status": status, "protocol": actual, "response_bytes": total} + + +def native_protocol(version): + value = str(version).upper() + if value in {"HTTP/1.1", "VERSION.HTTP_11", "HTTP_11"}: + return "h1" + if value in {"HTTP/2", "HTTP/2.0", "VERSION.HTTP_2", "HTTP_2"}: + return "h2" + return value + + +class ChunkReader: + """Feed libcurl a bounded piece without collecting the upload iterator.""" + + def __init__(self, chunks): + self.chunks = iter(chunks) + self.chunk = memoryview(b"") + self.offset = 0 + + def read(self, amount): + while self.offset == len(self.chunk): + chunk = next(self.chunks, None) + if chunk is None: + return b"" + self.chunk = memoryview(chunk) + self.offset = 0 + end = min(self.offset + amount, len(self.chunk)) + result = self.chunk[self.offset : end] + self.offset = end + return result + + +@contextmanager +def operations(client_id, protocol, url, body, body_kind, *, chunks=None): + """Yield one post callable; its session must never be used concurrently. + + The caller may transfer this worker-owned adapter between threads after a + previous batch has finished. Shared upload chunks are prepared outside timing. + """ + capability = CAPABILITIES[client_id] + if ( + protocol not in capability["protocols"] + or body_kind not in capability["body_kinds"] + ): + raise ValueError( + f"Unsupported benchmark case: {client_id}/{protocol}/{body_kind}" + ) + if chunks is None: + chunks = prepare_chunks(body, body_kind) + expected = len(body) + # Verification is deliberately disabled for the controlled self-signed server. + warnings.filterwarnings( + "ignore", message="Unverified HTTPS request is being made.*" + ) + + if client_id == "wreq_blocking": + from wreq.blocking import Client + from wreq.tls import TlsVersion + + with Client( + tls_verify=False, + https_only=True, + no_proxy=True, + http1_only=protocol == "h1", + http2_only=protocol == "h2", + tls_min_version=TlsVersion.TLS_1_3, + tls_max_version=TlsVersion.TLS_1_3, + ) as client: + + def post(): + response = client.post( + url, body=iter(chunks) if body_kind == "stream" else body + ) + status, version = response.status.as_int(), native_protocol( + response.version + ) + total = 0 + with response.stream() as stream: + for chunk in stream: + total += len(chunk) + return check_response(status, version, protocol, total, expected) + + yield post + elif client_id == "ry_blocking": + import ry + + client = ry.BlockingClient( + https_only=True, + tls_danger_accept_invalid_certs=True, + tls_danger_accept_invalid_hostnames=True, + http1_only=protocol == "h1", + http2_prior_knowledge=protocol == "h2", + tls_version_min="1.3", + tls_version_max="1.3", + ) + parsed = ry.URL(url) + + def post(): + response = client.post( + parsed, body=iter(chunks) if body_kind == "stream" else body + ) + status, version = response.status, native_protocol(response.version) + total = sum(len(chunk) for chunk in response.stream()) + return check_response(status, version, protocol, total, expected) + + try: + yield post + finally: + del client + elif client_id == "requests": + import requests + + class TLSAdapter(requests.adapters.HTTPAdapter): + def init_poolmanager(self, *args, **kwargs): + super().init_poolmanager(*args, ssl_context=tls_context(), **kwargs) + + with requests.Session() as client: + client.trust_env = False + client.mount("https://", TLSAdapter()) + + def post(): + with client.post( + url, + data=iter(chunks) if body_kind == "stream" else body, + stream=True, + verify=False, + allow_redirects=False, + timeout=60, + ) as response: + total = sum( + len(chunk) + for chunk in response.iter_content(RESPONSE_CHUNK_BYTES) + ) + version = {11: "h1", 20: "h2"}.get(response.raw.version) + return check_response( + response.status_code, version, protocol, total, expected + ) + + yield post + elif client_id == "httpx_blocking": + import httpx + + with httpx.Client( + verify=tls_context(), + trust_env=False, + http1=protocol == "h1", + http2=protocol == "h2", + timeout=60, + ) as client: + + def post(): + with client.stream( + "POST", url, content=iter(chunks) if body_kind == "stream" else body + ) as response: + total = sum(len(chunk) for chunk in response.iter_raw()) + return check_response( + response.status_code, + native_protocol(response.http_version), + protocol, + total, + expected, + ) + + yield post + elif client_id == "niquests_blocking": + import niquests + from niquests.extensions.tls import TLSConfiguration + + tls = TLSConfiguration( + min_version=ssl.TLSVersion.TLSv1_3, + max_version=ssl.TLSVersion.TLSv1_3, + assert_hostname=False, + ) + with niquests.Session( + disable_http1=protocol == "h2", + disable_http2=protocol == "h1", + disable_http3=True, + tls_configuration=tls, + revocation_configuration=None, + ) as client: + client.trust_env = False + + def post(): + with client.post( + url, + data=iter(chunks) if body_kind == "stream" else body, + stream=True, + verify=False, + allow_redirects=False, + timeout=60, + ) as response: + total = sum( + len(chunk) + for chunk in response.iter_content(RESPONSE_CHUNK_BYTES) + ) + version = {11: "h1", 20: "h2"}.get(response.http_version) + return check_response( + response.status_code, version, protocol, total, expected + ) + + yield post + elif client_id == "curl_cffi_blocking": + from curl_cffi import CurlHttpVersion, CurlOpt, CurlSslVersion + from curl_cffi.requests import Session + + version = ( + CurlHttpVersion.V1_1 + if protocol == "h1" + else CurlHttpVersion.V2_PRIOR_KNOWLEDGE + ) + # libcurl stores the maximum TLS version in the upper 16 bits. + tls = int(CurlSslVersion.TLSv1_3) + with Session( + verify=False, + trust_env=False, + use_thread_local_curl=False, + http_version=version, + timeout=60, + curl_options={ + CurlOpt.SSLVERSION: tls | (tls << 16), + CurlOpt.PROXY: b"", + CurlOpt.NOPROXY: b"*", + }, + ) as client: + + def post(): + total = 0 + + def consume(chunk): + nonlocal total + total += len(chunk) + return len(chunk) + + response = client.post( + url, + content=iter(chunks) if body_kind == "stream" else body, + content_callback=consume, + allow_redirects=False, + accept_encoding="identity", + ) + actual = {CurlHttpVersion.V1_1: "h1", CurlHttpVersion.V2_0: "h2"}.get( + response.http_version + ) + return check_response( + response.status_code, actual, protocol, total, expected + ) + + yield post + elif client_id == "pycurl": + import pycurl + + client = pycurl.Curl() + client.setopt(pycurl.URL, url) + client.setopt(pycurl.PROXY, "") + client.setopt(pycurl.NOPROXY, "*") + client.setopt(pycurl.SSL_VERIFYPEER, 0) + client.setopt(pycurl.SSL_VERIFYHOST, 0) + client.setopt( + pycurl.SSLVERSION, pycurl.SSLVERSION_TLSv1_3 | pycurl.SSLVERSION_MAX_TLSv1_3 + ) + client.setopt( + pycurl.HTTP_VERSION, + ( + pycurl.CURL_HTTP_VERSION_1_1 + if protocol == "h1" + else pycurl.CURL_HTTP_VERSION_2_PRIOR_KNOWLEDGE + ), + ) + client.setopt(pycurl.FOLLOWLOCATION, 0) + client.setopt(pycurl.TIMEOUT, 60) + client.setopt( + pycurl.HTTPHEADER, ["Content-Type: application/octet-stream", "Expect:"] + ) + client.setopt(pycurl.POST, 1) + if body_kind == "full": + client.setopt(pycurl.POSTFIELDS, body) + else: + client.setopt(pycurl.POSTFIELDSIZE_LARGE, -1) + + def post(): + total = 0 + + def consume(chunk): + nonlocal total + total += len(chunk) + return len(chunk) + + client.setopt(pycurl.WRITEFUNCTION, consume) + if body_kind == "stream": + reader = ChunkReader(chunks) + client.setopt(pycurl.READFUNCTION, reader.read) + client.perform() + actual = { + pycurl.CURL_HTTP_VERSION_1_1: "h1", + pycurl.CURL_HTTP_VERSION_2_0: "h2", + }.get(client.getinfo(pycurl.INFO_HTTP_VERSION)) + return check_response( + client.getinfo(pycurl.RESPONSE_CODE), actual, protocol, total, expected + ) + + try: + yield post + finally: + client.close() diff --git a/bench/charts.py b/bench/charts.py new file mode 100644 index 00000000..951405a5 --- /dev/null +++ b/bench/charts.py @@ -0,0 +1,339 @@ +"""Static, zero-baseline SVG charts from a validated benchmark snapshot.""" + +from decimal import Decimal, ROUND_CEILING +import html +import json +from pathlib import Path + +if __package__: + from .clients import CAPABILITIES + from .report import LABELS, payload_label + from .results import validate_document +else: + from clients import CAPABILITIES + from report import LABELS, payload_label + from results import validate_document + + +PALETTES = { + "light": { + "background": "#ffffff", + "text": "#172033", + "muted": "#58677c", + "grid": "#dce3ed", + "track": "#edf1f8", + "wreq": "#4657d9", + "wreq_st": "#0f8a76", + "peer": "#8393aa", + }, + "dark": { + "background": "#111827", + "text": "#eef2f7", + "muted": "#b2bfd2", + "grid": "#2b3a50", + "track": "#223047", + "wreq": "#a0aaff", + "wreq_st": "#55ccb3", + "peer": "#8b9db8", + }, +} + + +def _escape(value): + return html.escape(str(value), quote=True) + + +def _case_key(api, protocol, body_kind, concurrency, payload_bytes): + return f"{api}-{protocol}-{body_kind}-c{concurrency}-b{payload_bytes}" + + +def _nice_axis(maximum, intervals=4): + """Round upwards to readable decimal ticks, without changing measured rates.""" + maximum = Decimal(str(maximum)) if maximum else Decimal(1) + rough = maximum / intervals + magnitude = Decimal(10) ** rough.adjusted() + step = next( + value * magnitude + for value in map(Decimal, ("1", "2", "2.5", "5", "10")) + if value * magnitude >= rough + ) + limit = (maximum / step).to_integral_value(rounding=ROUND_CEILING) * step + ticks = [step * index for index in range(int(limit / step) + 1)] + return limit, ticks + + +def _tick_label(value): + if value == value.to_integral_value(): + return f"{value:,.0f}" + return format(value, "f").rstrip("0").rstrip(".") + + +def _color(client, palette): + if client == "wreq_st": + return palette["wreq_st"] + if client in {"wreq", "wreq_blocking"}: + return palette["wreq"] + return palette["peer"] + + +def _text(x, y, value, *, size, color, anchor="start", attributes=""): + return ( + f'' + f"{_escape(value)}" + ) + + +def _render_svg(document, case, rows, theme, mobile): + palette = PALETTES[theme] + width = 440 if mobile else 900 + padding = 24 if mobile else 32 + plot_x = padding if mobile else 236 + value_x = width - padding + plot_width = value_x - plot_x - (104 if mobile else 118) + row_start = 112 if mobile else 132 + row_height = 67 if mobile else 48 + bar_height = 18 if mobile else 26 + axis_y = row_start + len(rows) * row_height + 8 + height = axis_y + 99 + maximum = max((row["rps"] or 0 for row in rows), default=0) + axis_max, ticks = _nice_axis(maximum, 3 if mobile else 4) + protocol = "HTTP/1.1" if case["protocol"] == "h1" else "HTTP/2" + body = payload_label(case["payload_bytes"]) + api = "Async" if case["api"] == "async" else "Blocking" + heading = f"{body} · {api} · {protocol}" + subtitle = f"{case['body_kind'].title()} upload · Concurrency {case['concurrency']}" + description = "; ".join( + ( + f"{row['label']}: {row['rps']:,.1f} requests/s" + if row["rps"] is not None + else f"{row['label']}: unsupported" + ) + for row in rows + ) + metadata = { + "source": document["source"], + "generated_at": document["generated_at"], + "environment": document["environment"], + "client_versions": { + client: value["version"] for client, value in document["clients"].items() + }, + } + parts = [ + '', + f'{_escape(case["title"])}', + f'{_escape(description)}', + f"{_escape(json.dumps(metadata, ensure_ascii=False))}", + f'', + _text( + padding, + 35 if mobile else 45, + heading, + size=21 if mobile else 28, + color=palette["text"], + attributes='font-weight="700"', + ), + _text( + padding, + 62 if mobile else 77, + subtitle, + size=17 if mobile else 20, + color=palette["text"], + ), + _text( + padding, + 86 if mobile else 105, + "requests/s · Higher is better", + size=14 if mobile else 16, + color=palette["muted"], + ), + f'', + ] + for tick in ticks: + x = plot_x + float(tick / axis_max) * plot_width + parts += [ + f'', + f'', + _text( + x, + axis_y + 24, + _tick_label(tick), + size=13 if mobile else 15, + color=palette["muted"], + anchor="middle", + ), + "", + ] + parts += [ + f'', + "", + ] + for index, row in enumerate(rows): + y = row_start + index * row_height + client = _escape(row["client"]) + status = "measured" if row["rps"] is not None else "unsupported" + label_y = y + (18 if mobile else 20) + bar_y = y + (29 if mobile else 0) + value_y = y + (44 if mobile else 20) + parts += [ + f'', + _text( + padding, + label_y, + row["label"], + size=18, + color=palette["text"], + attributes=f'class="label" data-client="{client}"', + ), + ] + if row["rps"] is None: + parts.append( + _text( + value_x, + value_y, + "N/A: unsupported", + size=17, + color=palette["muted"], + anchor="end", + attributes=f'class="value" data-client="{client}"', + ) + ) + else: + bar_width = float(Decimal(str(row["rps"])) / axis_max) * plot_width + parts += [ + f'', + f'', + _text( + value_x, + value_y, + f"{row['rps']:,.1f}", + size=20, + color=palette["text"], + anchor="end", + attributes=f'class="value" data-client="{client}"', + ), + ] + parts.append("") + parts += [ + _text( + padding, + axis_y + 53, + "Zero baseline · N/A means unsupported", + size=13 if mobile else 15, + color=palette["muted"], + ), + _text( + padding, + axis_y + 78, + f"Revision {document['source']['commit'][:12]} · " + f"{document['generated_at'][:10]}" + + (" · local changes" if document["source"]["dirty"] else ""), + size=12 if mobile else 14, + color=palette["muted"], + ), + "", + ] + return "\n".join(parts) + "\n" + + +def write_charts(document: dict, directory: Path) -> dict: + """Write four SVG variants per configured case, without deleting any files.""" + validate_document(document) + config = document["configuration"] + ordered = [client for client in LABELS if client in config["clients"]] + ordered += [client for client in config["clients"] if client not in LABELS] + indexed = { + ( + row["client"], + row["protocol"], + row["body_kind"], + row["concurrency"], + row["payload_bytes"], + ): row["rps"] + for row in document["results"] + } + directory = Path(directory) + directory.mkdir(parents=True, exist_ok=True) + cases = [] + for api in ("async", "blocking"): + clients = [client for client in ordered if CAPABILITIES[client]["api"] == api] + if not clients: + continue + for protocol in ("h1", "h2"): + if protocol not in config["protocols"]: + continue + for kind in ("full", "stream"): + if kind not in config["body_kinds"]: + continue + for concurrency in sorted(config["concurrency"]): + for size in sorted(config["payload_bytes"]): + key = _case_key(api, protocol, kind, concurrency, size) + protocol_label = "HTTP/1.1" if protocol == "h1" else "HTTP/2" + title = ( + f"{payload_label(size)} body · {api.title()} API · " + f"{protocol_label} · {kind.title()} upload · " + f"Concurrency {concurrency} · requests/s" + ) + rows = [ + { + "client": client, + "label": LABELS.get(client, client), + "rps": indexed.get( + (client, protocol, kind, concurrency, size) + ), + } + for client in clients + ] + case = { + "key": key, + "api": api, + "protocol": protocol, + "body_kind": kind, + "payload_bytes": size, + "concurrency": concurrency, + "title": title, + "rows": [row for row in rows if row["rps"] is not None], + "unsupported": [ + row["label"] for row in rows if row["rps"] is None + ], + "assets": {}, + } + for theme in PALETTES: + case["assets"][theme] = {} + for layout, mobile in ( + ("desktop", False), + ("mobile", True), + ): + filename = ( + f"{key}-{theme}{'-mobile' if mobile else ''}.svg" + ) + output = directory / filename + if output.is_symlink(): + raise ValueError("Chart output cannot be a symlink") + output.write_text( + _render_svg(document, case, rows, theme, mobile), + encoding="utf-8", + ) + case["assets"][theme][layout] = filename + cases.append(case) + return { + "schema_version": 1, + "source": { + "commit": document["source"]["commit"], + "dirty": document["source"]["dirty"], + }, + "generated_at": document["generated_at"], + "cases": cases, + } diff --git a/bench/clients.py b/bench/clients.py new file mode 100644 index 00000000..6a43839f --- /dev/null +++ b/bench/clients.py @@ -0,0 +1,284 @@ +"""Library adapters; imports and runtimes stay inside isolated workers.""" + +from contextlib import asynccontextmanager +import hashlib +import importlib +import importlib.machinery +import importlib.metadata +from pathlib import Path +import sys + +if __package__: + from . import async_clients, blocking_clients + from .workloads import prepare_chunks +else: + import async_clients + import blocking_clients + from workloads import prepare_chunks + +CORE_PACKAGES = { + "wreq": "wreq", + "wreq_st": "wreq", + "pyreqwest_st": "pyreqwest", + "pyreqwest_mt": "pyreqwest", + "ry": "ry", +} +NATIVE_PACKAGES = {"wreq", "pyreqwest", "ry", "curl_cffi", "pycurl"} +CAPABILITIES = { + **{ + client: { + "api": "async", + "protocols": ["h1", "h2"], + "body_kinds": ["full", "stream"], + } + for client in CORE_PACKAGES + }, + **async_clients.CAPABILITIES, + **blocking_clients.CAPABILITIES, +} +CLIENTS = tuple(CAPABILITIES) +PACKAGES = {**CORE_PACKAGES, **async_clients.PACKAGE, **blocking_clients.PACKAGES} + + +def supports(client, protocol, body_kind): + capability = CAPABILITIES[client] + return protocol in capability["protocols"] and body_kind in capability["body_kinds"] + + +def normalize_version(version): + value = str(version).upper() + if value in {"HTTP/1.1", "1.1", "VERSION.HTTP_11", "HTTP_11"}: + return "h1" + if value in {"HTTP/2", "HTTP/2.0", "2", "2.0", "VERSION.HTTP_2", "HTTP_2"}: + return "h2" + raise ValueError(f"Unsupported response version: {version!r}") + + +def validate_response(response, protocol): + status = response.status + status = status.as_int() if hasattr(status, "as_int") else int(status) + actual = normalize_version(response.version) + if status != 200 or actual != protocol: + raise RuntimeError(f"Expected 200/{protocol}, received {status}/{actual}") + return {"status": status, "protocol": actual} + + +def validate_length(validation, total, expected): + if total != expected: + raise RuntimeError( + f"Incomplete echo: expected {expected} bytes, received {total}" + ) + return {**validation, "response_bytes": total} + + +def metadata(client): + package = PACKAGES[client] + importlib.import_module(package) + native = [] + for name, imported in list(sys.modules.items()): + path = getattr(imported, "__file__", None) + if ( + name.split(".")[0] == package + and path + and any(path.endswith(s) for s in importlib.machinery.EXTENSION_SUFFIXES) + ): + path = Path(path).resolve() + native.append( + { + "module": name, + "path": str(path), + "sha256": hashlib.sha256(path.read_bytes()).hexdigest(), + } + ) + if package in NATIVE_PACKAGES and not native: + raise RuntimeError( + f"{package} did not load a native extension; build/install the actual client first" + ) + try: + version = importlib.metadata.version(package) + except importlib.metadata.PackageNotFoundError as exc: + raise RuntimeError( + f"Cannot identify the installed {package} distribution" + ) from exc + if not version: + raise RuntimeError(f"Cannot identify the installed {package} version") + runtime = ( + {"kind": "thread_pool", "session": "one client per logical worker"} + if CAPABILITIES[client]["api"] == "blocking" + else ( + {"kind": "custom", "workers": 1, "work_steal": False} + if client == "wreq_st" + else ( + {"kind": "single_thread"} + if client == "pyreqwest_st" + else ( + {"kind": "multi_thread"} + if client == "pyreqwest_mt" + else {"kind": "default"} + ) + ) + ) + ) + response_read = "Client streaming API to EOF" + pool = {"kind": "library default"} + if client in async_clients.CLIENTS: + response_read = async_clients.RESPONSE_READ[client] + pool = ( + {"max_clients": async_clients.POOL_LIMIT} + if client == "curl_cffi" + else ( + {"pool_maxsize": async_clients.POOL_LIMIT} + if client == "niquests" + else {"connection_limit": None} + ) + ) + elif CAPABILITIES[client]["api"] == "blocking": + response_read = blocking_clients.RESPONSE_READ[client] + pool = {"kind": "one client per logical worker"} + return { + "package": package, + "version": version, + "runtime": runtime, + "native": native, + "response_read": response_read, + "pool": pool, + **CAPABILITIES[client], + } + + +async def parts(chunks): + for chunk in chunks: + yield chunk + + +@asynccontextmanager +async def operations(client_id, protocol, url, body, body_kind): + if CAPABILITIES[client_id]["api"] != "async" or not supports( + client_id, protocol, body_kind + ): + raise ValueError( + f"Unsupported async benchmark combination: {client_id}/{protocol}/{body_kind}" + ) + if client_id in async_clients.CLIENTS: + async with async_clients.operations( + client_id, protocol, url, body, body_kind + ) as post: + yield post + return + # Payloads/chunks are prepared once, outside timed batches. Each upload gets + # its own iterator; no artificial delay is inserted between chunks. + chunks = prepare_chunks(body, body_kind) + if client_id.startswith("wreq"): + import wreq + from wreq.runtime import Runtime + from wreq.tls import TlsVersion + + runtime = ( + Runtime(workers=1, work_steal=False) if client_id == "wreq_st" else None + ) + client = wreq.Client( + tls_verify=False, + https_only=True, + no_proxy=True, + http1_only=protocol == "h1", + http2_only=protocol == "h2", + tls_min_version=TlsVersion.TLS_1_3, + tls_max_version=TlsVersion.TLS_1_3, + **({"runtime": runtime} if runtime is not None else {}), + ) + + async def post(): + response = await client.post(url, body=parts(chunks) if chunks else body) + validation = validate_response(response, protocol) + total = 0 + async with response.stream() as stream: + async for chunk in stream: + total += len(chunk) + return validate_length(validation, total, len(body)) + + try: + yield post + finally: + client.close() + elif client_id.startswith("pyreqwest"): + from pyreqwest.client import ClientBuilder + from pyreqwest.http import Url + + builder = ( + ClientBuilder() + .danger_accept_invalid_certs(True) + .https_only(True) + .no_proxy() + .runtime_multithreaded(client_id == "pyreqwest_mt") + .min_tls_version("TLSv1.3") + .max_tls_version("TLSv1.3") + ) + builder = ( + builder.http1_only() + if protocol == "h1" + else builder.http2_prior_knowledge() + ) + async with builder.build() as client: + parsed = Url(url) + + async def post(): + request = client.post(parsed) + request = ( + request.body_stream(parts(chunks)) + if chunks + else request.body_bytes(body) + ) + # Natural chunks, not a full-body send() or minimum-size read. + async with request.streamed_read_buffer_limit( + 0 + ).build_streamed() as response: + validation = validate_response(response, protocol) + total = 0 + while ( + chunk := await response.body_reader.read_chunk() + ) is not None: + total += len(chunk) + return validate_length(validation, total, len(body)) + + yield post + elif client_id == "ry": + import ry + + client = ry.Client( + https_only=True, + tls_danger_accept_invalid_certs=True, + tls_danger_accept_invalid_hostnames=True, + http1_only=protocol == "h1", + http2_prior_knowledge=protocol == "h2", + tls_version_min="1.3", + tls_version_max="1.3", + ) + parsed = ry.URL(url) + + async def post(): + response = await client.post(parsed, body=parts(chunks) if chunks else body) + validation = validate_response(response, protocol) + total = 0 + async for chunk in response.stream(): + total += len(chunk) + return validate_length(validation, total, len(body)) + + try: + yield post + finally: + # ry has no Client.close(); release this case's client and pool. + del client + else: + raise ValueError(f"Unknown client: {client_id}") + + +def blocking_operations(client_id, protocol, url, body, body_kind, *, chunks=None): + if CAPABILITIES[client_id]["api"] != "blocking" or not supports( + client_id, protocol, body_kind + ): + raise ValueError( + f"Unsupported blocking benchmark combination: {client_id}/{protocol}/{body_kind}" + ) + return blocking_clients.operations( + client_id, protocol, url, body, body_kind, chunks=chunks + ) diff --git a/bench/compare.py b/bench/compare.py new file mode 100644 index 00000000..f6a00e95 --- /dev/null +++ b/bench/compare.py @@ -0,0 +1,206 @@ +"""Compare complete benchmark snapshots with matching workload and metadata.""" + +from datetime import datetime, timezone +import argparse +import json +from pathlib import Path +import sys + +if __package__: + from .clients import CAPABILITIES + from .report import LABELS, REPOSITORY, escape, payload_label + from .results import DIMENSIONS, validate_document +else: + from clients import CAPABILITIES + from report import LABELS, REPOSITORY, escape, payload_label + from results import DIMENSIONS, validate_document + + +def comparable_client(metadata): + """Ignore relocated artifacts and allow only wreq's build/version to change.""" + result = dict(metadata) + ignored = {"path"} + if metadata["package"] == "wreq": + result.pop("version") + ignored.add("sha256") + result["native"] = sorted( + ( + {key: value for key, value in artifact.items() if key not in ignored} + for artifact in metadata["native"] + ), + key=lambda artifact: json.dumps(artifact, sort_keys=True), + ) + return result + + +def render_comparison(before: dict, after: dict) -> str: + for document in (before, after): + validate_document(document) + config = before["configuration"] + if config != after["configuration"]: + raise ValueError("Benchmark configurations do not match") + fields = ( + "python", + "implementation", + "platform", + "machine", + "cpu", + "cpu_count", + "event_loop", + "affinity", + ) + for field in fields: + if before["environment"].get(field) != after["environment"].get(field): + raise ValueError(f"Benchmark environment does not match: {field}") + if before["server"]["sha256"] != after["server"]["sha256"]: + raise ValueError("Benchmark server artifacts do not match") + for client in config["clients"]: + if comparable_client(before["clients"][client]) != comparable_client( + after["clients"][client] + ): + raise ValueError(f"Benchmark client metadata does not match: {client}") + cells = [ + {tuple(cell[key] for key in DIMENSIONS): cell for cell in document["results"]} + for document in (before, after) + ] + if cells[0].keys() != cells[1].keys(): + raise ValueError("Benchmark result matrices do not match") + lines = [ + "# Benchmark revision comparison", + "", + "| Snapshot | Source revision | Dirty checkout | Collected (UTC) | wreq version | wreq native SHA-256 |", + "| --- | --- | --- | --- | --- | --- |", + ] + for name, document in (("Before", before), ("After", after)): + source = document["source"] + date = datetime.fromisoformat(document["generated_at"]).astimezone(timezone.utc) + wreq = [ + metadata + for metadata in document["clients"].values() + if metadata["package"] == "wreq" + ] + versions = ", ".join(sorted({metadata["version"] for metadata in wreq})) + hashes = ", ".join( + sorted( + { + artifact["sha256"] + for metadata in wreq + for artifact in metadata["native"] + } + ) + ) + lines.append( + f"| {name} | [{escape(source['commit'])}]" + f"({REPOSITORY}/commit/{source['commit']}) | " + f"{'Yes' if source['dirty'] else 'No'} | {escape(date.isoformat())} | " + f"{escape(versions or 'Not recorded')} | {escape(hashes or 'Not recorded')} |" + ) + requests = config["requests"] * config["samples"] * config["rounds"] + lines += [ + "", + f"Each snapshot contains {len(cells[0]):,} supported cells, with " + f"{requests:,} timed requests per cell across {config['rounds']} rounds. " + "Counts come from the cases recorded in these snapshots.", + "", + "### Matching measurement environment", + "", + "| Item | Value |", + "| --- | --- |", + ] + for field in fields: + value = before["environment"].get(field, "Not recorded") + lines.append(f"| {escape(field)} | {escape(value)} |") + lines += [ + f"| Server SHA-256 | {escape(before['server']['sha256'])} |", + "", + "Unit: requests/s (RPS, requests per second). RPS is total timed requests " + "divided by total timed seconds across all rounds; warmup and validation " + "requests are excluded. Change = 100 × (After RPS / Before RPS − 1); " + "positive values mean higher throughput.", + "", + ] + order = {client: index for index, client in enumerate(LABELS)} + for api, heading in ( + ("async", "Asynchronous clients"), + ("blocking", "Blocking clients"), + ): + group = [key for key in cells[0] if CAPABILITIES[key[0]]["api"] == api] + if not group: + continue + lines += [f"### {heading}", ""] + for protocol, name in (("h1", "HTTP/1.1"), ("h2", "HTTP/2")): + for kind in ("full", "stream"): + keys = [key for key in group if key[1:3] == (protocol, kind)] + if not keys: + continue + lines += [ + f"#### {name}: {kind.title()} upload", + "", + "| Payload | Concurrency | Client | Before RPS | After RPS | Change % | Before CV % | After CV % |", + "| --- | ---: | --- | ---: | ---: | ---: | ---: | ---: |", + ] + for key in sorted( + keys, + key=lambda key: ( + key[3], + key[4], + order.get(key[0], len(order)), + key[0], + ), + ): + old, new = cells[0][key], cells[1][key] + change = 100 * (new["rps"] / old["rps"] - 1) + lines.append( + f"| {payload_label(key[3])} | {key[4]} | " + f"{escape(LABELS.get(key[0], key[0]))} | " + f"{old['rps']:,.1f} | {new['rps']:,.1f} | {change:+.1f} | " + f"{old['round_rps_cv_pct']:.2f} | {new['round_rps_cv_pct']:.2f} |" + ) + lines.append("") + lines += [ + "### Reading the comparison", + "", + "CV is the variation in per-round RPS: population standard deviation " + "divided by the mean. It is not a confidence interval. Sequential runs " + "are not a paired experiment, and other programs can affect performance. " + "If peer clients also change, the environment may have changed between " + "runs; their results alone can't tell you why.", + "", + "The timer covers uploads, TLS and HTTP processing, and streamed response " + "consumption. A throughput change doesn't tell you how much came from " + "TLS I/O, how long an individual request took, or which client will be " + "fastest in a different workload.", + "", + "The comparison checks that recorded configurations, environments, " + "server hashes and client metadata match. It allows wreq versions and " + "native hashes to change, and artifact paths to move. Check the build " + "and source records yourself for transitive dependencies, toolchains " + "and flags, allocators, changes to the timed harness and uncommitted " + "source changes.", + "", + ] + return "\n".join(lines) + + +def main(argv=None) -> None: + parser = argparse.ArgumentParser(description=__doc__) + parser.add_argument("--before", type=Path, required=True) + parser.add_argument("--after", type=Path, required=True) + parser.add_argument("--output", type=Path, help="Write a new UTF-8 Markdown file") + args = parser.parse_args(argv) + documents = [ + json.loads(path.read_text(encoding="utf-8")) + for path in (args.before, args.after) + ] + content = render_comparison(*documents) + if args.output is not None: + with args.output.open("x", encoding="utf-8", newline="\n") as handle: + handle.write(content) + else: + if hasattr(sys.stdout, "reconfigure"): + sys.stdout.reconfigure(encoding="utf-8") + print(content, end="") + + +if __name__ == "__main__": + main() diff --git a/bench/data/20261003-bad7928-to-91f1956-comparison.md b/bench/data/20261003-bad7928-to-91f1956-comparison.md new file mode 100644 index 00000000..1c8f7b75 --- /dev/null +++ b/bench/data/20261003-bad7928-to-91f1956-comparison.md @@ -0,0 +1,1756 @@ +# Benchmark revision comparison + +| Snapshot | Source revision | Dirty checkout | Collected (UTC) | wreq version | wreq native SHA-256 | +| --- | --- | --- | --- | --- | --- | +| Before | [bad7928dae4b139805335bc7a6690d85629c1c60](https://github.com/0x676e67/wreq-python/commit/bad7928dae4b139805335bc7a6690d85629c1c60) | Yes | 2026-10-03T18:47:56.704979+00:00 | 0.12.3 | 74ae0a2765414ec454d54449ef654fe02da9adcf7268295a978a9e54adeceaf8 | +| After | [91f1956f13ecf18325c85e2471349620c36ca9bd](https://github.com/0x676e67/wreq-python/commit/91f1956f13ecf18325c85e2471349620c36ca9bd) | Yes | 2026-10-03T22:54:33.231053+00:00 | 0.12.3 | ef00bb006e6c6db54f7dd1154627686ecac14c3bbf87cdf25e100b2500b99368 | + +Each snapshot contains 1,680 supported cells, with 900 timed requests per cell across 3 rounds. These counts describe the recorded matrix, not a presumed full-suite size. + +### Matching measurement environment + +| Item | Value | +| --- | --- | +| python | 3.14.6 (main, Jul 23 2026, 14:45:24) [Clang 22.1.3 ] | +| implementation | CPython | +| platform | Linux-6.18.33.2-microsoft-standard-WSL2-x86_64-with-glibc2.39 | +| machine | x86_64 | +| cpu | AMD Ryzen 9 9950X 16-Core Processor | +| cpu_count | 32 | +| event_loop | asyncio | +| affinity | [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31] | +| Server SHA-256 | 52201b771a5ae474fc3d52249b922b04a1d077508ac71621b256d7c4d597f550 | + +Unit: requests/s (RPS, requests per second). RPS is total timed requests divided by total timed seconds across all rounds; warmup and validation requests are excluded. Change = 100 × (After RPS / Before RPS − 1); positive values mean higher throughput. + +### Asynchronous clients + +#### HTTP/1.1 — Full upload + +| Payload | Concurrency | Client | Before RPS | After RPS | Change % | Before CV % | After CV % | +| --- | ---: | --- | ---: | ---: | ---: | ---: | ---: | +| 1 KiB | 10 | wreq (default) | 28,409.5 | 26,519.9 | -6.7 | 1.83 | 7.94 | +| 1 KiB | 10 | wreq (1 thread) | 27,077.4 | 26,376.0 | -2.6 | 3.75 | 1.36 | +| 1 KiB | 10 | pyreqwest (ST) | 4,519.8 | 4,431.4 | -2.0 | 0.84 | 1.87 | +| 1 KiB | 10 | pyreqwest (MT) | 7,191.9 | 7,064.3 | -1.8 | 1.70 | 1.99 | +| 1 KiB | 10 | ry (default) | 2,507.0 | 2,538.0 | +1.2 | 3.28 | 0.84 | +| 1 KiB | 10 | httpx | 1,488.0 | 1,588.5 | +6.8 | 4.89 | 1.64 | +| 1 KiB | 10 | aiohttp | 8,170.2 | 8,293.2 | +1.5 | 1.43 | 1.35 | +| 1 KiB | 10 | niquests | 2,355.0 | 2,362.2 | +0.3 | 0.27 | 1.60 | +| 1 KiB | 10 | curl_cffi | 6,048.5 | 5,749.4 | -4.9 | 1.27 | 1.73 | +| 1 KiB | 50 | wreq (default) | 78,829.7 | 81,352.0 | +3.2 | 8.21 | 9.45 | +| 1 KiB | 50 | wreq (1 thread) | 48,037.0 | 47,294.8 | -1.5 | 2.54 | 0.93 | +| 1 KiB | 50 | pyreqwest (ST) | 4,401.7 | 4,503.2 | +2.3 | 1.32 | 1.73 | +| 1 KiB | 50 | pyreqwest (MT) | 7,767.5 | 7,864.1 | +1.2 | 1.91 | 1.07 | +| 1 KiB | 50 | ry (default) | 2,799.4 | 2,919.3 | +4.3 | 0.90 | 1.35 | +| 1 KiB | 50 | httpx | 843.1 | 896.7 | +6.4 | 1.73 | 1.95 | +| 1 KiB | 50 | aiohttp | 8,534.6 | 8,649.1 | +1.3 | 0.68 | 2.06 | +| 1 KiB | 50 | niquests | 2,288.9 | 2,395.9 | +4.7 | 4.25 | 1.31 | +| 1 KiB | 50 | curl_cffi | 6,043.3 | 6,495.6 | +7.5 | 2.82 | 3.86 | +| 1 KiB | 100 | wreq (default) | 79,639.2 | 81,263.3 | +2.0 | 13.45 | 4.67 | +| 1 KiB | 100 | wreq (1 thread) | 47,552.7 | 50,358.9 | +5.9 | 3.14 | 1.12 | +| 1 KiB | 100 | pyreqwest (ST) | 4,299.7 | 4,314.9 | +0.4 | 0.80 | 1.83 | +| 1 KiB | 100 | pyreqwest (MT) | 7,873.6 | 7,988.0 | +1.5 | 1.45 | 2.92 | +| 1 KiB | 100 | ry (default) | 2,861.1 | 2,976.6 | +4.0 | 0.76 | 0.64 | +| 1 KiB | 100 | httpx | 803.0 | 853.6 | +6.3 | 1.77 | 2.18 | +| 1 KiB | 100 | aiohttp | 8,709.8 | 8,813.0 | +1.2 | 1.25 | 1.23 | +| 1 KiB | 100 | niquests | 2,235.6 | 2,382.3 | +6.6 | 0.95 | 1.76 | +| 1 KiB | 100 | curl_cffi | 5,212.2 | 5,562.0 | +6.7 | 3.80 | 4.20 | +| 1 KiB | 150 | wreq (default) | 65,810.8 | 75,405.8 | +14.6 | 3.04 | 8.91 | +| 1 KiB | 150 | wreq (1 thread) | 47,792.6 | 47,065.1 | -1.5 | 6.35 | 0.69 | +| 1 KiB | 150 | pyreqwest (ST) | 4,173.6 | 4,259.8 | +2.1 | 3.01 | 1.32 | +| 1 KiB | 150 | pyreqwest (MT) | 7,865.8 | 8,113.9 | +3.2 | 1.19 | 1.72 | +| 1 KiB | 150 | ry (default) | 2,913.2 | 3,031.2 | +4.0 | 2.21 | 0.37 | +| 1 KiB | 150 | httpx | 804.8 | 823.4 | +2.3 | 0.77 | 0.96 | +| 1 KiB | 150 | aiohttp | 8,952.5 | 8,945.8 | -0.1 | 2.49 | 1.38 | +| 1 KiB | 150 | niquests | 2,283.9 | 2,440.9 | +6.9 | 1.85 | 0.58 | +| 1 KiB | 150 | curl_cffi | 6,401.5 | 6,504.0 | +1.6 | 2.24 | 4.44 | +| 10 KiB | 10 | wreq (default) | 27,179.2 | 26,890.0 | -1.1 | 2.27 | 3.94 | +| 10 KiB | 10 | wreq (1 thread) | 25,468.5 | 26,529.3 | +4.2 | 2.78 | 2.06 | +| 10 KiB | 10 | pyreqwest (ST) | 4,471.9 | 4,443.1 | -0.6 | 4.37 | 0.74 | +| 10 KiB | 10 | pyreqwest (MT) | 7,241.5 | 6,977.6 | -3.6 | 0.41 | 2.13 | +| 10 KiB | 10 | ry (default) | 2,408.9 | 2,552.5 | +6.0 | 2.04 | 1.88 | +| 10 KiB | 10 | httpx | 1,474.0 | 1,462.9 | -0.8 | 4.54 | 0.43 | +| 10 KiB | 10 | aiohttp | 7,696.9 | 8,034.2 | +4.4 | 2.38 | 0.93 | +| 10 KiB | 10 | niquests | 2,306.5 | 2,335.3 | +1.3 | 0.96 | 0.91 | +| 10 KiB | 10 | curl_cffi | 5,661.4 | 5,724.5 | +1.1 | 2.38 | 1.96 | +| 10 KiB | 50 | wreq (default) | 67,979.6 | 74,742.6 | +9.9 | 20.52 | 18.56 | +| 10 KiB | 50 | wreq (1 thread) | 42,466.8 | 42,001.0 | -1.1 | 2.96 | 2.63 | +| 10 KiB | 50 | pyreqwest (ST) | 4,247.3 | 4,382.9 | +3.2 | 1.57 | 1.17 | +| 10 KiB | 50 | pyreqwest (MT) | 7,691.5 | 7,787.2 | +1.2 | 2.22 | 1.25 | +| 10 KiB | 50 | ry (default) | 2,740.1 | 2,881.2 | +5.2 | 1.93 | 1.39 | +| 10 KiB | 50 | httpx | 854.6 | 885.6 | +3.6 | 0.81 | 2.20 | +| 10 KiB | 50 | aiohttp | 8,324.5 | 8,348.5 | +0.3 | 4.93 | 0.09 | +| 10 KiB | 50 | niquests | 2,194.6 | 2,307.8 | +5.2 | 1.52 | 2.16 | +| 10 KiB | 50 | curl_cffi | 6,507.4 | 6,592.4 | +1.3 | 1.77 | 3.10 | +| 10 KiB | 100 | wreq (default) | 68,443.8 | 82,495.4 | +20.5 | 4.98 | 1.34 | +| 10 KiB | 100 | wreq (1 thread) | 42,855.4 | 44,230.6 | +3.2 | 4.33 | 1.43 | +| 10 KiB | 100 | pyreqwest (ST) | 4,399.5 | 4,186.8 | -4.8 | 4.07 | 0.63 | +| 10 KiB | 100 | pyreqwest (MT) | 7,858.0 | 7,809.2 | -0.6 | 2.80 | 1.70 | +| 10 KiB | 100 | ry (default) | 2,830.1 | 2,929.1 | +3.5 | 0.44 | 0.66 | +| 10 KiB | 100 | httpx | 835.7 | 846.2 | +1.2 | 0.47 | 3.09 | +| 10 KiB | 100 | aiohttp | 8,082.0 | 8,674.5 | +7.3 | 1.73 | 2.86 | +| 10 KiB | 100 | niquests | 2,252.8 | 2,330.8 | +3.5 | 0.52 | 2.38 | +| 10 KiB | 100 | curl_cffi | 5,415.9 | 5,746.7 | +6.1 | 3.42 | 3.13 | +| 10 KiB | 150 | wreq (default) | 73,514.9 | 71,448.1 | -2.8 | 15.24 | 5.56 | +| 10 KiB | 150 | wreq (1 thread) | 42,838.8 | 42,992.6 | +0.4 | 4.11 | 7.58 | +| 10 KiB | 150 | pyreqwest (ST) | 4,155.9 | 4,209.9 | +1.3 | 2.00 | 4.53 | +| 10 KiB | 150 | pyreqwest (MT) | 7,786.1 | 7,809.1 | +0.3 | 1.60 | 1.33 | +| 10 KiB | 150 | ry (default) | 2,902.5 | 3,032.0 | +4.5 | 0.95 | 1.10 | +| 10 KiB | 150 | httpx | 769.5 | 843.2 | +9.6 | 0.31 | 0.94 | +| 10 KiB | 150 | aiohttp | 8,349.7 | 8,455.3 | +1.3 | 2.21 | 2.44 | +| 10 KiB | 150 | niquests | 2,271.3 | 2,311.8 | +1.8 | 2.49 | 3.81 | +| 10 KiB | 150 | curl_cffi | 5,661.0 | 6,290.6 | +11.1 | 4.67 | 4.63 | +| 64 KiB | 10 | wreq (default) | 23,583.4 | 23,234.5 | -1.5 | 5.91 | 2.87 | +| 64 KiB | 10 | wreq (1 thread) | 15,631.9 | 15,745.9 | +0.7 | 6.15 | 6.14 | +| 64 KiB | 10 | pyreqwest (ST) | 3,935.9 | 3,850.3 | -2.2 | 4.81 | 1.99 | +| 64 KiB | 10 | pyreqwest (MT) | 6,744.8 | 6,734.0 | -0.2 | 1.43 | 1.35 | +| 64 KiB | 10 | ry (default) | 2,353.6 | 2,487.2 | +5.7 | 2.49 | 1.35 | +| 64 KiB | 10 | httpx | 1,370.2 | 1,361.7 | -0.6 | 1.16 | 1.44 | +| 64 KiB | 10 | aiohttp | 7,595.5 | 7,608.9 | +0.2 | 1.64 | 3.00 | +| 64 KiB | 10 | niquests | 2,093.2 | 2,117.6 | +1.2 | 1.58 | 0.19 | +| 64 KiB | 10 | curl_cffi | 4,173.1 | 4,552.5 | +9.1 | 5.60 | 2.25 | +| 64 KiB | 50 | wreq (default) | 52,735.2 | 50,130.1 | -4.9 | 4.14 | 7.63 | +| 64 KiB | 50 | wreq (1 thread) | 17,867.5 | 18,038.4 | +1.0 | 4.43 | 6.17 | +| 64 KiB | 50 | pyreqwest (ST) | 3,852.7 | 3,742.6 | -2.9 | 1.16 | 3.60 | +| 64 KiB | 50 | pyreqwest (MT) | 7,537.9 | 7,528.7 | -0.1 | 0.86 | 0.64 | +| 64 KiB | 50 | ry (default) | 2,708.4 | 2,743.1 | +1.3 | 0.44 | 0.93 | +| 64 KiB | 50 | httpx | 730.4 | 765.5 | +4.8 | 2.00 | 1.06 | +| 64 KiB | 50 | aiohttp | 8,035.7 | 8,115.5 | +1.0 | 0.64 | 2.58 | +| 64 KiB | 50 | niquests | 1,978.8 | 2,096.8 | +6.0 | 2.87 | 1.25 | +| 64 KiB | 50 | curl_cffi | 4,537.0 | 4,601.4 | +1.4 | 2.51 | 1.98 | +| 64 KiB | 100 | wreq (default) | 50,683.1 | 46,717.2 | -7.8 | 3.78 | 6.49 | +| 64 KiB | 100 | wreq (1 thread) | 16,247.8 | 18,406.9 | +13.3 | 1.80 | 3.62 | +| 64 KiB | 100 | pyreqwest (ST) | 3,761.1 | 3,770.1 | +0.2 | 2.43 | 0.87 | +| 64 KiB | 100 | pyreqwest (MT) | 7,624.0 | 7,547.0 | -1.0 | 0.60 | 1.77 | +| 64 KiB | 100 | ry (default) | 2,666.6 | 2,764.0 | +3.7 | 1.21 | 3.17 | +| 64 KiB | 100 | httpx | 688.9 | 737.3 | +7.0 | 0.76 | 1.67 | +| 64 KiB | 100 | aiohttp | 7,095.7 | 7,834.0 | +10.4 | 3.10 | 3.08 | +| 64 KiB | 100 | niquests | 1,992.1 | 2,092.1 | +5.0 | 2.91 | 0.98 | +| 64 KiB | 100 | curl_cffi | 4,030.0 | 4,122.8 | +2.3 | 1.62 | 2.99 | +| 64 KiB | 150 | wreq (default) | 44,177.7 | 46,113.6 | +4.4 | 9.77 | 6.18 | +| 64 KiB | 150 | wreq (1 thread) | 15,639.4 | 16,034.5 | +2.5 | 1.77 | 3.47 | +| 64 KiB | 150 | pyreqwest (ST) | 3,609.9 | 3,658.1 | +1.3 | 2.73 | 0.56 | +| 64 KiB | 150 | pyreqwest (MT) | 7,533.7 | 7,353.4 | -2.4 | 3.42 | 3.03 | +| 64 KiB | 150 | ry (default) | 2,601.2 | 2,788.2 | +7.2 | 2.05 | 1.40 | +| 64 KiB | 150 | httpx | 675.0 | 717.7 | +6.3 | 0.77 | 1.09 | +| 64 KiB | 150 | aiohttp | 6,965.7 | 7,580.8 | +8.8 | 2.54 | 1.35 | +| 64 KiB | 150 | niquests | 2,044.0 | 2,104.2 | +2.9 | 1.33 | 1.37 | +| 64 KiB | 150 | curl_cffi | 3,959.6 | 4,161.6 | +5.1 | 3.79 | 0.52 | +| 128 KiB | 10 | wreq (default) | 19,350.1 | 19,686.8 | +1.7 | 2.10 | 2.41 | +| 128 KiB | 10 | wreq (1 thread) | 9,611.1 | 9,419.1 | -2.0 | 1.18 | 4.00 | +| 128 KiB | 10 | pyreqwest (ST) | 3,378.7 | 3,441.0 | +1.8 | 1.06 | 2.68 | +| 128 KiB | 10 | pyreqwest (MT) | 6,431.8 | 6,502.6 | +1.1 | 0.84 | 0.60 | +| 128 KiB | 10 | ry (default) | 2,424.7 | 2,506.3 | +3.4 | 1.32 | 1.79 | +| 128 KiB | 10 | httpx | 1,144.8 | 1,224.2 | +6.9 | 5.17 | 2.06 | +| 128 KiB | 10 | aiohttp | 6,152.7 | 6,085.5 | -1.1 | 1.35 | 1.33 | +| 128 KiB | 10 | niquests | 1,785.1 | 1,844.4 | +3.3 | 2.01 | 0.87 | +| 128 KiB | 10 | curl_cffi | 2,969.8 | 3,025.5 | +1.9 | 1.60 | 3.39 | +| 128 KiB | 50 | wreq (default) | 31,313.6 | 34,990.8 | +11.7 | 3.93 | 3.92 | +| 128 KiB | 50 | wreq (1 thread) | 8,059.0 | 8,348.6 | +3.6 | 4.72 | 0.57 | +| 128 KiB | 50 | pyreqwest (ST) | 3,166.7 | 3,251.2 | +2.7 | 1.77 | 0.92 | +| 128 KiB | 50 | pyreqwest (MT) | 7,357.3 | 7,515.9 | +2.2 | 1.54 | 2.18 | +| 128 KiB | 50 | ry (default) | 2,582.3 | 2,709.1 | +4.9 | 3.03 | 2.05 | +| 128 KiB | 50 | httpx | 592.4 | 650.3 | +9.8 | 1.25 | 1.48 | +| 128 KiB | 50 | aiohttp | 5,861.5 | 6,318.6 | +7.8 | 1.88 | 2.03 | +| 128 KiB | 50 | niquests | 1,721.6 | 1,795.9 | +4.3 | 2.80 | 0.42 | +| 128 KiB | 50 | curl_cffi | 3,377.6 | 3,171.9 | -6.1 | 3.87 | 7.46 | +| 128 KiB | 100 | wreq (default) | 30,307.8 | 33,456.3 | +10.4 | 1.50 | 1.72 | +| 128 KiB | 100 | wreq (1 thread) | 8,120.7 | 8,146.2 | +0.3 | 2.63 | 3.33 | +| 128 KiB | 100 | pyreqwest (ST) | 3,281.2 | 3,253.3 | -0.9 | 1.68 | 0.62 | +| 128 KiB | 100 | pyreqwest (MT) | 7,352.5 | 7,199.5 | -2.1 | 1.92 | 4.28 | +| 128 KiB | 100 | ry (default) | 2,570.3 | 2,733.4 | +6.3 | 2.97 | 1.62 | +| 128 KiB | 100 | httpx | 597.7 | 620.6 | +3.8 | 3.53 | 1.51 | +| 128 KiB | 100 | aiohttp | 6,138.4 | 6,381.9 | +4.0 | 3.63 | 3.02 | +| 128 KiB | 100 | niquests | 1,684.1 | 1,755.5 | +4.2 | 4.75 | 0.54 | +| 128 KiB | 100 | curl_cffi | 3,060.9 | 3,161.0 | +3.3 | 2.35 | 0.74 | +| 128 KiB | 150 | wreq (default) | 29,066.0 | 29,081.5 | +0.1 | 2.14 | 1.12 | +| 128 KiB | 150 | wreq (1 thread) | 7,233.8 | 7,431.6 | +2.7 | 5.53 | 1.42 | +| 128 KiB | 150 | pyreqwest (ST) | 3,184.3 | 3,293.9 | +3.4 | 2.37 | 1.35 | +| 128 KiB | 150 | pyreqwest (MT) | 7,299.1 | 7,402.9 | +1.4 | 1.30 | 1.10 | +| 128 KiB | 150 | ry (default) | 2,581.9 | 2,732.9 | +5.8 | 1.34 | 1.77 | +| 128 KiB | 150 | httpx | 572.3 | 603.3 | +5.4 | 3.19 | 1.29 | +| 128 KiB | 150 | aiohttp | 6,141.5 | 6,478.8 | +5.5 | 0.21 | 1.60 | +| 128 KiB | 150 | niquests | 1,659.5 | 1,695.6 | +2.2 | 4.90 | 6.09 | +| 128 KiB | 150 | curl_cffi | 2,912.7 | 2,989.1 | +2.6 | 1.79 | 5.29 | +| 1 MiB | 10 | wreq (default) | 5,228.2 | 4,976.0 | -4.8 | 3.15 | 2.43 | +| 1 MiB | 10 | wreq (1 thread) | 1,153.0 | 1,141.0 | -1.0 | 3.98 | 5.46 | +| 1 MiB | 10 | pyreqwest (ST) | 1,001.5 | 1,055.5 | +5.4 | 4.21 | 3.57 | +| 1 MiB | 10 | pyreqwest (MT) | 3,289.7 | 3,272.0 | -0.5 | 0.41 | 1.96 | +| 1 MiB | 10 | ry (default) | 1,424.8 | 1,430.0 | +0.4 | 0.92 | 1.26 | +| 1 MiB | 10 | httpx | 518.9 | 537.3 | +3.6 | 1.51 | 2.93 | +| 1 MiB | 10 | aiohttp | 1,474.9 | 1,510.9 | +2.4 | 4.01 | 2.12 | +| 1 MiB | 10 | niquests | 669.2 | 685.0 | +2.4 | 1.93 | 4.66 | +| 1 MiB | 10 | curl_cffi | 654.9 | 665.2 | +1.6 | 0.25 | 1.69 | +| 1 MiB | 50 | wreq (default) | 4,271.0 | 4,377.9 | +2.5 | 2.34 | 2.94 | +| 1 MiB | 50 | wreq (1 thread) | 1,116.5 | 1,121.9 | +0.5 | 1.41 | 1.55 | +| 1 MiB | 50 | pyreqwest (ST) | 1,008.3 | 1,022.8 | +1.4 | 3.08 | 4.40 | +| 1 MiB | 50 | pyreqwest (MT) | 3,269.3 | 3,423.1 | +4.7 | 3.14 | 1.13 | +| 1 MiB | 50 | ry (default) | 1,578.8 | 1,616.7 | +2.4 | 1.63 | 0.78 | +| 1 MiB | 50 | httpx | 265.6 | 275.1 | +3.6 | 1.82 | 1.78 | +| 1 MiB | 50 | aiohttp | 1,377.7 | 1,457.7 | +5.8 | 2.47 | 1.22 | +| 1 MiB | 50 | niquests | 700.3 | 714.4 | +2.0 | 0.51 | 0.45 | +| 1 MiB | 50 | curl_cffi | 676.5 | 677.8 | +0.2 | 1.05 | 1.09 | +| 1 MiB | 100 | wreq (default) | 3,847.7 | 4,154.7 | +8.0 | 1.92 | 1.17 | +| 1 MiB | 100 | wreq (1 thread) | 1,022.4 | 1,016.8 | -0.5 | 1.11 | 1.20 | +| 1 MiB | 100 | pyreqwest (ST) | 926.5 | 899.7 | -2.9 | 1.09 | 2.47 | +| 1 MiB | 100 | pyreqwest (MT) | 3,140.2 | 3,199.5 | +1.9 | 3.98 | 1.51 | +| 1 MiB | 100 | ry (default) | 1,560.8 | 1,615.2 | +3.5 | 0.84 | 1.27 | +| 1 MiB | 100 | httpx | 218.4 | 231.8 | +6.1 | 4.13 | 1.15 | +| 1 MiB | 100 | aiohttp | 1,421.0 | 1,437.8 | +1.2 | 0.20 | 5.79 | +| 1 MiB | 100 | niquests | 700.2 | 714.4 | +2.0 | 3.33 | 2.21 | +| 1 MiB | 100 | curl_cffi | 652.9 | 660.9 | +1.2 | 1.17 | 0.91 | +| 1 MiB | 150 | wreq (default) | 3,743.9 | 3,871.6 | +3.4 | 2.07 | 0.68 | +| 1 MiB | 150 | wreq (1 thread) | 1,000.4 | 1,052.3 | +5.2 | 5.41 | 1.61 | +| 1 MiB | 150 | pyreqwest (ST) | 944.7 | 970.6 | +2.7 | 2.52 | 1.56 | +| 1 MiB | 150 | pyreqwest (MT) | 3,024.0 | 2,999.1 | -0.8 | 2.23 | 1.49 | +| 1 MiB | 150 | ry (default) | 1,516.3 | 1,598.8 | +5.4 | 1.56 | 1.06 | +| 1 MiB | 150 | httpx | 201.8 | 210.5 | +4.3 | 0.79 | 1.89 | +| 1 MiB | 150 | aiohttp | 1,290.1 | 1,407.2 | +9.1 | 4.79 | 9.79 | +| 1 MiB | 150 | niquests | 693.4 | 705.1 | +1.7 | 5.03 | 3.99 | +| 1 MiB | 150 | curl_cffi | 633.2 | 660.4 | +4.3 | 2.92 | 0.31 | +| 2 MiB | 10 | wreq (default) | 2,327.6 | 2,447.5 | +5.2 | 2.17 | 3.57 | +| 2 MiB | 10 | wreq (1 thread) | 565.9 | 582.3 | +2.9 | 2.61 | 1.36 | +| 2 MiB | 10 | pyreqwest (ST) | 559.6 | 550.9 | -1.6 | 1.23 | 1.51 | +| 2 MiB | 10 | pyreqwest (MT) | 2,008.9 | 1,992.8 | -0.8 | 2.40 | 1.77 | +| 2 MiB | 10 | ry (default) | 911.0 | 952.3 | +4.5 | 2.58 | 1.17 | +| 2 MiB | 10 | httpx | 302.5 | 322.1 | +6.5 | 0.96 | 1.34 | +| 2 MiB | 10 | aiohttp | 725.2 | 810.6 | +11.8 | 3.91 | 0.86 | +| 2 MiB | 10 | niquests | 398.5 | 415.6 | +4.3 | 2.28 | 1.58 | +| 2 MiB | 10 | curl_cffi | 342.6 | 346.8 | +1.2 | 2.10 | 0.69 | +| 2 MiB | 50 | wreq (default) | 2,028.5 | 2,065.1 | +1.8 | 5.00 | 1.68 | +| 2 MiB | 50 | wreq (1 thread) | 593.1 | 600.9 | +1.3 | 3.54 | 0.55 | +| 2 MiB | 50 | pyreqwest (ST) | 571.5 | 597.5 | +4.6 | 1.33 | 2.25 | +| 2 MiB | 50 | pyreqwest (MT) | 1,884.1 | 1,945.6 | +3.3 | 2.70 | 0.26 | +| 2 MiB | 50 | ry (default) | 1,029.9 | 1,037.5 | +0.7 | 0.81 | 0.93 | +| 2 MiB | 50 | httpx | 193.2 | 204.8 | +6.0 | 3.14 | 1.84 | +| 2 MiB | 50 | aiohttp | 782.1 | 810.8 | +3.7 | 1.26 | 1.91 | +| 2 MiB | 50 | niquests | 413.1 | 429.2 | +3.9 | 1.72 | 1.36 | +| 2 MiB | 50 | curl_cffi | 352.3 | 355.1 | +0.8 | 1.80 | 1.17 | +| 2 MiB | 100 | wreq (default) | 1,805.2 | 1,913.0 | +6.0 | 6.67 | 3.25 | +| 2 MiB | 100 | wreq (1 thread) | 572.0 | 571.4 | -0.1 | 0.22 | 2.60 | +| 2 MiB | 100 | pyreqwest (ST) | 558.5 | 576.2 | +3.2 | 1.28 | 2.36 | +| 2 MiB | 100 | pyreqwest (MT) | 1,739.6 | 1,850.2 | +6.4 | 4.74 | 1.85 | +| 2 MiB | 100 | ry (default) | 1,004.1 | 1,005.4 | +0.1 | 1.22 | 1.18 | +| 2 MiB | 100 | httpx | 140.0 | 150.0 | +7.1 | 2.23 | 0.14 | +| 2 MiB | 100 | aiohttp | 699.4 | 714.4 | +2.1 | 4.24 | 5.25 | +| 2 MiB | 100 | niquests | 410.9 | 426.3 | +3.7 | 4.37 | 2.87 | +| 2 MiB | 100 | curl_cffi | 319.0 | 357.5 | +12.1 | 1.87 | 1.01 | +| 2 MiB | 150 | wreq (default) | 1,726.1 | 1,909.9 | +10.7 | 6.48 | 0.44 | +| 2 MiB | 150 | wreq (1 thread) | 555.3 | 572.9 | +3.2 | 2.19 | 1.44 | +| 2 MiB | 150 | pyreqwest (ST) | 562.4 | 569.1 | +1.2 | 1.00 | 1.23 | +| 2 MiB | 150 | pyreqwest (MT) | 1,727.4 | 1,752.9 | +1.5 | 2.55 | 1.90 | +| 2 MiB | 150 | ry (default) | 956.6 | 988.8 | +3.4 | 0.39 | 0.07 | +| 2 MiB | 150 | httpx | 130.9 | 136.6 | +4.4 | 1.63 | 1.50 | +| 2 MiB | 150 | aiohttp | 729.9 | 730.9 | +0.1 | 7.74 | 5.74 | +| 2 MiB | 150 | niquests | 414.2 | 432.2 | +4.4 | 1.22 | 1.95 | +| 2 MiB | 150 | curl_cffi | 327.9 | 341.7 | +4.2 | 3.56 | 1.86 | +| 4 MiB | 10 | wreq (default) | 870.9 | 1,091.2 | +25.3 | 5.19 | 1.88 | +| 4 MiB | 10 | wreq (1 thread) | 329.2 | 333.4 | +1.3 | 3.74 | 3.65 | +| 4 MiB | 10 | pyreqwest (ST) | 317.5 | 324.0 | +2.0 | 1.61 | 3.45 | +| 4 MiB | 10 | pyreqwest (MT) | 953.1 | 1,012.1 | +6.2 | 2.76 | 3.76 | +| 4 MiB | 10 | ry (default) | 561.2 | 569.2 | +1.4 | 2.75 | 1.82 | +| 4 MiB | 10 | httpx | 166.6 | 171.3 | +2.8 | 1.08 | 1.12 | +| 4 MiB | 10 | aiohttp | 376.4 | 389.7 | +3.5 | 0.80 | 0.89 | +| 4 MiB | 10 | niquests | 210.2 | 219.8 | +4.6 | 1.50 | 1.35 | +| 4 MiB | 10 | curl_cffi | 176.9 | 178.5 | +0.9 | 1.33 | 0.69 | +| 4 MiB | 50 | wreq (default) | 972.6 | 1,002.5 | +3.1 | 1.10 | 1.27 | +| 4 MiB | 50 | wreq (1 thread) | 317.1 | 315.5 | -0.5 | 1.93 | 1.15 | +| 4 MiB | 50 | pyreqwest (ST) | 325.4 | 326.6 | +0.4 | 1.20 | 1.30 | +| 4 MiB | 50 | pyreqwest (MT) | 946.4 | 935.3 | -1.2 | 0.87 | 1.53 | +| 4 MiB | 50 | ry (default) | 620.3 | 633.5 | +2.1 | 0.37 | 0.92 | +| 4 MiB | 50 | httpx | 135.2 | 142.6 | +5.5 | 2.77 | 1.52 | +| 4 MiB | 50 | aiohttp | 362.2 | 382.6 | +5.7 | 4.29 | 1.35 | +| 4 MiB | 50 | niquests | 220.8 | 227.5 | +3.0 | 0.30 | 1.88 | +| 4 MiB | 50 | curl_cffi | 167.7 | 183.9 | +9.7 | 2.61 | 2.24 | +| 4 MiB | 100 | wreq (default) | 921.8 | 951.5 | +3.2 | 0.32 | 0.48 | +| 4 MiB | 100 | wreq (1 thread) | 304.9 | 307.2 | +0.8 | 0.82 | 1.45 | +| 4 MiB | 100 | pyreqwest (ST) | 300.5 | 312.8 | +4.1 | 3.42 | 0.51 | +| 4 MiB | 100 | pyreqwest (MT) | 890.8 | 893.8 | +0.3 | 1.21 | 1.66 | +| 4 MiB | 100 | ry (default) | 585.6 | 614.9 | +5.0 | 1.75 | 1.68 | +| 4 MiB | 100 | httpx | 83.1 | 85.0 | +2.3 | 0.82 | 0.99 | +| 4 MiB | 100 | aiohttp | 339.7 | 383.8 | +13.0 | 5.75 | 1.30 | +| 4 MiB | 100 | niquests | 216.0 | 228.9 | +6.0 | 2.89 | 1.34 | +| 4 MiB | 100 | curl_cffi | 175.3 | 175.4 | +0.1 | 1.47 | 1.32 | +| 4 MiB | 150 | wreq (default) | 880.6 | 883.2 | +0.3 | 0.62 | 0.77 | +| 4 MiB | 150 | wreq (1 thread) | 295.8 | 292.2 | -1.2 | 0.64 | 1.82 | +| 4 MiB | 150 | pyreqwest (ST) | 301.7 | 311.1 | +3.1 | 0.56 | 0.96 | +| 4 MiB | 150 | pyreqwest (MT) | 841.7 | 817.6 | -2.9 | 1.83 | 1.33 | +| 4 MiB | 150 | ry (default) | 563.1 | 585.3 | +3.9 | 1.26 | 1.89 | +| 4 MiB | 150 | httpx | 78.5 | 81.0 | +3.2 | 2.10 | 0.83 | +| 4 MiB | 150 | aiohttp | 348.4 | 353.0 | +1.3 | 6.16 | 2.35 | +| 4 MiB | 150 | niquests | 222.9 | 224.2 | +0.6 | 0.58 | 1.38 | +| 4 MiB | 150 | curl_cffi | 171.9 | 177.2 | +3.1 | 2.35 | 3.84 | + +#### HTTP/1.1 — Stream upload + +| Payload | Concurrency | Client | Before RPS | After RPS | Change % | Before CV % | After CV % | +| --- | ---: | --- | ---: | ---: | ---: | ---: | ---: | +| 1 KiB | 10 | wreq (default) | 15,530.0 | 16,530.4 | +6.4 | 5.85 | 3.88 | +| 1 KiB | 10 | wreq (1 thread) | 14,545.1 | 13,667.8 | -6.0 | 4.55 | 2.08 | +| 1 KiB | 10 | pyreqwest (ST) | 2,565.1 | 2,554.3 | -0.4 | 1.11 | 1.69 | +| 1 KiB | 10 | pyreqwest (MT) | 2,908.3 | 2,908.3 | +0.0 | 1.21 | 1.21 | +| 1 KiB | 10 | ry (default) | 1,407.0 | 1,481.6 | +5.3 | 2.43 | 0.91 | +| 1 KiB | 10 | httpx | 1,332.4 | 1,335.3 | +0.2 | 1.47 | 2.92 | +| 1 KiB | 10 | aiohttp | 7,333.1 | 7,345.0 | +0.2 | 0.76 | 2.16 | +| 1 KiB | 10 | niquests | 2,171.7 | 2,179.2 | +0.3 | 1.64 | 0.38 | +| 1 KiB | 10 | curl_cffi | 3,557.9 | 3,554.8 | -0.1 | 1.28 | 0.36 | +| 1 KiB | 50 | wreq (default) | 25,755.8 | 25,051.6 | -2.7 | 3.23 | 6.91 | +| 1 KiB | 50 | wreq (1 thread) | 23,848.0 | 21,300.4 | -10.7 | 0.96 | 5.50 | +| 1 KiB | 50 | pyreqwest (ST) | 2,520.2 | 2,560.7 | +1.6 | 3.42 | 4.92 | +| 1 KiB | 50 | pyreqwest (MT) | 3,456.0 | 3,398.3 | -1.7 | 0.59 | 1.43 | +| 1 KiB | 50 | ry (default) | 1,634.0 | 1,700.5 | +4.1 | 1.23 | 1.57 | +| 1 KiB | 50 | httpx | 737.2 | 764.4 | +3.7 | 1.18 | 0.86 | +| 1 KiB | 50 | aiohttp | 7,727.0 | 7,967.0 | +3.1 | 3.71 | 2.64 | +| 1 KiB | 50 | niquests | 2,153.2 | 2,198.3 | +2.1 | 1.49 | 1.30 | +| 1 KiB | 50 | curl_cffi | 4,358.2 | 4,474.2 | +2.7 | 2.66 | 2.34 | +| 1 KiB | 100 | wreq (default) | 25,030.7 | 23,831.0 | -4.8 | 9.92 | 3.22 | +| 1 KiB | 100 | wreq (1 thread) | 20,414.8 | 18,776.2 | -8.0 | 3.00 | 23.65 | +| 1 KiB | 100 | pyreqwest (ST) | 2,530.7 | 2,467.3 | -2.5 | 4.79 | 2.82 | +| 1 KiB | 100 | pyreqwest (MT) | 3,466.0 | 3,510.1 | +1.3 | 1.60 | 0.72 | +| 1 KiB | 100 | ry (default) | 1,633.9 | 1,744.5 | +6.8 | 1.65 | 1.31 | +| 1 KiB | 100 | httpx | 678.6 | 742.8 | +9.5 | 4.28 | 1.13 | +| 1 KiB | 100 | aiohttp | 8,053.8 | 8,120.5 | +0.8 | 2.56 | 1.35 | +| 1 KiB | 100 | niquests | 2,156.2 | 2,225.3 | +3.2 | 2.85 | 2.45 | +| 1 KiB | 100 | curl_cffi | 4,445.1 | 4,488.6 | +1.0 | 1.70 | 2.19 | +| 1 KiB | 150 | wreq (default) | 24,585.3 | 25,215.8 | +2.6 | 3.48 | 9.54 | +| 1 KiB | 150 | wreq (1 thread) | 15,734.1 | 15,009.0 | -4.6 | 15.39 | 26.75 | +| 1 KiB | 150 | pyreqwest (ST) | 2,539.1 | 2,476.2 | -2.5 | 3.44 | 0.99 | +| 1 KiB | 150 | pyreqwest (MT) | 3,564.5 | 3,568.4 | +0.1 | 1.89 | 0.70 | +| 1 KiB | 150 | ry (default) | 1,674.4 | 1,764.8 | +5.4 | 0.28 | 0.34 | +| 1 KiB | 150 | httpx | 683.2 | 723.3 | +5.9 | 4.79 | 3.50 | +| 1 KiB | 150 | aiohttp | 8,204.7 | 8,213.5 | +0.1 | 2.49 | 1.07 | +| 1 KiB | 150 | niquests | 2,245.2 | 2,253.3 | +0.4 | 1.71 | 1.64 | +| 1 KiB | 150 | curl_cffi | 4,399.0 | 4,285.6 | -2.6 | 2.88 | 5.74 | +| 10 KiB | 10 | wreq (default) | 15,666.4 | 17,396.2 | +11.0 | 3.89 | 4.13 | +| 10 KiB | 10 | wreq (1 thread) | 13,782.5 | 13,544.2 | -1.7 | 1.27 | 4.12 | +| 10 KiB | 10 | pyreqwest (ST) | 2,602.0 | 2,607.9 | +0.2 | 2.33 | 1.46 | +| 10 KiB | 10 | pyreqwest (MT) | 2,894.9 | 2,841.2 | -1.9 | 0.79 | 1.66 | +| 10 KiB | 10 | ry (default) | 1,414.8 | 1,465.6 | +3.6 | 2.16 | 0.46 | +| 10 KiB | 10 | httpx | 1,292.2 | 1,370.4 | +6.0 | 1.65 | 5.06 | +| 10 KiB | 10 | aiohttp | 6,782.5 | 6,829.7 | +0.7 | 1.31 | 0.19 | +| 10 KiB | 10 | niquests | 2,099.4 | 2,198.1 | +4.7 | 2.63 | 1.88 | +| 10 KiB | 10 | curl_cffi | 3,475.8 | 3,561.1 | +2.5 | 0.12 | 1.50 | +| 10 KiB | 50 | wreq (default) | 24,526.0 | 25,700.5 | +4.8 | 13.58 | 1.90 | +| 10 KiB | 50 | wreq (1 thread) | 19,230.8 | 19,799.6 | +3.0 | 5.11 | 3.46 | +| 10 KiB | 50 | pyreqwest (ST) | 2,521.0 | 2,480.8 | -1.6 | 4.13 | 1.73 | +| 10 KiB | 50 | pyreqwest (MT) | 3,324.4 | 3,354.8 | +0.9 | 2.10 | 1.96 | +| 10 KiB | 50 | ry (default) | 1,665.5 | 1,701.9 | +2.2 | 0.84 | 0.29 | +| 10 KiB | 50 | httpx | 730.1 | 764.7 | +4.8 | 1.83 | 0.76 | +| 10 KiB | 50 | aiohttp | 7,221.3 | 7,313.0 | +1.3 | 1.19 | 0.68 | +| 10 KiB | 50 | niquests | 2,117.2 | 2,147.6 | +1.4 | 1.03 | 2.90 | +| 10 KiB | 50 | curl_cffi | 4,049.2 | 4,269.0 | +5.4 | 7.23 | 2.01 | +| 10 KiB | 100 | wreq (default) | 25,374.3 | 25,151.4 | -0.9 | 9.90 | 2.94 | +| 10 KiB | 100 | wreq (1 thread) | 17,478.8 | 18,386.3 | +5.2 | 9.90 | 2.09 | +| 10 KiB | 100 | pyreqwest (ST) | 2,522.5 | 2,418.7 | -4.1 | 0.12 | 2.07 | +| 10 KiB | 100 | pyreqwest (MT) | 3,378.8 | 3,486.3 | +3.2 | 4.56 | 0.56 | +| 10 KiB | 100 | ry (default) | 1,656.1 | 1,750.9 | +5.7 | 0.65 | 0.34 | +| 10 KiB | 100 | httpx | 671.1 | 744.5 | +10.9 | 4.72 | 1.00 | +| 10 KiB | 100 | aiohttp | 7,303.3 | 7,552.3 | +3.4 | 1.50 | 2.71 | +| 10 KiB | 100 | niquests | 2,032.4 | 2,080.8 | +2.4 | 9.93 | 8.90 | +| 10 KiB | 100 | curl_cffi | 4,225.5 | 4,413.8 | +4.5 | 0.70 | 1.59 | +| 10 KiB | 150 | wreq (default) | 24,581.0 | 20,736.9 | -15.6 | 3.87 | 11.93 | +| 10 KiB | 150 | wreq (1 thread) | 15,023.8 | 15,314.5 | +1.9 | 3.81 | 0.25 | +| 10 KiB | 150 | pyreqwest (ST) | 2,616.3 | 2,544.8 | -2.7 | 5.14 | 2.91 | +| 10 KiB | 150 | pyreqwest (MT) | 3,563.7 | 3,541.7 | -0.6 | 1.30 | 1.67 | +| 10 KiB | 150 | ry (default) | 1,669.2 | 1,758.1 | +5.3 | 0.81 | 0.26 | +| 10 KiB | 150 | httpx | 680.5 | 724.6 | +6.5 | 1.86 | 1.21 | +| 10 KiB | 150 | aiohttp | 7,444.4 | 7,774.7 | +4.4 | 1.74 | 0.92 | +| 10 KiB | 150 | niquests | 1,907.4 | 2,111.1 | +10.7 | 16.82 | 7.29 | +| 10 KiB | 150 | curl_cffi | 4,124.5 | 4,365.9 | +5.9 | 6.14 | 0.06 | +| 64 KiB | 10 | wreq (default) | 12,057.4 | 12,004.2 | -0.4 | 1.67 | 3.88 | +| 64 KiB | 10 | wreq (1 thread) | 7,317.0 | 7,244.8 | -1.0 | 1.30 | 4.35 | +| 64 KiB | 10 | pyreqwest (ST) | 1,418.9 | 1,415.9 | -0.2 | 1.38 | 2.08 | +| 64 KiB | 10 | pyreqwest (MT) | 1,514.8 | 1,487.8 | -1.8 | 0.93 | 0.79 | +| 64 KiB | 10 | ry (default) | 891.0 | 921.1 | +3.4 | 1.25 | 0.31 | +| 64 KiB | 10 | httpx | 1,175.9 | 1,237.6 | +5.2 | 2.94 | 1.66 | +| 64 KiB | 10 | aiohttp | 5,071.3 | 5,244.6 | +3.4 | 1.58 | 0.46 | +| 64 KiB | 10 | niquests | 1,753.3 | 1,831.3 | +4.4 | 1.45 | 1.01 | +| 64 KiB | 10 | curl_cffi | 2,457.5 | 2,524.1 | +2.7 | 1.39 | 1.23 | +| 64 KiB | 50 | wreq (default) | 20,470.9 | 19,968.8 | -2.5 | 8.28 | 4.06 | +| 64 KiB | 50 | wreq (1 thread) | 6,631.3 | 6,547.7 | -1.3 | 1.52 | 4.57 | +| 64 KiB | 50 | pyreqwest (ST) | 1,390.3 | 1,429.8 | +2.8 | 1.00 | 0.22 | +| 64 KiB | 50 | pyreqwest (MT) | 1,755.4 | 1,749.9 | -0.3 | 0.96 | 0.50 | +| 64 KiB | 50 | ry (default) | 1,018.5 | 1,072.2 | +5.3 | 2.01 | 0.66 | +| 64 KiB | 50 | httpx | 540.5 | 534.0 | -1.2 | 0.90 | 2.24 | +| 64 KiB | 50 | aiohttp | 5,538.9 | 5,713.0 | +3.1 | 2.02 | 2.80 | +| 64 KiB | 50 | niquests | 1,727.3 | 1,748.3 | +1.2 | 1.15 | 2.12 | +| 64 KiB | 50 | curl_cffi | 2,712.3 | 2,844.3 | +4.9 | 0.27 | 1.18 | +| 64 KiB | 100 | wreq (default) | 18,747.8 | 20,568.7 | +9.7 | 8.92 | 5.29 | +| 64 KiB | 100 | wreq (1 thread) | 6,037.1 | 6,140.0 | +1.7 | 5.84 | 4.38 | +| 64 KiB | 100 | pyreqwest (ST) | 1,413.9 | 1,413.4 | -0.0 | 1.82 | 3.11 | +| 64 KiB | 100 | pyreqwest (MT) | 1,833.9 | 1,827.0 | -0.4 | 0.35 | 1.18 | +| 64 KiB | 100 | ry (default) | 1,052.6 | 1,091.8 | +3.7 | 0.47 | 0.31 | +| 64 KiB | 100 | httpx | 449.5 | 470.7 | +4.7 | 1.93 | 0.94 | +| 64 KiB | 100 | aiohttp | 5,300.3 | 5,588.5 | +5.4 | 2.14 | 2.67 | +| 64 KiB | 100 | niquests | 1,600.9 | 1,674.4 | +4.6 | 6.53 | 4.39 | +| 64 KiB | 100 | curl_cffi | 2,667.9 | 2,669.4 | +0.1 | 0.52 | 3.10 | +| 64 KiB | 150 | wreq (default) | 18,688.8 | 18,202.3 | -2.6 | 3.39 | 9.41 | +| 64 KiB | 150 | wreq (1 thread) | 5,565.1 | 5,590.9 | +0.5 | 1.11 | 1.33 | +| 64 KiB | 150 | pyreqwest (ST) | 1,371.9 | 1,356.2 | -1.1 | 2.43 | 1.25 | +| 64 KiB | 150 | pyreqwest (MT) | 1,856.3 | 1,867.2 | +0.6 | 1.13 | 0.12 | +| 64 KiB | 150 | ry (default) | 1,041.1 | 1,100.1 | +5.7 | 0.76 | 0.54 | +| 64 KiB | 150 | httpx | 450.3 | 470.8 | +4.6 | 1.67 | 1.03 | +| 64 KiB | 150 | aiohttp | 5,065.0 | 5,772.2 | +14.0 | 4.12 | 1.41 | +| 64 KiB | 150 | niquests | 1,692.9 | 1,769.0 | +4.5 | 2.31 | 1.38 | +| 64 KiB | 150 | curl_cffi | 2,501.2 | 2,501.9 | +0.0 | 2.23 | 0.91 | +| 128 KiB | 10 | wreq (default) | 11,772.2 | 11,672.6 | -0.8 | 0.38 | 1.51 | +| 128 KiB | 10 | wreq (1 thread) | 4,870.5 | 4,987.5 | +2.4 | 2.05 | 2.34 | +| 128 KiB | 10 | pyreqwest (ST) | 1,387.5 | 1,387.0 | -0.0 | 0.24 | 0.86 | +| 128 KiB | 10 | pyreqwest (MT) | 1,475.8 | 1,471.5 | -0.3 | 1.10 | 0.94 | +| 128 KiB | 10 | ry (default) | 891.6 | 914.3 | +2.5 | 2.87 | 1.11 | +| 128 KiB | 10 | httpx | 1,059.7 | 1,075.2 | +1.5 | 2.31 | 3.17 | +| 128 KiB | 10 | aiohttp | 4,722.4 | 4,892.9 | +3.6 | 0.70 | 1.39 | +| 128 KiB | 10 | niquests | 1,465.3 | 1,445.7 | -1.3 | 0.83 | 3.09 | +| 128 KiB | 10 | curl_cffi | 2,086.6 | 2,093.2 | +0.3 | 1.39 | 1.07 | +| 128 KiB | 50 | wreq (default) | 19,053.3 | 20,086.8 | +5.4 | 1.92 | 4.92 | +| 128 KiB | 50 | wreq (1 thread) | 4,498.7 | 4,660.5 | +3.6 | 3.17 | 1.95 | +| 128 KiB | 50 | pyreqwest (ST) | 1,356.2 | 1,321.3 | -2.6 | 1.30 | 0.94 | +| 128 KiB | 50 | pyreqwest (MT) | 1,731.8 | 1,710.2 | -1.2 | 1.00 | 2.14 | +| 128 KiB | 50 | ry (default) | 1,030.1 | 1,066.0 | +3.5 | 0.46 | 0.33 | +| 128 KiB | 50 | httpx | 455.1 | 474.7 | +4.3 | 0.85 | 2.31 | +| 128 KiB | 50 | aiohttp | 4,571.2 | 4,801.4 | +5.0 | 1.23 | 1.23 | +| 128 KiB | 50 | niquests | 1,396.1 | 1,434.3 | +2.7 | 1.39 | 1.10 | +| 128 KiB | 50 | curl_cffi | 2,276.0 | 2,351.9 | +3.3 | 1.14 | 1.11 | +| 128 KiB | 100 | wreq (default) | 17,055.4 | 16,998.1 | -0.3 | 1.47 | 5.06 | +| 128 KiB | 100 | wreq (1 thread) | 4,178.7 | 4,292.4 | +2.7 | 5.17 | 3.79 | +| 128 KiB | 100 | pyreqwest (ST) | 1,315.4 | 1,334.5 | +1.5 | 0.07 | 2.83 | +| 128 KiB | 100 | pyreqwest (MT) | 1,817.7 | 1,804.9 | -0.7 | 0.86 | 0.21 | +| 128 KiB | 100 | ry (default) | 1,005.8 | 1,080.2 | +7.4 | 2.87 | 0.19 | +| 128 KiB | 100 | httpx | 410.2 | 432.7 | +5.5 | 1.14 | 0.06 | +| 128 KiB | 100 | aiohttp | 4,368.8 | 4,647.1 | +6.4 | 6.21 | 1.85 | +| 128 KiB | 100 | niquests | 1,404.6 | 1,443.9 | +2.8 | 0.30 | 2.11 | +| 128 KiB | 100 | curl_cffi | 2,118.7 | 2,223.9 | +5.0 | 1.17 | 3.13 | +| 128 KiB | 150 | wreq (default) | 16,134.6 | 17,670.6 | +9.5 | 4.68 | 3.54 | +| 128 KiB | 150 | wreq (1 thread) | 3,808.2 | 3,854.4 | +1.2 | 1.79 | 2.65 | +| 128 KiB | 150 | pyreqwest (ST) | 1,286.6 | 1,345.9 | +4.6 | 0.84 | 1.23 | +| 128 KiB | 150 | pyreqwest (MT) | 1,823.1 | 1,827.5 | +0.2 | 0.78 | 0.76 | +| 128 KiB | 150 | ry (default) | 1,023.8 | 1,095.7 | +7.0 | 0.65 | 0.46 | +| 128 KiB | 150 | httpx | 401.9 | 414.1 | +3.0 | 0.51 | 0.56 | +| 128 KiB | 150 | aiohttp | 4,273.4 | 4,516.5 | +5.7 | 1.69 | 4.27 | +| 128 KiB | 150 | niquests | 1,351.8 | 1,351.8 | -0.0 | 3.88 | 3.65 | +| 128 KiB | 150 | curl_cffi | 2,060.1 | 2,143.0 | +4.0 | 2.48 | 2.20 | +| 1 MiB | 10 | wreq (default) | 3,886.5 | 4,081.0 | +5.0 | 2.20 | 1.90 | +| 1 MiB | 10 | wreq (1 thread) | 676.8 | 658.1 | -2.8 | 0.66 | 1.89 | +| 1 MiB | 10 | pyreqwest (ST) | 391.4 | 392.5 | +0.3 | 0.88 | 2.04 | +| 1 MiB | 10 | pyreqwest (MT) | 475.5 | 481.1 | +1.2 | 1.94 | 0.41 | +| 1 MiB | 10 | ry (default) | 325.2 | 338.3 | +4.0 | 3.20 | 0.29 | +| 1 MiB | 10 | httpx | 353.6 | 363.4 | +2.8 | 1.53 | 0.48 | +| 1 MiB | 10 | aiohttp | 990.4 | 1,004.4 | +1.4 | 2.10 | 1.31 | +| 1 MiB | 10 | niquests | 519.7 | 530.3 | +2.0 | 4.36 | 0.84 | +| 1 MiB | 10 | curl_cffi | 425.5 | 426.8 | +0.3 | 1.23 | 1.81 | +| 1 MiB | 50 | wreq (default) | 4,136.9 | 4,052.7 | -2.0 | 1.26 | 1.34 | +| 1 MiB | 50 | wreq (1 thread) | 618.7 | 634.4 | +2.5 | 1.23 | 0.63 | +| 1 MiB | 50 | pyreqwest (ST) | 382.3 | 391.7 | +2.5 | 1.09 | 0.18 | +| 1 MiB | 50 | pyreqwest (MT) | 558.6 | 562.8 | +0.8 | 0.84 | 0.36 | +| 1 MiB | 50 | ry (default) | 379.1 | 392.0 | +3.4 | 0.73 | 0.49 | +| 1 MiB | 50 | httpx | 235.0 | 238.8 | +1.6 | 0.60 | 0.50 | +| 1 MiB | 50 | aiohttp | 953.3 | 956.7 | +0.4 | 1.20 | 2.72 | +| 1 MiB | 50 | niquests | 534.2 | 549.0 | +2.8 | 2.09 | 0.84 | +| 1 MiB | 50 | curl_cffi | 441.6 | 452.6 | +2.5 | 2.03 | 1.40 | +| 1 MiB | 100 | wreq (default) | 3,622.9 | 3,808.3 | +5.1 | 6.51 | 2.00 | +| 1 MiB | 100 | wreq (1 thread) | 599.8 | 596.5 | -0.5 | 0.96 | 1.18 | +| 1 MiB | 100 | pyreqwest (ST) | 386.8 | 397.0 | +2.6 | 1.50 | 0.88 | +| 1 MiB | 100 | pyreqwest (MT) | 571.1 | 582.0 | +1.9 | 1.93 | 0.16 | +| 1 MiB | 100 | ry (default) | 374.7 | 399.2 | +6.5 | 1.37 | 0.54 | +| 1 MiB | 100 | httpx | 166.7 | 176.9 | +6.1 | 4.42 | 1.90 | +| 1 MiB | 100 | aiohttp | 1,049.6 | 1,107.5 | +5.5 | 0.91 | 2.14 | +| 1 MiB | 100 | niquests | 533.4 | 533.5 | +0.0 | 2.38 | 1.99 | +| 1 MiB | 100 | curl_cffi | 442.6 | 456.8 | +3.2 | 1.29 | 0.86 | +| 1 MiB | 150 | wreq (default) | 3,478.9 | 3,563.0 | +2.4 | 2.03 | 0.41 | +| 1 MiB | 150 | wreq (1 thread) | 570.5 | 587.0 | +2.9 | 3.63 | 2.03 | +| 1 MiB | 150 | pyreqwest (ST) | 385.2 | 391.8 | +1.7 | 1.75 | 0.44 | +| 1 MiB | 150 | pyreqwest (MT) | 586.5 | 584.4 | -0.4 | 0.41 | 0.46 | +| 1 MiB | 150 | ry (default) | 378.6 | 402.0 | +6.2 | 0.28 | 0.07 | +| 1 MiB | 150 | httpx | 142.7 | 151.7 | +6.3 | 1.33 | 0.33 | +| 1 MiB | 150 | aiohttp | 1,084.3 | 1,088.6 | +0.4 | 3.33 | 1.48 | +| 1 MiB | 150 | niquests | 529.5 | 534.7 | +1.0 | 3.58 | 5.04 | +| 1 MiB | 150 | curl_cffi | 412.5 | 457.8 | +11.0 | 2.95 | 0.30 | +| 2 MiB | 10 | wreq (default) | 2,220.7 | 2,240.6 | +0.9 | 7.10 | 2.99 | +| 2 MiB | 10 | wreq (1 thread) | 394.6 | 390.2 | -1.1 | 1.58 | 0.79 | +| 2 MiB | 10 | pyreqwest (ST) | 288.1 | 294.7 | +2.3 | 1.00 | 0.31 | +| 2 MiB | 10 | pyreqwest (MT) | 439.6 | 440.7 | +0.2 | 1.05 | 0.40 | +| 2 MiB | 10 | ry (default) | 288.8 | 299.6 | +3.8 | 1.16 | 0.29 | +| 2 MiB | 10 | httpx | 249.1 | 252.4 | +1.3 | 0.88 | 0.84 | +| 2 MiB | 10 | aiohttp | 699.9 | 781.9 | +11.7 | 5.45 | 0.94 | +| 2 MiB | 10 | niquests | 370.6 | 378.7 | +2.2 | 1.96 | 2.34 | +| 2 MiB | 10 | curl_cffi | 248.5 | 247.7 | -0.3 | 2.25 | 1.03 | +| 2 MiB | 50 | wreq (default) | 1,981.5 | 2,000.7 | +1.0 | 2.80 | 0.74 | +| 2 MiB | 50 | wreq (1 thread) | 381.5 | 382.3 | +0.2 | 0.49 | 1.04 | +| 2 MiB | 50 | pyreqwest (ST) | 289.8 | 292.0 | +0.8 | 1.33 | 0.89 | +| 2 MiB | 50 | pyreqwest (MT) | 505.2 | 507.0 | +0.4 | 1.12 | 0.50 | +| 2 MiB | 50 | ry (default) | 327.5 | 345.1 | +5.4 | 1.39 | 0.31 | +| 2 MiB | 50 | httpx | 190.6 | 195.4 | +2.5 | 2.56 | 1.84 | +| 2 MiB | 50 | aiohttp | 721.0 | 781.3 | +8.4 | 1.87 | 2.35 | +| 2 MiB | 50 | niquests | 371.1 | 380.1 | +2.4 | 3.34 | 1.66 | +| 2 MiB | 50 | curl_cffi | 248.2 | 256.0 | +3.1 | 0.19 | 1.25 | +| 2 MiB | 100 | wreq (default) | 1,813.0 | 1,834.0 | +1.2 | 1.78 | 0.40 | +| 2 MiB | 100 | wreq (1 thread) | 359.4 | 364.8 | +1.5 | 1.61 | 1.57 | +| 2 MiB | 100 | pyreqwest (ST) | 282.0 | 289.5 | +2.7 | 0.69 | 0.41 | +| 2 MiB | 100 | pyreqwest (MT) | 512.7 | 517.4 | +0.9 | 1.62 | 1.02 | +| 2 MiB | 100 | ry (default) | 332.9 | 351.3 | +5.5 | 1.65 | 0.15 | +| 2 MiB | 100 | httpx | 118.2 | 125.4 | +6.1 | 1.52 | 0.53 | +| 2 MiB | 100 | aiohttp | 729.7 | 773.7 | +6.0 | 2.82 | 1.10 | +| 2 MiB | 100 | niquests | 366.5 | 388.5 | +6.0 | 2.06 | 1.57 | +| 2 MiB | 100 | curl_cffi | 224.8 | 248.2 | +10.4 | 0.14 | 0.36 | +| 2 MiB | 150 | wreq (default) | 1,748.6 | 1,779.6 | +1.8 | 2.37 | 2.16 | +| 2 MiB | 150 | wreq (1 thread) | 348.8 | 354.6 | +1.6 | 1.06 | 0.51 | +| 2 MiB | 150 | pyreqwest (ST) | 282.1 | 285.0 | +1.0 | 0.65 | 0.15 | +| 2 MiB | 150 | pyreqwest (MT) | 514.4 | 521.3 | +1.3 | 1.29 | 0.17 | +| 2 MiB | 150 | ry (default) | 333.8 | 355.3 | +6.4 | 0.50 | 0.38 | +| 2 MiB | 150 | httpx | 101.8 | 107.7 | +5.8 | 2.13 | 1.01 | +| 2 MiB | 150 | aiohttp | 756.2 | 775.2 | +2.5 | 2.12 | 0.91 | +| 2 MiB | 150 | niquests | 363.7 | 374.1 | +2.8 | 5.53 | 3.93 | +| 2 MiB | 150 | curl_cffi | 218.6 | 238.3 | +9.0 | 1.12 | 1.17 | +| 4 MiB | 10 | wreq (default) | 924.9 | 1,076.7 | +16.4 | 5.17 | 1.67 | +| 4 MiB | 10 | wreq (1 thread) | 235.2 | 236.3 | +0.5 | 0.72 | 1.41 | +| 4 MiB | 10 | pyreqwest (ST) | 186.9 | 189.2 | +1.2 | 2.09 | 0.74 | +| 4 MiB | 10 | pyreqwest (MT) | 374.4 | 370.6 | -1.0 | 0.82 | 0.21 | +| 4 MiB | 10 | ry (default) | 244.9 | 250.7 | +2.4 | 1.34 | 0.31 | +| 4 MiB | 10 | httpx | 153.3 | 158.1 | +3.2 | 0.97 | 0.50 | +| 4 MiB | 10 | aiohttp | 394.8 | 398.8 | +1.0 | 3.24 | 4.78 | +| 4 MiB | 10 | niquests | 204.6 | 209.5 | +2.4 | 0.88 | 0.89 | +| 4 MiB | 10 | curl_cffi | 133.4 | 134.2 | +0.6 | 0.79 | 1.43 | +| 4 MiB | 50 | wreq (default) | 965.7 | 1,008.1 | +4.4 | 2.08 | 2.87 | +| 4 MiB | 50 | wreq (1 thread) | 216.1 | 214.5 | -0.8 | 0.61 | 1.60 | +| 4 MiB | 50 | pyreqwest (ST) | 187.1 | 190.6 | +1.9 | 1.79 | 0.50 | +| 4 MiB | 50 | pyreqwest (MT) | 411.4 | 415.4 | +1.0 | 1.43 | 0.90 | +| 4 MiB | 50 | ry (default) | 278.2 | 287.2 | +3.2 | 0.73 | 0.38 | +| 4 MiB | 50 | httpx | 133.2 | 136.5 | +2.5 | 1.34 | 1.56 | +| 4 MiB | 50 | aiohttp | 409.5 | 422.6 | +3.2 | 1.91 | 2.66 | +| 4 MiB | 50 | niquests | 204.3 | 209.3 | +2.5 | 2.12 | 2.64 | +| 4 MiB | 50 | curl_cffi | 129.7 | 135.3 | +4.3 | 0.45 | 2.13 | +| 4 MiB | 100 | wreq (default) | 905.8 | 922.7 | +1.9 | 1.47 | 2.33 | +| 4 MiB | 100 | wreq (1 thread) | 209.7 | 208.8 | -0.4 | 0.27 | 0.65 | +| 4 MiB | 100 | pyreqwest (ST) | 180.6 | 182.6 | +1.1 | 0.93 | 0.13 | +| 4 MiB | 100 | pyreqwest (MT) | 420.0 | 420.3 | +0.1 | 0.90 | 0.38 | +| 4 MiB | 100 | ry (default) | 277.4 | 292.7 | +5.5 | 2.33 | 0.39 | +| 4 MiB | 100 | httpx | 82.6 | 86.6 | +4.8 | 0.94 | 1.48 | +| 4 MiB | 100 | aiohttp | 392.4 | 421.5 | +7.4 | 0.94 | 1.81 | +| 4 MiB | 100 | niquests | 204.1 | 205.0 | +0.4 | 2.62 | 1.19 | +| 4 MiB | 100 | curl_cffi | 129.3 | 131.0 | +1.4 | 1.42 | 0.75 | +| 4 MiB | 150 | wreq (default) | 847.7 | 867.3 | +2.3 | 3.79 | 0.20 | +| 4 MiB | 150 | wreq (1 thread) | 198.2 | 198.3 | +0.1 | 1.29 | 2.53 | +| 4 MiB | 150 | pyreqwest (ST) | 175.4 | 180.0 | +2.7 | 0.66 | 1.30 | +| 4 MiB | 150 | pyreqwest (MT) | 401.1 | 416.7 | +3.9 | 2.76 | 0.46 | +| 4 MiB | 150 | ry (default) | 272.3 | 289.2 | +6.2 | 2.40 | 0.81 | +| 4 MiB | 150 | httpx | 72.5 | 74.6 | +2.8 | 0.92 | 0.86 | +| 4 MiB | 150 | aiohttp | 400.2 | 373.9 | -6.6 | 6.95 | 7.80 | +| 4 MiB | 150 | niquests | 199.8 | 205.9 | +3.0 | 2.95 | 0.55 | +| 4 MiB | 150 | curl_cffi | 119.5 | 126.3 | +5.7 | 3.96 | 2.87 | + +#### HTTP/2 — Full upload + +| Payload | Concurrency | Client | Before RPS | After RPS | Change % | Before CV % | After CV % | +| --- | ---: | --- | ---: | ---: | ---: | ---: | ---: | +| 1 KiB | 10 | wreq (default) | 12,661.5 | 12,809.7 | +1.2 | 1.66 | 0.12 | +| 1 KiB | 10 | wreq (1 thread) | 18,776.2 | 18,521.7 | -1.4 | 0.96 | 3.48 | +| 1 KiB | 10 | pyreqwest (ST) | 4,323.6 | 4,171.0 | -3.5 | 1.70 | 0.29 | +| 1 KiB | 10 | pyreqwest (MT) | 6,783.7 | 6,679.9 | -1.5 | 0.47 | 1.44 | +| 1 KiB | 10 | ry (default) | 2,469.7 | 2,533.4 | +2.6 | 2.24 | 2.01 | +| 1 KiB | 10 | httpx | 1,528.7 | 1,594.1 | +4.3 | 2.95 | 2.38 | +| 1 KiB | 10 | niquests | 2,013.2 | 1,950.4 | -3.1 | 1.06 | 5.30 | +| 1 KiB | 10 | curl_cffi | 6,231.0 | 5,991.7 | -3.8 | 1.14 | 2.04 | +| 1 KiB | 50 | wreq (default) | 27,491.8 | 26,706.3 | -2.9 | 6.37 | 5.63 | +| 1 KiB | 50 | wreq (1 thread) | 25,187.6 | 24,872.7 | -1.3 | 5.65 | 6.85 | +| 1 KiB | 50 | pyreqwest (ST) | 4,184.9 | 4,087.7 | -2.3 | 1.91 | 2.66 | +| 1 KiB | 50 | pyreqwest (MT) | 7,455.3 | 7,612.1 | +2.1 | 1.92 | 1.53 | +| 1 KiB | 50 | ry (default) | 2,815.6 | 2,840.9 | +0.9 | 1.58 | 0.84 | +| 1 KiB | 50 | httpx | 1,605.0 | 1,645.2 | +2.5 | 0.95 | 0.52 | +| 1 KiB | 50 | niquests | 2,058.1 | 2,020.4 | -1.8 | 0.76 | 2.74 | +| 1 KiB | 50 | curl_cffi | 7,374.5 | 7,710.6 | +4.6 | 4.44 | 3.45 | +| 1 KiB | 100 | wreq (default) | 28,940.2 | 28,445.4 | -1.7 | 4.62 | 7.12 | +| 1 KiB | 100 | wreq (1 thread) | 28,414.8 | 29,769.3 | +4.8 | 4.48 | 1.13 | +| 1 KiB | 100 | pyreqwest (ST) | 4,133.7 | 4,135.7 | +0.1 | 0.78 | 2.03 | +| 1 KiB | 100 | pyreqwest (MT) | 7,600.3 | 7,748.5 | +1.9 | 2.57 | 0.68 | +| 1 KiB | 100 | ry (default) | 2,852.2 | 2,920.7 | +2.4 | 0.80 | 0.93 | +| 1 KiB | 100 | httpx | 1,659.2 | 1,694.0 | +2.1 | 1.60 | 0.31 | +| 1 KiB | 100 | niquests | 2,049.8 | 2,045.6 | -0.2 | 1.64 | 3.24 | +| 1 KiB | 100 | curl_cffi | 8,127.2 | 8,782.2 | +8.1 | 9.00 | 4.78 | +| 1 KiB | 150 | wreq (default) | 29,655.3 | 32,330.7 | +9.0 | 8.82 | 6.61 | +| 1 KiB | 150 | wreq (1 thread) | 29,349.2 | 26,023.3 | -11.3 | 1.90 | 1.40 | +| 1 KiB | 150 | pyreqwest (ST) | 4,181.2 | 4,108.3 | -1.7 | 3.77 | 1.65 | +| 1 KiB | 150 | pyreqwest (MT) | 7,525.2 | 7,603.3 | +1.0 | 1.05 | 2.78 | +| 1 KiB | 150 | ry (default) | 2,918.0 | 3,022.4 | +3.6 | 0.43 | 1.34 | +| 1 KiB | 150 | httpx | 1,660.5 | 1,723.2 | +3.8 | 1.93 | 0.15 | +| 1 KiB | 150 | niquests | 2,067.4 | 1,972.8 | -4.6 | 1.40 | 8.55 | +| 1 KiB | 150 | curl_cffi | 7,647.5 | 8,167.7 | +6.8 | 3.53 | 1.91 | +| 10 KiB | 10 | wreq (default) | 12,260.2 | 12,123.1 | -1.1 | 0.62 | 1.79 | +| 10 KiB | 10 | wreq (1 thread) | 17,820.0 | 16,963.3 | -4.8 | 1.62 | 3.21 | +| 10 KiB | 10 | pyreqwest (ST) | 4,264.7 | 4,179.4 | -2.0 | 0.59 | 1.54 | +| 10 KiB | 10 | pyreqwest (MT) | 6,598.3 | 6,481.5 | -1.8 | 1.89 | 1.75 | +| 10 KiB | 10 | ry (default) | 2,494.9 | 2,540.1 | +1.8 | 2.33 | 1.84 | +| 10 KiB | 10 | httpx | 1,521.2 | 1,594.7 | +4.8 | 2.37 | 0.10 | +| 10 KiB | 10 | niquests | 1,990.6 | 2,008.9 | +0.9 | 1.82 | 1.40 | +| 10 KiB | 10 | curl_cffi | 5,859.7 | 5,957.4 | +1.7 | 1.92 | 1.02 | +| 10 KiB | 50 | wreq (default) | 23,793.5 | 24,351.2 | +2.3 | 3.49 | 1.55 | +| 10 KiB | 50 | wreq (1 thread) | 22,636.9 | 23,907.3 | +5.6 | 7.60 | 2.19 | +| 10 KiB | 50 | pyreqwest (ST) | 4,140.6 | 4,014.9 | -3.0 | 0.52 | 0.84 | +| 10 KiB | 50 | pyreqwest (MT) | 7,481.4 | 7,433.5 | -0.6 | 1.79 | 1.32 | +| 10 KiB | 50 | ry (default) | 2,804.5 | 2,860.0 | +2.0 | 0.96 | 0.64 | +| 10 KiB | 50 | httpx | 1,553.5 | 1,610.0 | +3.6 | 1.15 | 1.36 | +| 10 KiB | 50 | niquests | 1,990.6 | 1,947.9 | -2.1 | 0.62 | 4.84 | +| 10 KiB | 50 | curl_cffi | 7,216.7 | 7,703.7 | +6.7 | 6.91 | 3.47 | +| 10 KiB | 100 | wreq (default) | 28,542.0 | 26,792.1 | -6.1 | 5.09 | 3.78 | +| 10 KiB | 100 | wreq (1 thread) | 24,811.7 | 24,268.1 | -2.2 | 1.29 | 2.01 | +| 10 KiB | 100 | pyreqwest (ST) | 4,111.5 | 4,100.1 | -0.3 | 2.44 | 1.60 | +| 10 KiB | 100 | pyreqwest (MT) | 7,510.4 | 7,382.4 | -1.7 | 0.63 | 1.20 | +| 10 KiB | 100 | ry (default) | 2,875.7 | 2,955.1 | +2.8 | 1.29 | 0.79 | +| 10 KiB | 100 | httpx | 1,610.9 | 1,663.4 | +3.3 | 0.70 | 0.20 | +| 10 KiB | 100 | niquests | 1,975.3 | 2,020.7 | +2.3 | 2.37 | 0.62 | +| 10 KiB | 100 | curl_cffi | 8,489.2 | 7,817.1 | -7.9 | 6.17 | 6.34 | +| 10 KiB | 150 | wreq (default) | 27,608.7 | 28,041.1 | +1.6 | 4.78 | 4.22 | +| 10 KiB | 150 | wreq (1 thread) | 24,526.4 | 23,075.1 | -5.9 | 2.21 | 1.59 | +| 10 KiB | 150 | pyreqwest (ST) | 4,049.5 | 3,942.7 | -2.6 | 2.37 | 3.29 | +| 10 KiB | 150 | pyreqwest (MT) | 7,665.3 | 7,689.8 | +0.3 | 3.55 | 0.94 | +| 10 KiB | 150 | ry (default) | 2,930.3 | 3,007.1 | +2.6 | 2.15 | 0.30 | +| 10 KiB | 150 | httpx | 1,629.4 | 1,663.3 | +2.1 | 3.11 | 1.88 | +| 10 KiB | 150 | niquests | 1,857.0 | 1,894.7 | +2.0 | 10.87 | 9.03 | +| 10 KiB | 150 | curl_cffi | 7,597.6 | 7,674.5 | +1.0 | 7.75 | 4.55 | +| 64 KiB | 10 | wreq (default) | 6,226.2 | 6,230.8 | +0.1 | 1.42 | 1.19 | +| 64 KiB | 10 | wreq (1 thread) | 10,094.9 | 9,975.2 | -1.2 | 1.17 | 2.19 | +| 64 KiB | 10 | pyreqwest (ST) | 2,544.8 | 2,501.5 | -1.7 | 2.88 | 1.60 | +| 64 KiB | 10 | pyreqwest (MT) | 3,841.3 | 3,730.0 | -2.9 | 1.78 | 2.02 | +| 64 KiB | 10 | ry (default) | 1,395.8 | 1,414.9 | +1.4 | 0.13 | 1.07 | +| 64 KiB | 10 | httpx | 818.5 | 830.1 | +1.4 | 0.84 | 0.82 | +| 64 KiB | 10 | niquests | 1,237.4 | 1,342.7 | +8.5 | 7.20 | 1.17 | +| 64 KiB | 10 | curl_cffi | 3,611.5 | 3,579.1 | -0.9 | 1.17 | 0.24 | +| 64 KiB | 50 | wreq (default) | 7,691.4 | 7,882.7 | +2.5 | 2.89 | 2.01 | +| 64 KiB | 50 | wreq (1 thread) | 11,957.6 | 11,478.2 | -4.0 | 1.74 | 6.29 | +| 64 KiB | 50 | pyreqwest (ST) | 2,593.8 | 2,536.5 | -2.2 | 2.20 | 2.60 | +| 64 KiB | 50 | pyreqwest (MT) | 4,309.6 | 4,332.0 | +0.5 | 2.16 | 1.51 | +| 64 KiB | 50 | ry (default) | 1,555.3 | 1,629.8 | +4.8 | 2.26 | 0.36 | +| 64 KiB | 50 | httpx | 844.8 | 868.3 | +2.8 | 2.39 | 0.56 | +| 64 KiB | 50 | niquests | 1,313.7 | 1,252.1 | -4.7 | 1.19 | 5.40 | +| 64 KiB | 50 | curl_cffi | 4,562.8 | 4,306.1 | -5.6 | 4.87 | 3.93 | +| 64 KiB | 100 | wreq (default) | 7,928.2 | 7,693.2 | -3.0 | 2.52 | 2.86 | +| 64 KiB | 100 | wreq (1 thread) | 12,272.9 | 11,706.9 | -4.6 | 2.20 | 1.11 | +| 64 KiB | 100 | pyreqwest (ST) | 2,550.6 | 2,615.5 | +2.5 | 4.60 | 0.41 | +| 64 KiB | 100 | pyreqwest (MT) | 4,406.3 | 4,406.2 | -0.0 | 1.55 | 1.02 | +| 64 KiB | 100 | ry (default) | 1,619.5 | 1,661.8 | +2.6 | 1.31 | 0.98 | +| 64 KiB | 100 | httpx | 900.0 | 900.7 | +0.1 | 1.56 | 0.74 | +| 64 KiB | 100 | niquests | 1,282.9 | 1,258.2 | -1.9 | 0.59 | 4.59 | +| 64 KiB | 100 | curl_cffi | 4,567.6 | 4,830.8 | +5.8 | 3.91 | 4.32 | +| 64 KiB | 150 | wreq (default) | 8,130.3 | 7,818.8 | -3.8 | 0.81 | 1.65 | +| 64 KiB | 150 | wreq (1 thread) | 11,995.2 | 11,914.8 | -0.7 | 14.25 | 0.19 | +| 64 KiB | 150 | pyreqwest (ST) | 2,560.0 | 2,497.4 | -2.4 | 0.98 | 2.08 | +| 64 KiB | 150 | pyreqwest (MT) | 4,439.1 | 4,383.4 | -1.3 | 0.16 | 0.54 | +| 64 KiB | 150 | ry (default) | 1,538.9 | 1,613.4 | +4.8 | 0.71 | 1.41 | +| 64 KiB | 150 | httpx | 884.9 | 910.2 | +2.9 | 1.25 | 0.07 | +| 64 KiB | 150 | niquests | 1,337.6 | 1,285.5 | -3.9 | 0.70 | 5.43 | +| 64 KiB | 150 | curl_cffi | 4,839.1 | 4,593.8 | -5.1 | 4.42 | 4.79 | +| 128 KiB | 10 | wreq (default) | 3,867.9 | 3,898.1 | +0.8 | 3.90 | 2.39 | +| 128 KiB | 10 | wreq (1 thread) | 6,027.0 | 5,934.4 | -1.5 | 1.15 | 3.49 | +| 128 KiB | 10 | pyreqwest (ST) | 1,643.1 | 1,647.1 | +0.2 | 0.14 | 0.93 | +| 128 KiB | 10 | pyreqwest (MT) | 2,325.8 | 2,267.3 | -2.5 | 1.17 | 0.45 | +| 128 KiB | 10 | ry (default) | 872.5 | 880.3 | +0.9 | 2.78 | 0.37 | +| 128 KiB | 10 | httpx | 534.0 | 539.0 | +0.9 | 1.00 | 0.56 | +| 128 KiB | 10 | niquests | 894.0 | 901.5 | +0.8 | 1.49 | 1.33 | +| 128 KiB | 10 | curl_cffi | 2,132.5 | 2,140.7 | +0.4 | 2.09 | 1.55 | +| 128 KiB | 50 | wreq (default) | 4,095.4 | 4,088.9 | -0.2 | 1.86 | 1.38 | +| 128 KiB | 50 | wreq (1 thread) | 6,967.2 | 6,481.3 | -7.0 | 3.39 | 0.29 | +| 128 KiB | 50 | pyreqwest (ST) | 1,692.8 | 1,653.0 | -2.4 | 4.35 | 2.41 | +| 128 KiB | 50 | pyreqwest (MT) | 2,486.0 | 2,427.6 | -2.3 | 1.28 | 0.81 | +| 128 KiB | 50 | ry (default) | 989.0 | 1,028.2 | +4.0 | 1.38 | 0.77 | +| 128 KiB | 50 | httpx | 559.4 | 577.6 | +3.2 | 0.66 | 1.31 | +| 128 KiB | 50 | niquests | 875.8 | 899.6 | +2.7 | 1.86 | 0.63 | +| 128 KiB | 50 | curl_cffi | 3,025.3 | 3,032.8 | +0.2 | 3.40 | 4.30 | +| 128 KiB | 100 | wreq (default) | 4,223.6 | 4,480.0 | +6.1 | 0.96 | 14.48 | +| 128 KiB | 100 | wreq (1 thread) | 6,263.0 | 6,433.4 | +2.7 | 3.04 | 0.67 | +| 128 KiB | 100 | pyreqwest (ST) | 1,625.8 | 1,597.2 | -1.8 | 2.03 | 3.03 | +| 128 KiB | 100 | pyreqwest (MT) | 2,423.7 | 2,382.8 | -1.7 | 1.30 | 0.11 | +| 128 KiB | 100 | ry (default) | 953.4 | 989.2 | +3.7 | 1.48 | 1.14 | +| 128 KiB | 100 | httpx | 572.4 | 581.9 | +1.7 | 0.63 | 0.99 | +| 128 KiB | 100 | niquests | 885.7 | 897.2 | +1.3 | 0.94 | 1.32 | +| 128 KiB | 100 | curl_cffi | 3,186.1 | 3,022.5 | -5.1 | 1.41 | 2.71 | +| 128 KiB | 150 | wreq (default) | 4,195.5 | 4,094.8 | -2.4 | 1.38 | 2.41 | +| 128 KiB | 150 | wreq (1 thread) | 6,450.0 | 6,645.4 | +3.0 | 4.70 | 5.38 | +| 128 KiB | 150 | pyreqwest (ST) | 1,435.3 | 1,450.5 | +1.1 | 2.00 | 0.89 | +| 128 KiB | 150 | pyreqwest (MT) | 2,071.0 | 2,077.4 | +0.3 | 1.66 | 3.64 | +| 128 KiB | 150 | ry (default) | 928.9 | 955.6 | +2.9 | 0.49 | 1.14 | +| 128 KiB | 150 | httpx | 583.0 | 588.8 | +1.0 | 0.73 | 0.26 | +| 128 KiB | 150 | niquests | 879.0 | 920.1 | +4.7 | 3.01 | 0.74 | +| 128 KiB | 150 | curl_cffi | 3,202.6 | 3,019.0 | -5.7 | 3.26 | 2.93 | +| 1 MiB | 10 | wreq (default) | 680.5 | 672.3 | -1.2 | 7.88 | 3.56 | +| 1 MiB | 10 | wreq (1 thread) | 847.6 | 839.0 | -1.0 | 1.46 | 1.24 | +| 1 MiB | 10 | pyreqwest (ST) | 264.2 | 264.9 | +0.3 | 1.26 | 2.19 | +| 1 MiB | 10 | pyreqwest (MT) | 348.1 | 343.6 | -1.3 | 1.39 | 0.57 | +| 1 MiB | 10 | ry (default) | 137.4 | 137.6 | +0.1 | 0.41 | 0.37 | +| 1 MiB | 10 | httpx | 97.4 | 99.3 | +2.0 | 0.95 | 0.92 | +| 1 MiB | 10 | niquests | 177.8 | 178.7 | +0.5 | 0.68 | 1.20 | +| 1 MiB | 10 | curl_cffi | 547.9 | 546.5 | -0.3 | 3.04 | 0.54 | +| 1 MiB | 50 | wreq (default) | 631.9 | 615.7 | -2.6 | 5.00 | 5.17 | +| 1 MiB | 50 | wreq (1 thread) | 838.2 | 835.7 | -0.3 | 1.80 | 0.90 | +| 1 MiB | 50 | pyreqwest (ST) | 261.8 | 262.5 | +0.3 | 0.69 | 0.88 | +| 1 MiB | 50 | pyreqwest (MT) | 325.4 | 318.6 | -2.1 | 0.47 | 0.45 | +| 1 MiB | 50 | ry (default) | 149.5 | 151.9 | +1.6 | 0.07 | 0.44 | +| 1 MiB | 50 | httpx | 93.1 | 94.6 | +1.6 | 0.52 | 0.77 | +| 1 MiB | 50 | niquests | 182.4 | 182.6 | +0.2 | 0.29 | 1.36 | +| 1 MiB | 50 | curl_cffi | 607.6 | 597.9 | -1.6 | 1.66 | 2.40 | +| 1 MiB | 100 | wreq (default) | 607.5 | 645.9 | +6.3 | 2.07 | 3.62 | +| 1 MiB | 100 | wreq (1 thread) | 834.4 | 838.2 | +0.5 | 0.61 | 0.81 | +| 1 MiB | 100 | pyreqwest (ST) | 271.3 | 268.0 | -1.2 | 1.00 | 2.26 | +| 1 MiB | 100 | pyreqwest (MT) | 314.6 | 307.0 | -2.4 | 0.64 | 0.78 | +| 1 MiB | 100 | ry (default) | 151.0 | 152.7 | +1.1 | 0.34 | 0.52 | +| 1 MiB | 100 | httpx | 89.7 | 90.6 | +1.0 | 0.42 | 0.37 | +| 1 MiB | 100 | niquests | 178.7 | 182.0 | +1.8 | 0.82 | 1.31 | +| 1 MiB | 100 | curl_cffi | 608.1 | 600.2 | -1.3 | 1.10 | 0.92 | +| 1 MiB | 150 | wreq (default) | 612.9 | 619.0 | +1.0 | 8.25 | 1.84 | +| 1 MiB | 150 | wreq (1 thread) | 836.0 | 857.8 | +2.6 | 0.72 | 3.62 | +| 1 MiB | 150 | pyreqwest (ST) | 266.1 | 264.1 | -0.8 | 1.33 | 1.92 | +| 1 MiB | 150 | pyreqwest (MT) | 305.0 | 300.0 | -1.6 | 0.86 | 0.34 | +| 1 MiB | 150 | ry (default) | 151.1 | 153.1 | +1.3 | 0.84 | 0.44 | +| 1 MiB | 150 | httpx | 89.0 | 91.0 | +2.2 | 1.07 | 0.45 | +| 1 MiB | 150 | niquests | 180.5 | 182.2 | +0.9 | 0.58 | 0.73 | +| 1 MiB | 150 | curl_cffi | 585.7 | 581.2 | -0.8 | 1.14 | 2.82 | +| 2 MiB | 10 | wreq (default) | 341.4 | 306.6 | -10.2 | 3.54 | 1.82 | +| 2 MiB | 10 | wreq (1 thread) | 416.1 | 418.2 | +0.5 | 0.30 | 0.60 | +| 2 MiB | 10 | pyreqwest (ST) | 132.2 | 130.6 | -1.3 | 0.81 | 1.67 | +| 2 MiB | 10 | pyreqwest (MT) | 169.4 | 164.4 | -3.0 | 0.32 | 0.27 | +| 2 MiB | 10 | ry (default) | 65.0 | 66.4 | +2.2 | 2.70 | 0.06 | +| 2 MiB | 10 | httpx | 46.4 | 47.3 | +2.0 | 0.80 | 0.99 | +| 2 MiB | 10 | niquests | 97.5 | 98.7 | +1.2 | 0.29 | 1.40 | +| 2 MiB | 10 | curl_cffi | 281.4 | 288.1 | +2.4 | 1.17 | 0.80 | +| 2 MiB | 50 | wreq (default) | 333.1 | 341.1 | +2.4 | 5.94 | 4.36 | +| 2 MiB | 50 | wreq (1 thread) | 414.6 | 417.1 | +0.6 | 1.09 | 0.63 | +| 2 MiB | 50 | pyreqwest (ST) | 139.8 | 138.9 | -0.6 | 0.86 | 1.33 | +| 2 MiB | 50 | pyreqwest (MT) | 166.2 | 165.0 | -0.7 | 0.87 | 0.84 | +| 2 MiB | 50 | ry (default) | 77.8 | 78.4 | +0.8 | 0.34 | 0.18 | +| 2 MiB | 50 | httpx | 40.9 | 41.3 | +1.0 | 0.29 | 0.78 | +| 2 MiB | 50 | niquests | 97.3 | 97.3 | -0.0 | 0.61 | 0.06 | +| 2 MiB | 50 | curl_cffi | 313.2 | 315.2 | +0.6 | 1.51 | 0.20 | +| 2 MiB | 100 | wreq (default) | 344.9 | 327.9 | -4.9 | 8.26 | 1.34 | +| 2 MiB | 100 | wreq (1 thread) | 416.9 | 419.8 | +0.7 | 1.16 | 1.96 | +| 2 MiB | 100 | pyreqwest (ST) | 137.8 | 135.4 | -1.7 | 1.44 | 3.13 | +| 2 MiB | 100 | pyreqwest (MT) | 161.1 | 156.6 | -2.8 | 0.15 | 0.32 | +| 2 MiB | 100 | ry (default) | 77.8 | 79.8 | +2.5 | 1.02 | 0.35 | +| 2 MiB | 100 | httpx | 38.2 | 39.1 | +2.3 | 1.49 | 1.07 | +| 2 MiB | 100 | niquests | 97.1 | 100.1 | +3.1 | 1.34 | 0.51 | +| 2 MiB | 100 | curl_cffi | 305.3 | 311.0 | +1.9 | 1.15 | 0.99 | +| 2 MiB | 150 | wreq (default) | 336.4 | 332.8 | -1.1 | 5.20 | 6.04 | +| 2 MiB | 150 | wreq (1 thread) | 415.8 | 417.7 | +0.5 | 1.10 | 0.79 | +| 2 MiB | 150 | pyreqwest (ST) | 139.4 | 139.5 | +0.1 | 1.04 | 3.04 | +| 2 MiB | 150 | pyreqwest (MT) | 155.8 | 152.8 | -1.9 | 0.54 | 0.68 | +| 2 MiB | 150 | ry (default) | 78.2 | 79.6 | +1.8 | 0.56 | 0.49 | +| 2 MiB | 150 | httpx | 38.5 | 39.4 | +2.4 | 0.54 | 0.76 | +| 2 MiB | 150 | niquests | 102.2 | 104.3 | +2.1 | 2.45 | 2.72 | +| 2 MiB | 150 | curl_cffi | 303.1 | 309.8 | +2.2 | 0.67 | 1.78 | +| 4 MiB | 10 | wreq (default) | 163.9 | 161.3 | -1.6 | 8.64 | 2.26 | +| 4 MiB | 10 | wreq (1 thread) | 208.4 | 207.5 | -0.4 | 0.39 | 0.40 | +| 4 MiB | 10 | pyreqwest (ST) | 67.5 | 67.2 | -0.5 | 1.06 | 0.77 | +| 4 MiB | 10 | pyreqwest (MT) | 86.2 | 83.8 | -2.8 | 0.34 | 0.40 | +| 4 MiB | 10 | ry (default) | 33.8 | 34.1 | +1.1 | 0.91 | 0.47 | +| 4 MiB | 10 | httpx | 18.9 | 19.2 | +1.8 | 0.17 | 1.09 | +| 4 MiB | 10 | niquests | 48.4 | 49.0 | +1.1 | 0.54 | 0.69 | +| 4 MiB | 10 | curl_cffi | 151.4 | 153.2 | +1.2 | 2.67 | 0.31 | +| 4 MiB | 50 | wreq (default) | 179.1 | 184.1 | +2.8 | 6.92 | 0.89 | +| 4 MiB | 50 | wreq (1 thread) | 205.8 | 207.0 | +0.6 | 0.23 | 0.58 | +| 4 MiB | 50 | pyreqwest (ST) | 70.4 | 69.5 | -1.2 | 0.88 | 0.81 | +| 4 MiB | 50 | pyreqwest (MT) | 85.9 | 84.1 | -2.2 | 0.19 | 0.50 | +| 4 MiB | 50 | ry (default) | 39.4 | 40.1 | +1.7 | 0.73 | 0.33 | +| 4 MiB | 50 | httpx | 15.7 | 16.1 | +2.9 | 0.81 | 0.45 | +| 4 MiB | 50 | niquests | 48.8 | 49.7 | +1.9 | 0.33 | 0.26 | +| 4 MiB | 50 | curl_cffi | 155.5 | 157.6 | +1.4 | 1.39 | 1.49 | +| 4 MiB | 100 | wreq (default) | 166.2 | 162.9 | -2.0 | 5.57 | 8.83 | +| 4 MiB | 100 | wreq (1 thread) | 216.4 | 214.9 | -0.7 | 6.48 | 5.38 | +| 4 MiB | 100 | pyreqwest (ST) | 70.6 | 71.4 | +1.1 | 0.43 | 2.62 | +| 4 MiB | 100 | pyreqwest (MT) | 81.7 | 80.3 | -1.8 | 0.82 | 0.24 | +| 4 MiB | 100 | ry (default) | 39.8 | 40.5 | +1.8 | 0.06 | 0.14 | +| 4 MiB | 100 | httpx | 15.3 | 15.6 | +2.0 | 0.49 | 0.59 | +| 4 MiB | 100 | niquests | 50.8 | 48.9 | -3.7 | 1.95 | 2.67 | +| 4 MiB | 100 | curl_cffi | 156.1 | 158.4 | +1.5 | 0.97 | 0.82 | +| 4 MiB | 150 | wreq (default) | 163.5 | 164.8 | +0.8 | 8.59 | 9.23 | +| 4 MiB | 150 | wreq (1 thread) | 205.8 | 205.9 | +0.1 | 0.90 | 0.37 | +| 4 MiB | 150 | pyreqwest (ST) | 72.8 | 72.3 | -0.7 | 0.93 | 1.12 | +| 4 MiB | 150 | pyreqwest (MT) | 78.9 | 77.3 | -2.1 | 0.51 | 0.23 | +| 4 MiB | 150 | ry (default) | 39.7 | 40.6 | +2.1 | 0.29 | 0.11 | +| 4 MiB | 150 | httpx | 15.1 | 15.6 | +2.9 | 0.15 | 0.27 | +| 4 MiB | 150 | niquests | 51.2 | 50.7 | -0.8 | 4.42 | 4.19 | +| 4 MiB | 150 | curl_cffi | 149.4 | 150.7 | +0.8 | 1.03 | 1.20 | + +#### HTTP/2 — Stream upload + +| Payload | Concurrency | Client | Before RPS | After RPS | Change % | Before CV % | After CV % | +| --- | ---: | --- | ---: | ---: | ---: | ---: | ---: | +| 1 KiB | 10 | wreq (default) | 10,261.1 | 10,284.5 | +0.2 | 1.82 | 4.07 | +| 1 KiB | 10 | wreq (1 thread) | 10,555.2 | 11,037.1 | +4.6 | 4.88 | 9.16 | +| 1 KiB | 10 | pyreqwest (ST) | 2,472.6 | 2,530.9 | +2.4 | 2.34 | 0.89 | +| 1 KiB | 10 | pyreqwest (MT) | 3,000.7 | 2,896.5 | -3.5 | 0.27 | 1.27 | +| 1 KiB | 10 | ry (default) | 1,430.4 | 1,481.2 | +3.5 | 3.27 | 0.36 | +| 1 KiB | 10 | httpx | 1,589.8 | 1,628.4 | +2.4 | 0.69 | 0.95 | +| 1 KiB | 10 | niquests | 2,012.2 | 2,021.8 | +0.5 | 0.92 | 0.84 | +| 1 KiB | 10 | curl_cffi | 4,326.9 | 4,495.3 | +3.9 | 2.82 | 4.12 | +| 1 KiB | 50 | wreq (default) | 20,938.2 | 22,246.9 | +6.3 | 6.82 | 3.54 | +| 1 KiB | 50 | wreq (1 thread) | 17,992.8 | 16,558.4 | -8.0 | 8.44 | 3.87 | +| 1 KiB | 50 | pyreqwest (ST) | 2,491.9 | 2,508.4 | +0.7 | 1.49 | 1.79 | +| 1 KiB | 50 | pyreqwest (MT) | 3,399.7 | 3,322.0 | -2.3 | 0.54 | 1.09 | +| 1 KiB | 50 | ry (default) | 1,670.0 | 1,703.5 | +2.0 | 0.11 | 0.17 | +| 1 KiB | 50 | httpx | 1,608.8 | 1,671.0 | +3.9 | 1.19 | 0.30 | +| 1 KiB | 50 | niquests | 2,018.3 | 1,970.2 | -2.4 | 1.92 | 0.24 | +| 1 KiB | 50 | curl_cffi | 5,766.6 | 5,858.3 | +1.6 | 6.89 | 4.51 | +| 1 KiB | 100 | wreq (default) | 23,978.1 | 22,961.4 | -4.2 | 3.88 | 0.74 | +| 1 KiB | 100 | wreq (1 thread) | 16,505.0 | 17,318.3 | +4.9 | 12.18 | 13.37 | +| 1 KiB | 100 | pyreqwest (ST) | 2,561.1 | 2,558.6 | -0.1 | 0.40 | 0.81 | +| 1 KiB | 100 | pyreqwest (MT) | 3,564.1 | 3,414.6 | -4.2 | 0.36 | 1.48 | +| 1 KiB | 100 | ry (default) | 1,725.7 | 1,754.2 | +1.7 | 1.00 | 0.22 | +| 1 KiB | 100 | httpx | 1,627.8 | 1,715.2 | +5.4 | 0.82 | 1.45 | +| 1 KiB | 100 | niquests | 1,876.6 | 2,001.2 | +6.6 | 6.99 | 1.87 | +| 1 KiB | 100 | curl_cffi | 5,624.6 | 5,883.7 | +4.6 | 4.50 | 1.26 | +| 1 KiB | 150 | wreq (default) | 20,564.3 | 20,708.5 | +0.7 | 3.13 | 4.12 | +| 1 KiB | 150 | wreq (1 thread) | 14,445.7 | 15,111.1 | +4.6 | 7.61 | 7.23 | +| 1 KiB | 150 | pyreqwest (ST) | 2,515.9 | 2,586.7 | +2.8 | 2.18 | 0.32 | +| 1 KiB | 150 | pyreqwest (MT) | 3,554.3 | 3,442.6 | -3.1 | 1.10 | 1.52 | +| 1 KiB | 150 | ry (default) | 1,696.4 | 1,768.7 | +4.3 | 1.10 | 0.57 | +| 1 KiB | 150 | httpx | 1,667.7 | 1,714.9 | +2.8 | 2.30 | 0.43 | +| 1 KiB | 150 | niquests | 1,908.3 | 2,076.2 | +8.8 | 11.00 | 0.09 | +| 1 KiB | 150 | curl_cffi | 5,778.7 | 6,066.9 | +5.0 | 8.44 | 3.17 | +| 10 KiB | 10 | wreq (default) | 9,972.9 | 9,799.0 | -1.7 | 0.79 | 1.80 | +| 10 KiB | 10 | wreq (1 thread) | 10,567.3 | 10,659.8 | +0.9 | 2.60 | 1.88 | +| 10 KiB | 10 | pyreqwest (ST) | 2,463.9 | 2,430.3 | -1.4 | 0.63 | 2.30 | +| 10 KiB | 10 | pyreqwest (MT) | 2,978.7 | 2,866.3 | -3.8 | 1.65 | 2.52 | +| 10 KiB | 10 | ry (default) | 1,479.1 | 1,484.8 | +0.4 | 0.84 | 0.44 | +| 10 KiB | 10 | httpx | 1,513.2 | 1,575.4 | +4.1 | 1.22 | 0.75 | +| 10 KiB | 10 | niquests | 1,858.2 | 1,986.5 | +6.9 | 8.03 | 1.00 | +| 10 KiB | 10 | curl_cffi | 4,163.2 | 4,404.9 | +5.8 | 4.02 | 0.79 | +| 10 KiB | 50 | wreq (default) | 20,809.9 | 20,131.0 | -3.3 | 2.52 | 3.37 | +| 10 KiB | 50 | wreq (1 thread) | 15,282.4 | 14,255.7 | -6.7 | 3.14 | 8.89 | +| 10 KiB | 50 | pyreqwest (ST) | 2,527.4 | 2,481.9 | -1.8 | 2.17 | 1.21 | +| 10 KiB | 50 | pyreqwest (MT) | 3,428.6 | 3,329.3 | -2.9 | 1.52 | 0.29 | +| 10 KiB | 50 | ry (default) | 1,644.4 | 1,712.9 | +4.2 | 2.42 | 0.87 | +| 10 KiB | 50 | httpx | 1,602.6 | 1,624.6 | +1.4 | 1.22 | 1.13 | +| 10 KiB | 50 | niquests | 1,936.1 | 1,946.0 | +0.5 | 2.57 | 0.26 | +| 10 KiB | 50 | curl_cffi | 5,825.9 | 5,633.7 | -3.3 | 3.84 | 10.32 | +| 10 KiB | 100 | wreq (default) | 20,842.4 | 20,986.2 | +0.7 | 0.70 | 6.39 | +| 10 KiB | 100 | wreq (1 thread) | 14,623.1 | 14,397.4 | -1.5 | 8.42 | 5.28 | +| 10 KiB | 100 | pyreqwest (ST) | 2,472.5 | 2,576.6 | +4.2 | 2.27 | 0.80 | +| 10 KiB | 100 | pyreqwest (MT) | 3,490.4 | 3,499.4 | +0.3 | 0.95 | 0.63 | +| 10 KiB | 100 | ry (default) | 1,697.4 | 1,722.8 | +1.5 | 1.33 | 2.02 | +| 10 KiB | 100 | httpx | 1,595.7 | 1,652.3 | +3.5 | 1.57 | 0.86 | +| 10 KiB | 100 | niquests | 1,957.3 | 1,959.2 | +0.1 | 1.59 | 0.75 | +| 10 KiB | 100 | curl_cffi | 5,507.7 | 5,644.7 | +2.5 | 4.22 | 7.30 | +| 10 KiB | 150 | wreq (default) | 20,214.6 | 17,339.0 | -14.2 | 4.17 | 8.28 | +| 10 KiB | 150 | wreq (1 thread) | 13,700.0 | 14,169.0 | +3.4 | 6.40 | 3.87 | +| 10 KiB | 150 | pyreqwest (ST) | 2,521.4 | 2,497.6 | -0.9 | 0.75 | 1.50 | +| 10 KiB | 150 | pyreqwest (MT) | 3,552.0 | 3,403.2 | -4.2 | 1.24 | 0.63 | +| 10 KiB | 150 | ry (default) | 1,689.1 | 1,772.5 | +4.9 | 0.52 | 0.68 | +| 10 KiB | 150 | httpx | 1,609.6 | 1,690.7 | +5.0 | 2.08 | 0.97 | +| 10 KiB | 150 | niquests | 1,847.2 | 1,880.5 | +1.8 | 9.28 | 8.76 | +| 10 KiB | 150 | curl_cffi | 5,670.1 | 5,439.3 | -4.1 | 8.16 | 4.73 | +| 64 KiB | 10 | wreq (default) | 5,204.6 | 5,273.6 | +1.3 | 3.04 | 2.28 | +| 64 KiB | 10 | wreq (1 thread) | 5,920.3 | 5,372.9 | -9.2 | 1.22 | 2.13 | +| 64 KiB | 10 | pyreqwest (ST) | 1,167.5 | 1,178.1 | +0.9 | 0.85 | 1.17 | +| 64 KiB | 10 | pyreqwest (MT) | 1,353.7 | 1,320.8 | -2.4 | 0.87 | 0.65 | +| 64 KiB | 10 | ry (default) | 720.2 | 724.3 | +0.6 | 0.26 | 0.06 | +| 64 KiB | 10 | httpx | 821.0 | 838.9 | +2.2 | 0.79 | 0.58 | +| 64 KiB | 10 | niquests | 1,313.7 | 1,323.9 | +0.8 | 0.37 | 0.73 | +| 64 KiB | 10 | curl_cffi | 2,175.7 | 2,333.4 | +7.2 | 4.26 | 2.24 | +| 64 KiB | 50 | wreq (default) | 7,055.7 | 7,297.8 | +3.4 | 2.35 | 2.04 | +| 64 KiB | 50 | wreq (1 thread) | 6,754.2 | 6,565.3 | -2.8 | 7.15 | 3.47 | +| 64 KiB | 50 | pyreqwest (ST) | 1,223.3 | 1,205.3 | -1.5 | 0.99 | 2.31 | +| 64 KiB | 50 | pyreqwest (MT) | 1,550.8 | 1,520.6 | -1.9 | 1.39 | 0.44 | +| 64 KiB | 50 | ry (default) | 824.8 | 844.7 | +2.4 | 0.43 | 0.48 | +| 64 KiB | 50 | httpx | 853.7 | 869.3 | +1.8 | 0.14 | 0.34 | +| 64 KiB | 50 | niquests | 1,277.8 | 1,227.0 | -4.0 | 0.95 | 6.86 | +| 64 KiB | 50 | curl_cffi | 2,739.1 | 2,710.0 | -1.1 | 1.35 | 2.33 | +| 64 KiB | 100 | wreq (default) | 6,748.0 | 7,165.9 | +6.2 | 4.74 | 2.49 | +| 64 KiB | 100 | wreq (1 thread) | 6,986.5 | 6,792.1 | -2.8 | 7.03 | 7.03 | +| 64 KiB | 100 | pyreqwest (ST) | 1,284.3 | 1,249.1 | -2.7 | 2.14 | 2.22 | +| 64 KiB | 100 | pyreqwest (MT) | 1,594.4 | 1,559.3 | -2.2 | 0.99 | 0.88 | +| 64 KiB | 100 | ry (default) | 833.8 | 868.1 | +4.1 | 0.52 | 0.48 | +| 64 KiB | 100 | httpx | 889.9 | 895.6 | +0.6 | 1.07 | 0.68 | +| 64 KiB | 100 | niquests | 1,177.9 | 1,320.9 | +12.1 | 5.26 | 0.82 | +| 64 KiB | 100 | curl_cffi | 2,690.9 | 2,714.2 | +0.9 | 3.64 | 5.37 | +| 64 KiB | 150 | wreq (default) | 6,592.5 | 6,867.6 | +4.2 | 2.25 | 7.95 | +| 64 KiB | 150 | wreq (1 thread) | 6,946.3 | 6,916.7 | -0.4 | 4.98 | 15.70 | +| 64 KiB | 150 | pyreqwest (ST) | 1,260.6 | 1,267.8 | +0.6 | 2.68 | 1.93 | +| 64 KiB | 150 | pyreqwest (MT) | 1,635.4 | 1,614.2 | -1.3 | 0.48 | 1.25 | +| 64 KiB | 150 | ry (default) | 813.8 | 847.7 | +4.2 | 0.55 | 0.24 | +| 64 KiB | 150 | httpx | 874.2 | 909.9 | +4.1 | 2.10 | 1.50 | +| 64 KiB | 150 | niquests | 1,200.7 | 1,328.0 | +10.6 | 5.74 | 1.30 | +| 64 KiB | 150 | curl_cffi | 2,729.2 | 2,631.6 | -3.6 | 4.30 | 6.67 | +| 128 KiB | 10 | wreq (default) | 3,498.4 | 3,533.4 | +1.0 | 2.00 | 2.80 | +| 128 KiB | 10 | wreq (1 thread) | 4,139.1 | 4,218.6 | +1.9 | 1.48 | 1.53 | +| 128 KiB | 10 | pyreqwest (ST) | 917.7 | 919.6 | +0.2 | 1.38 | 1.61 | +| 128 KiB | 10 | pyreqwest (MT) | 1,076.8 | 1,067.9 | -0.8 | 2.18 | 0.59 | +| 128 KiB | 10 | ry (default) | 540.9 | 553.0 | +2.2 | 2.17 | 0.59 | +| 128 KiB | 10 | httpx | 521.7 | 544.2 | +4.3 | 1.79 | 0.36 | +| 128 KiB | 10 | niquests | 864.4 | 885.6 | +2.5 | 0.68 | 0.62 | +| 128 KiB | 10 | curl_cffi | 1,554.8 | 1,627.1 | +4.7 | 2.99 | 6.35 | +| 128 KiB | 50 | wreq (default) | 3,982.1 | 3,896.4 | -2.2 | 0.82 | 4.90 | +| 128 KiB | 50 | wreq (1 thread) | 6,062.3 | 5,700.3 | -6.0 | 2.90 | 4.42 | +| 128 KiB | 50 | pyreqwest (ST) | 973.2 | 948.9 | -2.5 | 2.62 | 0.58 | +| 128 KiB | 50 | pyreqwest (MT) | 1,213.0 | 1,205.0 | -0.7 | 1.14 | 1.09 | +| 128 KiB | 50 | ry (default) | 627.9 | 645.2 | +2.7 | 1.32 | 0.88 | +| 128 KiB | 50 | httpx | 562.0 | 575.7 | +2.4 | 1.03 | 1.09 | +| 128 KiB | 50 | niquests | 878.0 | 887.4 | +1.1 | 1.77 | 1.53 | +| 128 KiB | 50 | curl_cffi | 2,186.1 | 2,144.9 | -1.9 | 2.44 | 1.84 | +| 128 KiB | 100 | wreq (default) | 3,716.3 | 3,792.3 | +2.0 | 2.35 | 2.67 | +| 128 KiB | 100 | wreq (1 thread) | 6,106.7 | 6,014.7 | -1.5 | 0.94 | 3.05 | +| 128 KiB | 100 | pyreqwest (ST) | 952.2 | 979.2 | +2.8 | 1.07 | 0.61 | +| 128 KiB | 100 | pyreqwest (MT) | 1,248.3 | 1,219.7 | -2.3 | 0.48 | 0.53 | +| 128 KiB | 100 | ry (default) | 615.5 | 634.4 | +3.1 | 0.50 | 0.54 | +| 128 KiB | 100 | httpx | 580.1 | 589.2 | +1.6 | 0.91 | 0.57 | +| 128 KiB | 100 | niquests | 881.9 | 887.1 | +0.6 | 0.84 | 1.00 | +| 128 KiB | 100 | curl_cffi | 2,431.0 | 2,255.4 | -7.2 | 7.95 | 2.64 | +| 128 KiB | 150 | wreq (default) | 3,995.8 | 3,754.6 | -6.0 | 8.65 | 3.93 | +| 128 KiB | 150 | wreq (1 thread) | 5,982.5 | 5,920.5 | -1.0 | 1.07 | 1.80 | +| 128 KiB | 150 | pyreqwest (ST) | 933.3 | 970.5 | +4.0 | 3.19 | 0.88 | +| 128 KiB | 150 | pyreqwest (MT) | 1,257.9 | 1,227.6 | -2.4 | 0.65 | 0.30 | +| 128 KiB | 150 | ry (default) | 611.5 | 631.6 | +3.3 | 0.09 | 2.10 | +| 128 KiB | 150 | httpx | 588.5 | 588.0 | -0.1 | 1.69 | 1.53 | +| 128 KiB | 150 | niquests | 882.8 | 902.8 | +2.3 | 1.32 | 0.64 | +| 128 KiB | 150 | curl_cffi | 2,230.9 | 2,293.5 | +2.8 | 5.14 | 6.78 | +| 1 MiB | 10 | wreq (default) | 571.1 | 570.3 | -0.1 | 4.24 | 4.56 | +| 1 MiB | 10 | wreq (1 thread) | 828.1 | 838.7 | +1.3 | 0.25 | 1.98 | +| 1 MiB | 10 | pyreqwest (ST) | 187.4 | 182.5 | -2.6 | 0.59 | 1.08 | +| 1 MiB | 10 | pyreqwest (MT) | 223.4 | 221.9 | -0.6 | 0.56 | 0.24 | +| 1 MiB | 10 | ry (default) | 104.4 | 106.6 | +2.1 | 1.57 | 0.34 | +| 1 MiB | 10 | httpx | 109.3 | 111.0 | +1.5 | 1.45 | 0.14 | +| 1 MiB | 10 | niquests | 175.8 | 176.8 | +0.6 | 1.74 | 1.25 | +| 1 MiB | 10 | curl_cffi | 460.2 | 468.7 | +1.8 | 0.90 | 1.80 | +| 1 MiB | 50 | wreq (default) | 544.6 | 528.5 | -2.9 | 2.77 | 2.17 | +| 1 MiB | 50 | wreq (1 thread) | 845.1 | 841.1 | -0.5 | 0.52 | 0.32 | +| 1 MiB | 50 | pyreqwest (ST) | 181.7 | 180.7 | -0.6 | 0.94 | 1.47 | +| 1 MiB | 50 | pyreqwest (MT) | 229.8 | 225.1 | -2.1 | 0.53 | 0.38 | +| 1 MiB | 50 | ry (default) | 117.4 | 118.7 | +1.1 | 0.22 | 0.46 | +| 1 MiB | 50 | httpx | 105.9 | 107.0 | +1.1 | 0.14 | 0.38 | +| 1 MiB | 50 | niquests | 176.8 | 177.9 | +0.6 | 1.33 | 0.68 | +| 1 MiB | 50 | curl_cffi | 529.7 | 514.0 | -3.0 | 0.90 | 2.67 | +| 1 MiB | 100 | wreq (default) | 553.3 | 534.5 | -3.4 | 4.56 | 4.88 | +| 1 MiB | 100 | wreq (1 thread) | 823.9 | 832.9 | +1.1 | 0.44 | 0.93 | +| 1 MiB | 100 | pyreqwest (ST) | 186.6 | 182.7 | -2.1 | 1.23 | 2.92 | +| 1 MiB | 100 | pyreqwest (MT) | 227.1 | 221.5 | -2.5 | 0.35 | 0.63 | +| 1 MiB | 100 | ry (default) | 118.5 | 121.4 | +2.4 | 0.04 | 0.31 | +| 1 MiB | 100 | httpx | 107.5 | 107.1 | -0.4 | 1.43 | 0.20 | +| 1 MiB | 100 | niquests | 174.6 | 175.8 | +0.7 | 1.03 | 0.25 | +| 1 MiB | 100 | curl_cffi | 503.0 | 496.1 | -1.4 | 0.51 | 2.29 | +| 1 MiB | 150 | wreq (default) | 550.3 | 568.1 | +3.2 | 4.59 | 0.69 | +| 1 MiB | 150 | wreq (1 thread) | 843.8 | 833.3 | -1.2 | 3.78 | 0.36 | +| 1 MiB | 150 | pyreqwest (ST) | 186.1 | 181.2 | -2.6 | 1.68 | 1.03 | +| 1 MiB | 150 | pyreqwest (MT) | 222.6 | 220.5 | -0.9 | 0.39 | 0.79 | +| 1 MiB | 150 | ry (default) | 119.6 | 121.8 | +1.8 | 0.17 | 0.23 | +| 1 MiB | 150 | httpx | 107.9 | 107.6 | -0.3 | 1.16 | 0.39 | +| 1 MiB | 150 | niquests | 175.4 | 178.0 | +1.5 | 1.15 | 0.34 | +| 1 MiB | 150 | curl_cffi | 464.1 | 480.9 | +3.6 | 3.28 | 1.60 | +| 2 MiB | 10 | wreq (default) | 288.9 | 286.5 | -0.8 | 0.89 | 3.73 | +| 2 MiB | 10 | wreq (1 thread) | 417.9 | 428.2 | +2.5 | 0.29 | 2.78 | +| 2 MiB | 10 | pyreqwest (ST) | 108.1 | 106.8 | -1.2 | 0.78 | 0.70 | +| 2 MiB | 10 | pyreqwest (MT) | 136.4 | 133.0 | -2.5 | 0.47 | 0.60 | +| 2 MiB | 10 | ry (default) | 55.8 | 58.5 | +5.0 | 2.27 | 0.12 | +| 2 MiB | 10 | httpx | 57.2 | 57.9 | +1.2 | 0.39 | 0.85 | +| 2 MiB | 10 | niquests | 94.5 | 94.4 | -0.1 | 0.37 | 0.25 | +| 2 MiB | 10 | curl_cffi | 251.3 | 259.5 | +3.2 | 2.42 | 1.66 | +| 2 MiB | 50 | wreq (default) | 292.9 | 288.5 | -1.5 | 4.15 | 6.30 | +| 2 MiB | 50 | wreq (1 thread) | 416.0 | 424.7 | +2.1 | 1.13 | 1.34 | +| 2 MiB | 50 | pyreqwest (ST) | 114.4 | 112.6 | -1.6 | 1.03 | 2.39 | +| 2 MiB | 50 | pyreqwest (MT) | 138.3 | 136.3 | -1.5 | 0.15 | 0.83 | +| 2 MiB | 50 | ry (default) | 68.3 | 69.1 | +1.2 | 0.50 | 0.19 | +| 2 MiB | 50 | httpx | 56.9 | 57.4 | +0.9 | 0.96 | 1.00 | +| 2 MiB | 50 | niquests | 93.9 | 95.0 | +1.1 | 0.56 | 0.76 | +| 2 MiB | 50 | curl_cffi | 260.7 | 263.4 | +1.0 | 2.07 | 2.84 | +| 2 MiB | 100 | wreq (default) | 294.0 | 272.4 | -7.3 | 0.81 | 0.44 | +| 2 MiB | 100 | wreq (1 thread) | 421.8 | 419.3 | -0.6 | 0.71 | 0.57 | +| 2 MiB | 100 | pyreqwest (ST) | 112.1 | 109.2 | -2.6 | 0.72 | 1.45 | +| 2 MiB | 100 | pyreqwest (MT) | 135.4 | 131.0 | -3.3 | 0.45 | 1.20 | +| 2 MiB | 100 | ry (default) | 68.0 | 70.1 | +3.1 | 1.12 | 0.26 | +| 2 MiB | 100 | httpx | 52.5 | 53.6 | +2.0 | 1.41 | 0.75 | +| 2 MiB | 100 | niquests | 94.7 | 97.2 | +2.6 | 1.52 | 0.38 | +| 2 MiB | 100 | curl_cffi | 253.7 | 249.1 | -1.8 | 1.66 | 3.76 | +| 2 MiB | 150 | wreq (default) | 283.5 | 310.5 | +9.5 | 3.93 | 4.78 | +| 2 MiB | 150 | wreq (1 thread) | 415.3 | 419.8 | +1.1 | 0.19 | 0.69 | +| 2 MiB | 150 | pyreqwest (ST) | 112.4 | 112.5 | +0.0 | 1.57 | 1.67 | +| 2 MiB | 150 | pyreqwest (MT) | 132.2 | 130.1 | -1.6 | 0.30 | 0.80 | +| 2 MiB | 150 | ry (default) | 69.3 | 71.1 | +2.7 | 1.34 | 0.23 | +| 2 MiB | 150 | httpx | 52.9 | 53.8 | +1.8 | 0.25 | 0.30 | +| 2 MiB | 150 | niquests | 96.2 | 99.1 | +3.1 | 0.17 | 0.64 | +| 2 MiB | 150 | curl_cffi | 236.9 | 240.6 | +1.5 | 1.28 | 2.71 | +| 4 MiB | 10 | wreq (default) | 160.9 | 160.1 | -0.5 | 8.62 | 6.80 | +| 4 MiB | 10 | wreq (1 thread) | 211.7 | 211.3 | -0.2 | 0.46 | 1.01 | +| 4 MiB | 10 | pyreqwest (ST) | 59.6 | 59.9 | +0.6 | 0.59 | 1.23 | +| 4 MiB | 10 | pyreqwest (MT) | 75.8 | 73.9 | -2.5 | 0.15 | 0.08 | +| 4 MiB | 10 | ry (default) | 31.1 | 31.8 | +2.1 | 2.38 | 0.31 | +| 4 MiB | 10 | httpx | 28.5 | 28.8 | +1.0 | 0.24 | 0.48 | +| 4 MiB | 10 | niquests | 47.1 | 47.5 | +1.0 | 1.04 | 1.39 | +| 4 MiB | 10 | curl_cffi | 135.2 | 137.3 | +1.6 | 0.29 | 1.05 | +| 4 MiB | 50 | wreq (default) | 154.5 | 147.5 | -4.5 | 6.76 | 4.55 | +| 4 MiB | 50 | wreq (1 thread) | 211.9 | 211.2 | -0.3 | 1.17 | 0.85 | +| 4 MiB | 50 | pyreqwest (ST) | 61.9 | 61.6 | -0.6 | 1.12 | 0.63 | +| 4 MiB | 50 | pyreqwest (MT) | 76.6 | 75.4 | -1.6 | 0.21 | 0.50 | +| 4 MiB | 50 | ry (default) | 36.2 | 37.5 | +3.3 | 1.84 | 0.22 | +| 4 MiB | 50 | httpx | 28.4 | 28.7 | +1.0 | 0.44 | 0.37 | +| 4 MiB | 50 | niquests | 47.4 | 48.4 | +2.1 | 1.05 | 0.47 | +| 4 MiB | 50 | curl_cffi | 132.4 | 133.3 | +0.7 | 0.96 | 2.53 | +| 4 MiB | 100 | wreq (default) | 145.8 | 146.0 | +0.1 | 3.10 | 1.96 | +| 4 MiB | 100 | wreq (1 thread) | 206.9 | 211.4 | +2.2 | 1.20 | 0.50 | +| 4 MiB | 100 | pyreqwest (ST) | 62.5 | 61.1 | -2.3 | 1.81 | 1.14 | +| 4 MiB | 100 | pyreqwest (MT) | 73.7 | 72.6 | -1.6 | 0.32 | 0.15 | +| 4 MiB | 100 | ry (default) | 37.1 | 38.1 | +2.8 | 1.58 | 0.18 | +| 4 MiB | 100 | httpx | 26.4 | 26.7 | +1.3 | 0.61 | 0.42 | +| 4 MiB | 100 | niquests | 49.4 | 50.1 | +1.4 | 2.11 | 1.26 | +| 4 MiB | 100 | curl_cffi | 126.6 | 125.8 | -0.6 | 0.82 | 0.31 | +| 4 MiB | 150 | wreq (default) | 157.5 | 146.7 | -6.8 | 1.06 | 5.22 | +| 4 MiB | 150 | wreq (1 thread) | 204.7 | 205.1 | +0.2 | 1.13 | 0.55 | +| 4 MiB | 150 | pyreqwest (ST) | 63.5 | 63.1 | -0.6 | 1.21 | 1.14 | +| 4 MiB | 150 | pyreqwest (MT) | 71.3 | 70.6 | -1.0 | 0.19 | 0.26 | +| 4 MiB | 150 | ry (default) | 37.6 | 38.3 | +1.8 | 0.38 | 0.46 | +| 4 MiB | 150 | httpx | 26.2 | 26.7 | +2.0 | 0.85 | 0.49 | +| 4 MiB | 150 | niquests | 48.9 | 50.6 | +3.5 | 2.83 | 4.13 | +| 4 MiB | 150 | curl_cffi | 114.3 | 120.4 | +5.3 | 0.40 | 0.76 | + +### Blocking clients + +#### HTTP/1.1 — Full upload + +| Payload | Concurrency | Client | Before RPS | After RPS | Change % | Before CV % | After CV % | +| --- | ---: | --- | ---: | ---: | ---: | ---: | ---: | +| 1 KiB | 10 | wreq (blocking) | 3,653.0 | 3,757.2 | +2.9 | 3.09 | 0.73 | +| 1 KiB | 10 | ry (blocking) | 8,877.0 | 8,872.2 | -0.1 | 0.70 | 1.32 | +| 1 KiB | 10 | requests | 1,462.9 | 1,474.0 | +0.8 | 1.17 | 0.33 | +| 1 KiB | 10 | httpx (blocking) | 1,797.5 | 1,823.3 | +1.4 | 0.51 | 0.43 | +| 1 KiB | 10 | niquests (blocking) | 1,551.5 | 1,569.5 | +1.2 | 1.42 | 0.72 | +| 1 KiB | 10 | curl_cffi (blocking) | 558.3 | 559.5 | +0.2 | 0.55 | 0.58 | +| 1 KiB | 10 | PycURL | 13,334.5 | 13,408.4 | +0.6 | 0.92 | 0.60 | +| 1 KiB | 50 | wreq (blocking) | 3,607.4 | 3,632.8 | +0.7 | 0.42 | 1.54 | +| 1 KiB | 50 | ry (blocking) | 7,944.8 | 7,923.8 | -0.3 | 0.67 | 1.40 | +| 1 KiB | 50 | requests | 1,370.4 | 1,442.1 | +5.2 | 4.60 | 0.39 | +| 1 KiB | 50 | httpx (blocking) | 1,776.8 | 1,790.0 | +0.7 | 0.66 | 0.28 | +| 1 KiB | 50 | niquests (blocking) | 1,415.8 | 1,446.8 | +2.2 | 6.36 | 5.00 | +| 1 KiB | 50 | curl_cffi (blocking) | 549.9 | 563.8 | +2.5 | 1.54 | 0.49 | +| 1 KiB | 50 | PycURL | 11,256.5 | 11,606.0 | +3.1 | 0.55 | 0.06 | +| 1 KiB | 100 | wreq (blocking) | 3,417.9 | 3,395.6 | -0.7 | 1.30 | 0.46 | +| 1 KiB | 100 | ry (blocking) | 7,273.6 | 7,382.3 | +1.5 | 1.77 | 2.48 | +| 1 KiB | 100 | requests | 1,370.3 | 1,389.2 | +1.4 | 0.36 | 0.70 | +| 1 KiB | 100 | httpx (blocking) | 1,684.8 | 1,742.6 | +3.4 | 2.12 | 0.50 | +| 1 KiB | 100 | niquests (blocking) | 1,410.8 | 1,448.6 | +2.7 | 3.85 | 2.29 | +| 1 KiB | 100 | curl_cffi (blocking) | 555.3 | 557.5 | +0.4 | 0.33 | 0.44 | +| 1 KiB | 100 | PycURL | 10,260.8 | 10,274.7 | +0.1 | 1.15 | 3.48 | +| 1 KiB | 150 | wreq (blocking) | 3,240.9 | 3,357.9 | +3.6 | 2.21 | 0.48 | +| 1 KiB | 150 | ry (blocking) | 6,744.8 | 6,720.9 | -0.4 | 1.27 | 1.22 | +| 1 KiB | 150 | requests | 1,287.9 | 1,355.2 | +5.2 | 5.91 | 0.33 | +| 1 KiB | 150 | httpx (blocking) | 1,629.8 | 1,694.6 | +4.0 | 4.26 | 0.41 | +| 1 KiB | 150 | niquests (blocking) | 1,409.5 | 1,445.9 | +2.6 | 3.29 | 0.48 | +| 1 KiB | 150 | curl_cffi (blocking) | 549.0 | 552.3 | +0.6 | 0.19 | 0.02 | +| 1 KiB | 150 | PycURL | 9,279.5 | 9,474.9 | +2.1 | 1.20 | 1.16 | +| 10 KiB | 10 | wreq (blocking) | 3,684.4 | 3,880.9 | +5.3 | 2.63 | 3.11 | +| 10 KiB | 10 | ry (blocking) | 8,894.4 | 8,909.6 | +0.2 | 0.84 | 0.52 | +| 10 KiB | 10 | requests | 1,437.4 | 1,474.7 | +2.6 | 1.61 | 0.98 | +| 10 KiB | 10 | httpx (blocking) | 1,823.1 | 1,824.2 | +0.1 | 1.10 | 0.44 | +| 10 KiB | 10 | niquests (blocking) | 1,523.4 | 1,565.0 | +2.7 | 3.36 | 1.78 | +| 10 KiB | 10 | curl_cffi (blocking) | 551.8 | 560.2 | +1.5 | 0.47 | 0.18 | +| 10 KiB | 10 | PycURL | 12,703.3 | 13,284.0 | +4.6 | 3.62 | 0.75 | +| 10 KiB | 50 | wreq (blocking) | 3,594.4 | 3,585.7 | -0.2 | 1.17 | 1.77 | +| 10 KiB | 50 | ry (blocking) | 7,878.4 | 7,946.3 | +0.9 | 0.79 | 1.11 | +| 10 KiB | 50 | requests | 1,423.4 | 1,350.9 | -5.1 | 0.97 | 3.34 | +| 10 KiB | 50 | httpx (blocking) | 1,745.0 | 1,785.9 | +2.3 | 1.47 | 0.59 | +| 10 KiB | 50 | niquests (blocking) | 1,497.7 | 1,537.4 | +2.7 | 3.25 | 0.55 | +| 10 KiB | 50 | curl_cffi (blocking) | 557.7 | 562.1 | +0.8 | 0.59 | 0.22 | +| 10 KiB | 50 | PycURL | 11,250.2 | 11,322.4 | +0.6 | 4.02 | 1.06 | +| 10 KiB | 100 | wreq (blocking) | 3,457.7 | 3,467.5 | +0.3 | 0.48 | 0.19 | +| 10 KiB | 100 | ry (blocking) | 7,435.7 | 7,408.7 | -0.4 | 1.21 | 0.68 | +| 10 KiB | 100 | requests | 1,348.6 | 1,363.4 | +1.1 | 0.87 | 1.74 | +| 10 KiB | 100 | httpx (blocking) | 1,696.6 | 1,713.6 | +1.0 | 1.03 | 0.47 | +| 10 KiB | 100 | niquests (blocking) | 1,446.7 | 1,480.5 | +2.3 | 0.36 | 0.66 | +| 10 KiB | 100 | curl_cffi (blocking) | 544.4 | 560.7 | +3.0 | 2.27 | 0.22 | +| 10 KiB | 100 | PycURL | 10,339.2 | 10,283.8 | -0.5 | 0.49 | 0.33 | +| 10 KiB | 150 | wreq (blocking) | 3,285.6 | 3,314.3 | +0.9 | 0.44 | 0.72 | +| 10 KiB | 150 | ry (blocking) | 6,772.3 | 6,818.8 | +0.7 | 0.68 | 0.79 | +| 10 KiB | 150 | requests | 1,312.0 | 1,351.0 | +3.0 | 3.10 | 0.19 | +| 10 KiB | 150 | httpx (blocking) | 1,674.2 | 1,707.8 | +2.0 | 0.58 | 0.65 | +| 10 KiB | 150 | niquests (blocking) | 1,328.8 | 1,417.7 | +6.7 | 7.77 | 0.08 | +| 10 KiB | 150 | curl_cffi (blocking) | 549.9 | 549.7 | -0.0 | 0.79 | 0.56 | +| 10 KiB | 150 | PycURL | 9,134.3 | 9,359.7 | +2.5 | 1.20 | 1.15 | +| 64 KiB | 10 | wreq (blocking) | 3,398.1 | 3,484.0 | +2.5 | 1.03 | 0.62 | +| 64 KiB | 10 | ry (blocking) | 8,740.1 | 8,842.3 | +1.2 | 0.61 | 1.40 | +| 64 KiB | 10 | requests | 1,001.9 | 956.8 | -4.5 | 2.32 | 8.41 | +| 64 KiB | 10 | httpx (blocking) | 1,095.5 | 1,148.0 | +4.8 | 4.85 | 2.12 | +| 64 KiB | 10 | niquests (blocking) | 1,056.3 | 1,084.7 | +2.7 | 2.16 | 0.76 | +| 64 KiB | 10 | curl_cffi (blocking) | 499.0 | 513.7 | +3.0 | 2.45 | 0.21 | +| 64 KiB | 10 | PycURL | 4,557.9 | 4,637.5 | +1.7 | 0.26 | 0.66 | +| 64 KiB | 50 | wreq (blocking) | 3,331.5 | 3,424.6 | +2.8 | 2.05 | 0.11 | +| 64 KiB | 50 | ry (blocking) | 7,625.1 | 7,671.8 | +0.6 | 4.04 | 2.40 | +| 64 KiB | 50 | requests | 966.8 | 982.6 | +1.6 | 1.45 | 1.01 | +| 64 KiB | 50 | httpx (blocking) | 1,123.7 | 1,135.3 | +1.0 | 1.17 | 0.48 | +| 64 KiB | 50 | niquests (blocking) | 1,023.0 | 1,043.9 | +2.0 | 1.10 | 0.87 | +| 64 KiB | 50 | curl_cffi (blocking) | 506.9 | 517.1 | +2.0 | 0.61 | 0.27 | +| 64 KiB | 50 | PycURL | 4,259.8 | 4,312.0 | +1.2 | 0.45 | 0.58 | +| 64 KiB | 100 | wreq (blocking) | 3,184.4 | 3,265.4 | +2.5 | 2.02 | 0.93 | +| 64 KiB | 100 | ry (blocking) | 7,204.7 | 7,038.1 | -2.3 | 0.35 | 5.20 | +| 64 KiB | 100 | requests | 937.2 | 932.6 | -0.5 | 3.08 | 5.08 | +| 64 KiB | 100 | httpx (blocking) | 1,079.4 | 1,110.3 | +2.9 | 1.62 | 0.78 | +| 64 KiB | 100 | niquests (blocking) | 958.5 | 972.4 | +1.4 | 3.80 | 3.57 | +| 64 KiB | 100 | curl_cffi (blocking) | 499.2 | 513.9 | +2.9 | 3.37 | 0.23 | +| 64 KiB | 100 | PycURL | 4,083.2 | 4,136.6 | +1.3 | 0.49 | 0.28 | +| 64 KiB | 150 | wreq (blocking) | 3,047.9 | 3,060.8 | +0.4 | 0.68 | 1.36 | +| 64 KiB | 150 | ry (blocking) | 6,704.2 | 6,697.5 | -0.1 | 0.48 | 0.65 | +| 64 KiB | 150 | requests | 949.9 | 947.7 | -0.2 | 1.21 | 0.70 | +| 64 KiB | 150 | httpx (blocking) | 1,075.9 | 1,092.4 | +1.5 | 0.46 | 0.69 | +| 64 KiB | 150 | niquests (blocking) | 970.9 | 999.3 | +2.9 | 2.03 | 0.61 | +| 64 KiB | 150 | curl_cffi (blocking) | 501.0 | 508.5 | +1.5 | 1.86 | 0.21 | +| 64 KiB | 150 | PycURL | 3,918.1 | 3,858.0 | -1.5 | 0.72 | 1.88 | +| 128 KiB | 10 | wreq (blocking) | 3,364.4 | 3,413.5 | +1.5 | 0.61 | 1.14 | +| 128 KiB | 10 | ry (blocking) | 8,676.1 | 8,624.3 | -0.6 | 2.85 | 0.52 | +| 128 KiB | 10 | requests | 791.2 | 802.9 | +1.5 | 1.78 | 0.27 | +| 128 KiB | 10 | httpx (blocking) | 841.4 | 846.5 | +0.6 | 1.07 | 1.72 | +| 128 KiB | 10 | niquests (blocking) | 814.8 | 823.6 | +1.1 | 0.25 | 1.01 | +| 128 KiB | 10 | curl_cffi (blocking) | 474.1 | 478.2 | +0.9 | 0.48 | 0.37 | +| 128 KiB | 10 | PycURL | 2,765.6 | 2,724.8 | -1.5 | 1.10 | 0.54 | +| 128 KiB | 50 | wreq (blocking) | 3,311.1 | 3,335.2 | +0.7 | 0.86 | 0.47 | +| 128 KiB | 50 | ry (blocking) | 7,440.9 | 7,566.6 | +1.7 | 3.42 | 1.31 | +| 128 KiB | 50 | requests | 770.2 | 772.3 | +0.3 | 0.77 | 0.50 | +| 128 KiB | 50 | httpx (blocking) | 838.2 | 842.0 | +0.4 | 1.22 | 0.66 | +| 128 KiB | 50 | niquests (blocking) | 769.3 | 793.1 | +3.1 | 2.56 | 0.59 | +| 128 KiB | 50 | curl_cffi (blocking) | 474.0 | 478.6 | +1.0 | 0.75 | 0.19 | +| 128 KiB | 50 | PycURL | 2,644.1 | 2,675.4 | +1.2 | 1.50 | 0.14 | +| 128 KiB | 100 | wreq (blocking) | 3,136.6 | 3,194.1 | +1.8 | 0.27 | 0.69 | +| 128 KiB | 100 | ry (blocking) | 6,995.9 | 7,016.7 | +0.3 | 0.33 | 0.68 | +| 128 KiB | 100 | requests | 752.8 | 758.6 | +0.8 | 1.19 | 0.07 | +| 128 KiB | 100 | httpx (blocking) | 818.4 | 828.4 | +1.2 | 1.01 | 0.29 | +| 128 KiB | 100 | niquests (blocking) | 763.7 | 767.2 | +0.5 | 0.54 | 0.86 | +| 128 KiB | 100 | curl_cffi (blocking) | 467.9 | 472.8 | +1.1 | 1.12 | 0.73 | +| 128 KiB | 100 | PycURL | 2,544.6 | 2,542.3 | -0.1 | 1.28 | 0.58 | +| 128 KiB | 150 | wreq (blocking) | 3,002.7 | 3,036.1 | +1.1 | 0.71 | 1.51 | +| 128 KiB | 150 | ry (blocking) | 6,377.3 | 6,383.5 | +0.1 | 0.59 | 0.76 | +| 128 KiB | 150 | requests | 746.6 | 748.5 | +0.2 | 0.82 | 0.61 | +| 128 KiB | 150 | httpx (blocking) | 779.9 | 814.7 | +4.5 | 3.56 | 0.38 | +| 128 KiB | 150 | niquests (blocking) | 753.9 | 766.8 | +1.7 | 0.80 | 1.20 | +| 128 KiB | 150 | curl_cffi (blocking) | 460.8 | 473.2 | +2.7 | 1.84 | 0.68 | +| 128 KiB | 150 | PycURL | 2,475.5 | 2,483.6 | +0.3 | 0.48 | 1.11 | +| 1 MiB | 10 | wreq (blocking) | 1,520.8 | 1,577.4 | +3.7 | 1.71 | 0.87 | +| 1 MiB | 10 | ry (blocking) | 4,704.2 | 5,108.2 | +8.6 | 2.33 | 1.45 | +| 1 MiB | 10 | requests | 194.2 | 194.7 | +0.3 | 0.35 | 0.44 | +| 1 MiB | 10 | httpx (blocking) | 175.9 | 179.4 | +2.0 | 0.70 | 0.21 | +| 1 MiB | 10 | niquests (blocking) | 192.3 | 193.9 | +0.9 | 1.23 | 0.32 | +| 1 MiB | 10 | curl_cffi (blocking) | 231.0 | 232.8 | +0.8 | 0.33 | 0.33 | +| 1 MiB | 10 | PycURL | 413.9 | 418.6 | +1.1 | 0.38 | 0.52 | +| 1 MiB | 50 | wreq (blocking) | 1,514.3 | 1,515.7 | +0.1 | 1.61 | 1.27 | +| 1 MiB | 50 | ry (blocking) | 3,921.4 | 4,001.3 | +2.0 | 3.47 | 1.49 | +| 1 MiB | 50 | requests | 187.4 | 190.4 | +1.6 | 1.65 | 0.66 | +| 1 MiB | 50 | httpx (blocking) | 177.9 | 181.7 | +2.1 | 2.29 | 0.09 | +| 1 MiB | 50 | niquests (blocking) | 188.1 | 191.9 | +2.0 | 0.71 | 0.38 | +| 1 MiB | 50 | curl_cffi (blocking) | 232.1 | 233.6 | +0.7 | 0.19 | 0.19 | +| 1 MiB | 50 | PycURL | 413.6 | 423.2 | +2.3 | 1.79 | 0.32 | +| 1 MiB | 100 | wreq (blocking) | 1,428.9 | 1,451.6 | +1.6 | 1.38 | 0.51 | +| 1 MiB | 100 | ry (blocking) | 3,524.4 | 3,607.7 | +2.4 | 0.39 | 1.58 | +| 1 MiB | 100 | requests | 187.2 | 190.5 | +1.8 | 2.17 | 0.16 | +| 1 MiB | 100 | httpx (blocking) | 176.3 | 180.2 | +2.2 | 1.52 | 0.20 | +| 1 MiB | 100 | niquests (blocking) | 186.8 | 190.6 | +2.0 | 0.41 | 0.76 | +| 1 MiB | 100 | curl_cffi (blocking) | 228.1 | 233.1 | +2.2 | 1.29 | 0.31 | +| 1 MiB | 100 | PycURL | 417.5 | 416.5 | -0.3 | 0.26 | 0.37 | +| 1 MiB | 150 | wreq (blocking) | 1,406.6 | 1,389.6 | -1.2 | 0.41 | 1.51 | +| 1 MiB | 150 | ry (blocking) | 3,381.7 | 3,438.2 | +1.7 | 0.68 | 1.40 | +| 1 MiB | 150 | requests | 184.8 | 190.4 | +3.1 | 2.39 | 0.14 | +| 1 MiB | 150 | httpx (blocking) | 180.7 | 185.0 | +2.4 | 0.86 | 0.08 | +| 1 MiB | 150 | niquests (blocking) | 187.2 | 189.6 | +1.3 | 0.41 | 0.31 | +| 1 MiB | 150 | curl_cffi (blocking) | 240.1 | 240.9 | +0.3 | 0.21 | 0.21 | +| 1 MiB | 150 | PycURL | 410.0 | 417.0 | +1.7 | 1.66 | 0.17 | +| 2 MiB | 10 | wreq (blocking) | 934.6 | 998.2 | +6.8 | 2.16 | 0.45 | +| 2 MiB | 10 | ry (blocking) | 2,039.8 | 2,160.2 | +5.9 | 7.12 | 6.04 | +| 2 MiB | 10 | requests | 103.4 | 104.5 | +1.1 | 1.46 | 0.32 | +| 2 MiB | 10 | httpx (blocking) | 93.5 | 94.8 | +1.4 | 1.34 | 0.74 | +| 2 MiB | 10 | niquests (blocking) | 101.7 | 105.7 | +4.0 | 1.06 | 0.60 | +| 2 MiB | 10 | curl_cffi (blocking) | 146.0 | 147.1 | +0.7 | 0.45 | 1.10 | +| 2 MiB | 10 | PycURL | 211.9 | 214.4 | +1.2 | 0.77 | 0.09 | +| 2 MiB | 50 | wreq (blocking) | 946.8 | 946.3 | -0.1 | 0.47 | 0.09 | +| 2 MiB | 50 | ry (blocking) | 1,912.5 | 1,979.9 | +3.5 | 0.42 | 2.29 | +| 2 MiB | 50 | requests | 101.2 | 103.6 | +2.4 | 2.13 | 0.50 | +| 2 MiB | 50 | httpx (blocking) | 94.7 | 96.8 | +2.2 | 0.85 | 0.30 | +| 2 MiB | 50 | niquests (blocking) | 100.8 | 103.3 | +2.5 | 0.82 | 0.39 | +| 2 MiB | 50 | curl_cffi (blocking) | 146.9 | 147.8 | +0.7 | 0.15 | 0.20 | +| 2 MiB | 50 | PycURL | 211.7 | 219.1 | +3.5 | 4.64 | 0.38 | +| 2 MiB | 100 | wreq (blocking) | 876.4 | 886.3 | +1.1 | 1.13 | 0.68 | +| 2 MiB | 100 | ry (blocking) | 1,798.3 | 1,844.1 | +2.5 | 2.75 | 1.84 | +| 2 MiB | 100 | requests | 103.0 | 104.4 | +1.3 | 1.16 | 0.30 | +| 2 MiB | 100 | httpx (blocking) | 93.1 | 95.6 | +2.7 | 2.49 | 0.31 | +| 2 MiB | 100 | niquests (blocking) | 101.7 | 104.0 | +2.3 | 0.31 | 0.35 | +| 2 MiB | 100 | curl_cffi (blocking) | 145.3 | 146.7 | +1.0 | 0.92 | 0.23 | +| 2 MiB | 100 | PycURL | 212.8 | 215.9 | +1.5 | 3.08 | 1.27 | +| 2 MiB | 150 | wreq (blocking) | 865.0 | 874.0 | +1.0 | 1.76 | 0.64 | +| 2 MiB | 150 | ry (blocking) | 1,720.3 | 1,812.3 | +5.3 | 2.67 | 1.11 | +| 2 MiB | 150 | requests | 102.1 | 102.8 | +0.6 | 1.51 | 0.51 | +| 2 MiB | 150 | httpx (blocking) | 96.8 | 98.2 | +1.4 | 0.44 | 0.53 | +| 2 MiB | 150 | niquests (blocking) | 100.7 | 101.9 | +1.3 | 0.57 | 0.51 | +| 2 MiB | 150 | curl_cffi (blocking) | 152.9 | 153.5 | +0.4 | 0.35 | 0.05 | +| 2 MiB | 150 | PycURL | 213.4 | 214.3 | +0.4 | 0.12 | 0.13 | +| 4 MiB | 10 | wreq (blocking) | 564.0 | 567.4 | +0.6 | 1.17 | 0.37 | +| 4 MiB | 10 | ry (blocking) | 1,023.4 | 1,048.0 | +2.4 | 2.30 | 1.61 | +| 4 MiB | 10 | requests | 53.6 | 53.9 | +0.6 | 1.79 | 0.67 | +| 4 MiB | 10 | httpx (blocking) | 48.3 | 49.1 | +1.7 | 1.57 | 0.88 | +| 4 MiB | 10 | niquests (blocking) | 53.3 | 54.0 | +1.3 | 1.12 | 0.70 | +| 4 MiB | 10 | curl_cffi (blocking) | 85.1 | 85.8 | +0.9 | 0.44 | 0.36 | +| 4 MiB | 10 | PycURL | 108.4 | 107.9 | -0.5 | 0.73 | 0.39 | +| 4 MiB | 50 | wreq (blocking) | 531.8 | 533.3 | +0.3 | 0.55 | 0.71 | +| 4 MiB | 50 | ry (blocking) | 929.7 | 964.6 | +3.7 | 0.90 | 0.96 | +| 4 MiB | 50 | requests | 53.4 | 54.0 | +1.0 | 1.40 | 0.32 | +| 4 MiB | 50 | httpx (blocking) | 49.0 | 49.8 | +1.6 | 0.85 | 0.10 | +| 4 MiB | 50 | niquests (blocking) | 52.1 | 54.0 | +3.8 | 2.32 | 0.40 | +| 4 MiB | 50 | curl_cffi (blocking) | 84.5 | 84.2 | -0.4 | 0.24 | 0.49 | +| 4 MiB | 50 | PycURL | 110.9 | 112.2 | +1.2 | 1.83 | 0.52 | +| 4 MiB | 100 | wreq (blocking) | 485.2 | 502.3 | +3.5 | 2.82 | 1.31 | +| 4 MiB | 100 | ry (blocking) | 891.4 | 909.9 | +2.1 | 0.66 | 0.88 | +| 4 MiB | 100 | requests | 54.1 | 54.6 | +0.9 | 0.32 | 0.13 | +| 4 MiB | 100 | httpx (blocking) | 48.2 | 49.3 | +2.3 | 0.15 | 0.17 | +| 4 MiB | 100 | niquests (blocking) | 53.4 | 54.4 | +2.0 | 0.53 | 0.08 | +| 4 MiB | 100 | curl_cffi (blocking) | 82.3 | 84.0 | +2.2 | 2.23 | 0.27 | +| 4 MiB | 100 | PycURL | 111.7 | 110.7 | -1.0 | 1.42 | 0.10 | +| 4 MiB | 150 | wreq (blocking) | 496.8 | 498.1 | +0.3 | 0.69 | 0.57 | +| 4 MiB | 150 | ry (blocking) | 850.3 | 830.1 | -2.4 | 1.63 | 2.87 | +| 4 MiB | 150 | requests | 54.3 | 53.9 | -0.7 | 0.28 | 0.28 | +| 4 MiB | 150 | httpx (blocking) | 49.6 | 50.7 | +2.2 | 1.54 | 0.02 | +| 4 MiB | 150 | niquests (blocking) | 52.6 | 53.4 | +1.5 | 0.95 | 0.64 | +| 4 MiB | 150 | curl_cffi (blocking) | 87.7 | 88.3 | +0.6 | 0.19 | 0.10 | +| 4 MiB | 150 | PycURL | 108.8 | 110.6 | +1.7 | 1.27 | 1.83 | + +#### HTTP/1.1 — Stream upload + +| Payload | Concurrency | Client | Before RPS | After RPS | Change % | Before CV % | After CV % | +| --- | ---: | --- | ---: | ---: | ---: | ---: | ---: | +| 1 KiB | 10 | wreq (blocking) | 555.8 | 563.1 | +1.3 | 0.42 | 0.11 | +| 1 KiB | 10 | ry (blocking) | 5,294.7 | 5,428.1 | +2.5 | 1.86 | 0.49 | +| 1 KiB | 10 | requests | 1,285.1 | 1,329.7 | +3.5 | 0.85 | 0.58 | +| 1 KiB | 10 | httpx (blocking) | 1,511.7 | 1,539.6 | +1.8 | 3.27 | 0.89 | +| 1 KiB | 10 | niquests (blocking) | 1,406.8 | 1,408.6 | +0.1 | 0.74 | 0.68 | +| 1 KiB | 10 | curl_cffi (blocking) | 521.3 | 525.8 | +0.9 | 0.40 | 0.23 | +| 1 KiB | 10 | PycURL | 6,780.5 | 6,834.3 | +0.8 | 1.18 | 0.74 | +| 1 KiB | 50 | wreq (blocking) | 558.3 | 558.1 | -0.0 | 0.31 | 0.32 | +| 1 KiB | 50 | ry (blocking) | 4,899.1 | 5,041.0 | +2.9 | 3.21 | 0.27 | +| 1 KiB | 50 | requests | 1,282.0 | 1,277.3 | -0.4 | 0.84 | 1.56 | +| 1 KiB | 50 | httpx (blocking) | 1,445.5 | 1,503.9 | +4.0 | 2.96 | 0.25 | +| 1 KiB | 50 | niquests (blocking) | 1,340.4 | 1,365.6 | +1.9 | 1.74 | 1.67 | +| 1 KiB | 50 | curl_cffi (blocking) | 526.9 | 528.2 | +0.2 | 0.09 | 0.16 | +| 1 KiB | 50 | PycURL | 6,376.6 | 6,468.4 | +1.4 | 2.25 | 1.69 | +| 1 KiB | 100 | wreq (blocking) | 547.0 | 556.9 | +1.8 | 0.49 | 0.18 | +| 1 KiB | 100 | ry (blocking) | 4,701.3 | 4,856.2 | +3.3 | 2.13 | 1.43 | +| 1 KiB | 100 | requests | 1,238.8 | 1,256.0 | +1.4 | 1.87 | 0.80 | +| 1 KiB | 100 | httpx (blocking) | 1,385.2 | 1,459.7 | +5.4 | 7.06 | 0.97 | +| 1 KiB | 100 | niquests (blocking) | 1,286.7 | 1,331.9 | +3.5 | 0.28 | 1.01 | +| 1 KiB | 100 | curl_cffi (blocking) | 509.7 | 526.5 | +3.3 | 1.87 | 0.04 | +| 1 KiB | 100 | PycURL | 6,026.1 | 6,110.7 | +1.4 | 1.04 | 0.58 | +| 1 KiB | 150 | wreq (blocking) | 543.4 | 548.9 | +1.0 | 0.63 | 0.35 | +| 1 KiB | 150 | ry (blocking) | 4,499.7 | 4,583.4 | +1.9 | 1.31 | 0.91 | +| 1 KiB | 150 | requests | 1,211.4 | 1,230.4 | +1.6 | 0.24 | 0.70 | +| 1 KiB | 150 | httpx (blocking) | 1,417.5 | 1,418.6 | +0.1 | 0.66 | 2.14 | +| 1 KiB | 150 | niquests (blocking) | 1,252.6 | 1,296.0 | +3.5 | 3.15 | 0.25 | +| 1 KiB | 150 | curl_cffi (blocking) | 520.0 | 523.8 | +0.7 | 0.17 | 0.09 | +| 1 KiB | 150 | PycURL | 5,684.3 | 5,675.0 | -0.2 | 0.86 | 2.71 | +| 10 KiB | 10 | wreq (blocking) | 559.3 | 557.9 | -0.3 | 0.76 | 0.57 | +| 10 KiB | 10 | ry (blocking) | 5,380.4 | 5,298.1 | -1.5 | 0.60 | 1.45 | +| 10 KiB | 10 | requests | 1,332.8 | 1,281.5 | -3.9 | 0.58 | 5.21 | +| 10 KiB | 10 | httpx (blocking) | 1,508.3 | 1,531.1 | +1.5 | 1.83 | 0.58 | +| 10 KiB | 10 | niquests (blocking) | 1,386.7 | 1,407.2 | +1.5 | 1.16 | 2.03 | +| 10 KiB | 10 | curl_cffi (blocking) | 521.7 | 524.7 | +0.6 | 0.81 | 0.23 | +| 10 KiB | 10 | PycURL | 6,834.2 | 6,752.7 | -1.2 | 1.09 | 1.54 | +| 10 KiB | 50 | wreq (blocking) | 565.0 | 651.6 | +15.3 | 1.40 | 26.64 | +| 10 KiB | 50 | ry (blocking) | 5,003.9 | 5,104.8 | +2.0 | 1.15 | 1.71 | +| 10 KiB | 50 | requests | 1,274.3 | 1,295.8 | +1.7 | 2.23 | 0.72 | +| 10 KiB | 50 | httpx (blocking) | 1,486.9 | 1,496.0 | +0.6 | 1.79 | 1.43 | +| 10 KiB | 50 | niquests (blocking) | 1,330.7 | 1,374.9 | +3.3 | 1.76 | 0.74 | +| 10 KiB | 50 | curl_cffi (blocking) | 522.0 | 529.2 | +1.4 | 0.65 | 0.19 | +| 10 KiB | 50 | PycURL | 6,251.9 | 6,467.0 | +3.4 | 2.75 | 0.66 | +| 10 KiB | 100 | wreq (blocking) | 551.0 | 554.6 | +0.7 | 0.50 | 0.08 | +| 10 KiB | 100 | ry (blocking) | 4,794.5 | 4,832.7 | +0.8 | 0.78 | 0.63 | +| 10 KiB | 100 | requests | 1,242.9 | 1,227.2 | -1.3 | 0.60 | 0.70 | +| 10 KiB | 100 | httpx (blocking) | 1,430.8 | 1,471.4 | +2.8 | 2.01 | 0.26 | +| 10 KiB | 100 | niquests (blocking) | 1,290.8 | 1,307.6 | +1.3 | 1.19 | 0.91 | +| 10 KiB | 100 | curl_cffi (blocking) | 519.6 | 525.9 | +1.2 | 1.05 | 0.28 | +| 10 KiB | 100 | PycURL | 5,886.2 | 5,898.4 | +0.2 | 2.30 | 2.10 | +| 10 KiB | 150 | wreq (blocking) | 537.6 | 548.1 | +2.0 | 1.08 | 0.39 | +| 10 KiB | 150 | ry (blocking) | 4,576.9 | 4,598.5 | +0.5 | 0.81 | 0.33 | +| 10 KiB | 150 | requests | 1,223.0 | 1,225.1 | +0.2 | 0.87 | 0.22 | +| 10 KiB | 150 | httpx (blocking) | 1,372.8 | 1,447.3 | +5.4 | 0.34 | 0.17 | +| 10 KiB | 150 | niquests (blocking) | 1,199.2 | 1,294.0 | +7.9 | 5.91 | 0.27 | +| 10 KiB | 150 | curl_cffi (blocking) | 507.6 | 520.1 | +2.5 | 2.29 | 0.36 | +| 10 KiB | 150 | PycURL | 5,618.5 | 5,705.7 | +1.6 | 0.51 | 0.62 | +| 64 KiB | 10 | wreq (blocking) | 516.3 | 524.5 | +1.6 | 2.30 | 0.28 | +| 64 KiB | 10 | ry (blocking) | 3,411.8 | 3,415.0 | +0.1 | 0.43 | 1.66 | +| 64 KiB | 10 | requests | 780.1 | 784.1 | +0.5 | 1.15 | 0.75 | +| 64 KiB | 10 | httpx (blocking) | 775.0 | 778.7 | +0.5 | 1.09 | 0.79 | +| 64 KiB | 10 | niquests (blocking) | 779.4 | 793.8 | +1.8 | 3.13 | 3.55 | +| 64 KiB | 10 | curl_cffi (blocking) | 456.8 | 459.7 | +0.6 | 1.10 | 0.26 | +| 64 KiB | 10 | PycURL | 2,500.8 | 2,523.2 | +0.9 | 0.85 | 1.06 | +| 64 KiB | 50 | wreq (blocking) | 514.4 | 523.3 | +1.7 | 0.71 | 0.08 | +| 64 KiB | 50 | ry (blocking) | 3,310.9 | 3,335.5 | +0.7 | 0.75 | 0.97 | +| 64 KiB | 50 | requests | 774.0 | 770.5 | -0.5 | 0.06 | 0.06 | +| 64 KiB | 50 | httpx (blocking) | 766.9 | 773.2 | +0.8 | 0.59 | 0.83 | +| 64 KiB | 50 | niquests (blocking) | 770.6 | 792.5 | +2.8 | 1.73 | 0.44 | +| 64 KiB | 50 | curl_cffi (blocking) | 459.5 | 463.2 | +0.8 | 0.43 | 0.06 | +| 64 KiB | 50 | PycURL | 2,479.6 | 2,488.5 | +0.4 | 1.16 | 0.72 | +| 64 KiB | 100 | wreq (blocking) | 517.9 | 519.9 | +0.4 | 0.20 | 0.06 | +| 64 KiB | 100 | ry (blocking) | 3,138.6 | 3,145.6 | +0.2 | 0.91 | 0.40 | +| 64 KiB | 100 | requests | 742.8 | 751.0 | +1.1 | 1.37 | 0.25 | +| 64 KiB | 100 | httpx (blocking) | 734.8 | 747.5 | +1.7 | 2.50 | 2.02 | +| 64 KiB | 100 | niquests (blocking) | 745.8 | 775.3 | +4.0 | 2.41 | 0.93 | +| 64 KiB | 100 | curl_cffi (blocking) | 455.0 | 461.1 | +1.3 | 0.46 | 0.25 | +| 64 KiB | 100 | PycURL | 2,309.3 | 2,373.1 | +2.8 | 3.97 | 1.22 | +| 64 KiB | 150 | wreq (blocking) | 507.6 | 511.9 | +0.8 | 1.20 | 0.28 | +| 64 KiB | 150 | ry (blocking) | 2,997.2 | 3,061.1 | +2.1 | 0.71 | 0.48 | +| 64 KiB | 150 | requests | 728.8 | 744.6 | +2.2 | 1.68 | 0.30 | +| 64 KiB | 150 | httpx (blocking) | 735.0 | 748.3 | +1.8 | 0.85 | 0.68 | +| 64 KiB | 150 | niquests (blocking) | 738.5 | 745.4 | +0.9 | 3.56 | 3.39 | +| 64 KiB | 150 | curl_cffi (blocking) | 453.6 | 457.2 | +0.8 | 0.45 | 0.06 | +| 64 KiB | 150 | PycURL | 2,294.5 | 2,346.3 | +2.3 | 1.19 | 0.21 | +| 128 KiB | 10 | wreq (blocking) | 520.3 | 522.6 | +0.4 | 0.71 | 0.18 | +| 128 KiB | 10 | ry (blocking) | 3,379.3 | 3,364.3 | -0.4 | 0.89 | 0.68 | +| 128 KiB | 10 | requests | 641.9 | 642.0 | +0.0 | 1.87 | 1.24 | +| 128 KiB | 10 | httpx (blocking) | 613.7 | 637.5 | +3.9 | 2.98 | 0.37 | +| 128 KiB | 10 | niquests (blocking) | 660.7 | 665.2 | +0.7 | 0.42 | 0.32 | +| 128 KiB | 10 | curl_cffi (blocking) | 425.2 | 428.6 | +0.8 | 0.91 | 0.28 | +| 128 KiB | 10 | PycURL | 1,813.9 | 1,822.1 | +0.5 | 0.63 | 0.41 | +| 128 KiB | 50 | wreq (blocking) | 519.8 | 524.5 | +0.9 | 0.14 | 0.76 | +| 128 KiB | 50 | ry (blocking) | 3,266.3 | 3,276.3 | +0.3 | 2.19 | 1.48 | +| 128 KiB | 50 | requests | 617.9 | 633.2 | +2.5 | 1.22 | 0.65 | +| 128 KiB | 50 | httpx (blocking) | 608.4 | 625.6 | +2.8 | 2.49 | 0.62 | +| 128 KiB | 50 | niquests (blocking) | 627.4 | 638.5 | +1.8 | 1.69 | 2.95 | +| 128 KiB | 50 | curl_cffi (blocking) | 425.1 | 431.2 | +1.4 | 2.17 | 0.42 | +| 128 KiB | 50 | PycURL | 1,837.4 | 1,800.7 | -2.0 | 0.48 | 0.67 | +| 128 KiB | 100 | wreq (blocking) | 508.1 | 516.5 | +1.7 | 1.66 | 0.24 | +| 128 KiB | 100 | ry (blocking) | 3,057.3 | 3,071.0 | +0.4 | 0.50 | 0.99 | +| 128 KiB | 100 | requests | 616.5 | 617.7 | +0.2 | 0.83 | 0.31 | +| 128 KiB | 100 | httpx (blocking) | 603.9 | 604.6 | +0.1 | 1.58 | 1.11 | +| 128 KiB | 100 | niquests (blocking) | 617.9 | 632.8 | +2.4 | 2.82 | 0.50 | +| 128 KiB | 100 | curl_cffi (blocking) | 425.0 | 430.6 | +1.3 | 0.53 | 0.46 | +| 128 KiB | 100 | PycURL | 1,744.4 | 1,748.0 | +0.2 | 1.30 | 1.06 | +| 128 KiB | 150 | wreq (blocking) | 499.4 | 513.1 | +2.7 | 2.19 | 0.35 | +| 128 KiB | 150 | ry (blocking) | 2,970.8 | 2,970.7 | -0.0 | 0.85 | 0.41 | +| 128 KiB | 150 | requests | 612.4 | 602.8 | -1.6 | 1.64 | 2.24 | +| 128 KiB | 150 | httpx (blocking) | 593.9 | 609.7 | +2.7 | 0.09 | 0.12 | +| 128 KiB | 150 | niquests (blocking) | 609.5 | 625.6 | +2.6 | 1.71 | 0.16 | +| 128 KiB | 150 | curl_cffi (blocking) | 424.9 | 428.1 | +0.8 | 1.21 | 0.45 | +| 128 KiB | 150 | PycURL | 1,698.1 | 1,737.2 | +2.3 | 1.18 | 0.56 | +| 1 MiB | 10 | wreq (blocking) | 358.4 | 366.5 | +2.3 | 2.31 | 0.36 | +| 1 MiB | 10 | ry (blocking) | 1,207.0 | 1,194.9 | -1.0 | 2.06 | 0.68 | +| 1 MiB | 10 | requests | 154.8 | 157.2 | +1.5 | 0.35 | 0.15 | +| 1 MiB | 10 | httpx (blocking) | 138.6 | 140.5 | +1.4 | 1.02 | 0.71 | +| 1 MiB | 10 | niquests (blocking) | 153.9 | 158.3 | +2.8 | 0.20 | 0.44 | +| 1 MiB | 10 | curl_cffi (blocking) | 177.6 | 179.4 | +1.0 | 0.70 | 0.17 | +| 1 MiB | 10 | PycURL | 276.2 | 278.9 | +1.0 | 0.32 | 0.40 | +| 1 MiB | 50 | wreq (blocking) | 361.3 | 366.1 | +1.3 | 1.69 | 0.10 | +| 1 MiB | 50 | ry (blocking) | 1,175.1 | 1,193.5 | +1.6 | 1.53 | 1.43 | +| 1 MiB | 50 | requests | 153.6 | 155.3 | +1.1 | 1.65 | 0.49 | +| 1 MiB | 50 | httpx (blocking) | 137.2 | 140.7 | +2.5 | 1.43 | 0.17 | +| 1 MiB | 50 | niquests (blocking) | 149.9 | 156.9 | +4.7 | 2.58 | 0.68 | +| 1 MiB | 50 | curl_cffi (blocking) | 177.6 | 178.2 | +0.3 | 0.20 | 0.43 | +| 1 MiB | 50 | PycURL | 278.0 | 283.9 | +2.1 | 1.20 | 0.26 | +| 1 MiB | 100 | wreq (blocking) | 358.9 | 361.6 | +0.7 | 0.48 | 0.27 | +| 1 MiB | 100 | ry (blocking) | 1,172.1 | 1,166.1 | -0.5 | 0.74 | 1.24 | +| 1 MiB | 100 | requests | 155.0 | 157.2 | +1.4 | 1.15 | 0.44 | +| 1 MiB | 100 | httpx (blocking) | 134.8 | 139.1 | +3.2 | 2.56 | 0.20 | +| 1 MiB | 100 | niquests (blocking) | 152.6 | 155.4 | +1.8 | 1.91 | 0.52 | +| 1 MiB | 100 | curl_cffi (blocking) | 175.0 | 176.8 | +1.0 | 0.89 | 0.31 | +| 1 MiB | 100 | PycURL | 275.9 | 277.0 | +0.4 | 0.98 | 0.23 | +| 1 MiB | 150 | wreq (blocking) | 359.4 | 361.5 | +0.6 | 1.24 | 0.33 | +| 1 MiB | 150 | ry (blocking) | 1,112.5 | 1,119.0 | +0.6 | 1.64 | 0.39 | +| 1 MiB | 150 | requests | 155.2 | 154.6 | -0.4 | 0.52 | 1.06 | +| 1 MiB | 150 | httpx (blocking) | 139.6 | 142.1 | +1.8 | 1.16 | 0.23 | +| 1 MiB | 150 | niquests (blocking) | 151.6 | 155.4 | +2.5 | 1.62 | 0.78 | +| 1 MiB | 150 | curl_cffi (blocking) | 181.6 | 182.5 | +0.5 | 0.58 | 0.15 | +| 1 MiB | 150 | PycURL | 278.5 | 281.0 | +0.9 | 0.44 | 0.26 | +| 2 MiB | 10 | wreq (blocking) | 317.3 | 321.6 | +1.3 | 1.45 | 0.78 | +| 2 MiB | 10 | ry (blocking) | 1,091.8 | 1,069.8 | -2.0 | 4.59 | 7.50 | +| 2 MiB | 10 | requests | 91.9 | 92.6 | +0.7 | 0.63 | 0.55 | +| 2 MiB | 10 | httpx (blocking) | 79.0 | 82.7 | +4.6 | 5.64 | 0.30 | +| 2 MiB | 10 | niquests (blocking) | 89.1 | 92.9 | +4.3 | 1.49 | 0.17 | +| 2 MiB | 10 | curl_cffi (blocking) | 114.6 | 115.2 | +0.5 | 0.73 | 0.01 | +| 2 MiB | 10 | PycURL | 153.0 | 154.1 | +0.7 | 0.58 | 0.28 | +| 2 MiB | 50 | wreq (blocking) | 319.0 | 321.1 | +0.7 | 1.64 | 0.21 | +| 2 MiB | 50 | ry (blocking) | 996.7 | 997.5 | +0.1 | 1.05 | 0.75 | +| 2 MiB | 50 | requests | 91.0 | 91.9 | +1.0 | 1.31 | 0.11 | +| 2 MiB | 50 | httpx (blocking) | 82.5 | 83.1 | +0.7 | 0.59 | 0.33 | +| 2 MiB | 50 | niquests (blocking) | 89.3 | 92.0 | +3.0 | 1.05 | 0.58 | +| 2 MiB | 50 | curl_cffi (blocking) | 112.6 | 114.1 | +1.3 | 0.89 | 0.03 | +| 2 MiB | 50 | PycURL | 153.3 | 155.9 | +1.7 | 2.45 | 0.30 | +| 2 MiB | 100 | wreq (blocking) | 315.7 | 312.4 | -1.0 | 0.69 | 1.21 | +| 2 MiB | 100 | ry (blocking) | 962.1 | 977.3 | +1.6 | 1.27 | 0.28 | +| 2 MiB | 100 | requests | 92.8 | 93.4 | +0.6 | 0.41 | 0.17 | +| 2 MiB | 100 | httpx (blocking) | 80.3 | 82.6 | +2.8 | 1.30 | 0.45 | +| 2 MiB | 100 | niquests (blocking) | 89.9 | 92.4 | +2.8 | 1.43 | 0.45 | +| 2 MiB | 100 | curl_cffi (blocking) | 109.1 | 113.1 | +3.7 | 3.34 | 0.64 | +| 2 MiB | 100 | PycURL | 153.3 | 155.5 | +1.5 | 1.05 | 0.57 | +| 2 MiB | 150 | wreq (blocking) | 318.5 | 316.6 | -0.6 | 0.53 | 0.46 | +| 2 MiB | 150 | ry (blocking) | 930.6 | 944.1 | +1.5 | 1.31 | 0.87 | +| 2 MiB | 150 | requests | 92.4 | 92.4 | +0.0 | 0.65 | 0.80 | +| 2 MiB | 150 | httpx (blocking) | 83.3 | 84.9 | +1.9 | 0.44 | 0.05 | +| 2 MiB | 150 | niquests (blocking) | 90.6 | 91.7 | +1.3 | 0.98 | 0.46 | +| 2 MiB | 150 | curl_cffi (blocking) | 117.6 | 118.0 | +0.3 | 0.26 | 0.18 | +| 2 MiB | 150 | PycURL | 156.5 | 157.7 | +0.7 | 0.48 | 0.61 | +| 4 MiB | 10 | wreq (blocking) | 258.8 | 257.9 | -0.3 | 0.63 | 0.32 | +| 4 MiB | 10 | ry (blocking) | 974.9 | 1,005.8 | +3.2 | 3.52 | 0.83 | +| 4 MiB | 10 | requests | 50.3 | 50.6 | +0.5 | 0.85 | 0.95 | +| 4 MiB | 10 | httpx (blocking) | 44.6 | 45.3 | +1.7 | 0.89 | 0.40 | +| 4 MiB | 10 | niquests (blocking) | 49.7 | 50.3 | +1.3 | 0.40 | 0.38 | +| 4 MiB | 10 | curl_cffi (blocking) | 66.8 | 67.4 | +0.9 | 0.88 | 0.23 | +| 4 MiB | 10 | PycURL | 79.9 | 80.9 | +1.3 | 0.62 | 0.27 | +| 4 MiB | 50 | wreq (blocking) | 255.0 | 257.4 | +1.0 | 1.35 | 0.27 | +| 4 MiB | 50 | ry (blocking) | 733.5 | 753.5 | +2.7 | 2.67 | 0.74 | +| 4 MiB | 50 | requests | 48.9 | 50.4 | +3.2 | 2.33 | 0.29 | +| 4 MiB | 50 | httpx (blocking) | 45.5 | 45.8 | +0.7 | 0.53 | 0.50 | +| 4 MiB | 50 | niquests (blocking) | 49.2 | 50.2 | +2.1 | 0.27 | 0.19 | +| 4 MiB | 50 | curl_cffi (blocking) | 64.3 | 65.8 | +2.4 | 1.57 | 0.39 | +| 4 MiB | 50 | PycURL | 82.4 | 82.6 | +0.2 | 0.43 | 0.24 | +| 4 MiB | 100 | wreq (blocking) | 251.6 | 252.6 | +0.4 | 0.29 | 0.41 | +| 4 MiB | 100 | ry (blocking) | 724.9 | 742.4 | +2.4 | 0.88 | 0.58 | +| 4 MiB | 100 | requests | 50.9 | 51.0 | +0.3 | 0.93 | 0.43 | +| 4 MiB | 100 | httpx (blocking) | 44.6 | 45.3 | +1.6 | 1.34 | 0.23 | +| 4 MiB | 100 | niquests (blocking) | 50.3 | 50.9 | +1.3 | 0.67 | 0.32 | +| 4 MiB | 100 | curl_cffi (blocking) | 64.6 | 65.2 | +1.0 | 0.80 | 0.03 | +| 4 MiB | 100 | PycURL | 81.5 | 81.8 | +0.4 | 0.28 | 0.07 | +| 4 MiB | 150 | wreq (blocking) | 254.8 | 255.5 | +0.3 | 0.33 | 0.31 | +| 4 MiB | 150 | ry (blocking) | 694.8 | 721.5 | +3.8 | 1.10 | 0.38 | +| 4 MiB | 150 | requests | 50.6 | 50.8 | +0.6 | 0.98 | 0.36 | +| 4 MiB | 150 | httpx (blocking) | 46.0 | 46.9 | +1.8 | 0.50 | 0.42 | +| 4 MiB | 150 | niquests (blocking) | 49.5 | 50.3 | +1.7 | 1.33 | 0.29 | +| 4 MiB | 150 | curl_cffi (blocking) | 67.3 | 68.1 | +1.2 | 0.73 | 0.27 | +| 4 MiB | 150 | PycURL | 82.2 | 82.9 | +0.8 | 0.82 | 0.56 | + +#### HTTP/2 — Full upload + +| Payload | Concurrency | Client | Before RPS | After RPS | Change % | Before CV % | After CV % | +| --- | ---: | --- | ---: | ---: | ---: | ---: | ---: | +| 1 KiB | 10 | wreq (blocking) | 3,807.3 | 3,755.1 | -1.4 | 0.67 | 2.20 | +| 1 KiB | 10 | ry (blocking) | 8,790.8 | 8,810.3 | +0.2 | 2.57 | 1.94 | +| 1 KiB | 10 | httpx (blocking) | 1,566.3 | 1,550.6 | -1.0 | 1.37 | 0.74 | +| 1 KiB | 10 | niquests (blocking) | 1,324.2 | 1,320.3 | -0.3 | 0.74 | 0.55 | +| 1 KiB | 10 | curl_cffi (blocking) | 556.7 | 559.1 | +0.4 | 0.72 | 0.19 | +| 1 KiB | 10 | PycURL | 13,001.8 | 12,975.9 | -0.2 | 1.38 | 1.40 | +| 1 KiB | 50 | wreq (blocking) | 3,635.9 | 3,580.0 | -1.5 | 0.47 | 0.91 | +| 1 KiB | 50 | ry (blocking) | 7,934.8 | 7,881.3 | -0.7 | 0.94 | 1.09 | +| 1 KiB | 50 | httpx (blocking) | 1,522.0 | 1,500.4 | -1.4 | 0.81 | 0.23 | +| 1 KiB | 50 | niquests (blocking) | 1,205.3 | 1,181.6 | -2.0 | 9.93 | 10.25 | +| 1 KiB | 50 | curl_cffi (blocking) | 560.3 | 562.8 | +0.5 | 0.47 | 0.16 | +| 1 KiB | 50 | PycURL | 11,429.2 | 11,565.4 | +1.2 | 1.92 | 1.90 | +| 1 KiB | 100 | wreq (blocking) | 3,468.0 | 3,412.2 | -1.6 | 1.61 | 2.23 | +| 1 KiB | 100 | ry (blocking) | 7,265.4 | 7,374.6 | +1.5 | 0.75 | 0.67 | +| 1 KiB | 100 | httpx (blocking) | 1,472.5 | 1,474.4 | +0.1 | 0.79 | 0.73 | +| 1 KiB | 100 | niquests (blocking) | 1,272.7 | 1,241.3 | -2.5 | 0.20 | 1.10 | +| 1 KiB | 100 | curl_cffi (blocking) | 558.9 | 557.3 | -0.3 | 0.20 | 0.39 | +| 1 KiB | 100 | PycURL | 10,318.5 | 10,235.0 | -0.8 | 2.21 | 0.32 | +| 1 KiB | 150 | wreq (blocking) | 3,319.1 | 3,308.7 | -0.3 | 0.66 | 0.69 | +| 1 KiB | 150 | ry (blocking) | 6,755.5 | 6,848.8 | +1.4 | 1.36 | 0.85 | +| 1 KiB | 150 | httpx (blocking) | 1,390.6 | 1,370.1 | -1.5 | 4.99 | 6.12 | +| 1 KiB | 150 | niquests (blocking) | 1,230.3 | 1,206.7 | -1.9 | 0.84 | 0.81 | +| 1 KiB | 150 | curl_cffi (blocking) | 550.4 | 554.1 | +0.7 | 0.76 | 0.15 | +| 1 KiB | 150 | PycURL | 9,366.8 | 9,433.7 | +0.7 | 1.75 | 0.77 | +| 10 KiB | 10 | wreq (blocking) | 3,732.1 | 3,734.0 | +0.1 | 0.92 | 0.57 | +| 10 KiB | 10 | ry (blocking) | 8,878.1 | 8,956.9 | +0.9 | 1.27 | 1.89 | +| 10 KiB | 10 | httpx (blocking) | 1,498.6 | 1,533.4 | +2.3 | 4.32 | 2.03 | +| 10 KiB | 10 | niquests (blocking) | 1,320.7 | 1,307.1 | -1.0 | 0.73 | 1.40 | +| 10 KiB | 10 | curl_cffi (blocking) | 559.1 | 560.8 | +0.3 | 0.86 | 0.32 | +| 10 KiB | 10 | PycURL | 12,871.6 | 12,917.5 | +0.4 | 0.58 | 0.60 | +| 10 KiB | 50 | wreq (blocking) | 3,566.4 | 3,547.2 | -0.5 | 1.47 | 1.88 | +| 10 KiB | 50 | ry (blocking) | 7,878.2 | 7,901.7 | +0.3 | 1.09 | 1.66 | +| 10 KiB | 50 | httpx (blocking) | 1,492.6 | 1,508.9 | +1.1 | 0.73 | 0.45 | +| 10 KiB | 50 | niquests (blocking) | 1,283.4 | 1,279.2 | -0.3 | 0.69 | 0.25 | +| 10 KiB | 50 | curl_cffi (blocking) | 560.3 | 562.2 | +0.3 | 0.55 | 0.32 | +| 10 KiB | 50 | PycURL | 11,201.6 | 11,431.9 | +2.1 | 1.62 | 1.35 | +| 10 KiB | 100 | wreq (blocking) | 3,453.0 | 3,450.2 | -0.1 | 0.47 | 0.27 | +| 10 KiB | 100 | ry (blocking) | 7,210.1 | 7,181.1 | -0.4 | 1.15 | 1.19 | +| 10 KiB | 100 | httpx (blocking) | 1,455.1 | 1,399.0 | -3.9 | 0.34 | 4.51 | +| 10 KiB | 100 | niquests (blocking) | 1,240.9 | 1,230.1 | -0.9 | 0.95 | 1.26 | +| 10 KiB | 100 | curl_cffi (blocking) | 555.4 | 558.0 | +0.5 | 0.27 | 0.39 | +| 10 KiB | 100 | PycURL | 10,310.4 | 10,184.6 | -1.2 | 1.04 | 1.00 | +| 10 KiB | 150 | wreq (blocking) | 3,315.4 | 3,332.0 | +0.5 | 0.90 | 0.74 | +| 10 KiB | 150 | ry (blocking) | 6,845.7 | 6,795.4 | -0.7 | 1.08 | 1.44 | +| 10 KiB | 150 | httpx (blocking) | 1,415.1 | 1,408.5 | -0.5 | 0.36 | 0.34 | +| 10 KiB | 150 | niquests (blocking) | 1,214.4 | 1,193.1 | -1.8 | 0.42 | 0.84 | +| 10 KiB | 150 | curl_cffi (blocking) | 551.2 | 552.7 | +0.3 | 0.09 | 0.13 | +| 10 KiB | 150 | PycURL | 9,221.6 | 9,273.5 | +0.6 | 1.10 | 1.41 | +| 64 KiB | 10 | wreq (blocking) | 3,605.6 | 3,569.4 | -1.0 | 3.42 | 3.69 | +| 64 KiB | 10 | ry (blocking) | 4,591.7 | 4,543.6 | -1.0 | 1.82 | 0.90 | +| 64 KiB | 10 | httpx (blocking) | 621.0 | 624.1 | +0.5 | 1.26 | 1.47 | +| 64 KiB | 10 | niquests (blocking) | 689.3 | 683.4 | -0.9 | 0.52 | 0.39 | +| 64 KiB | 10 | curl_cffi (blocking) | 485.8 | 486.8 | +0.2 | 0.49 | 0.51 | +| 64 KiB | 10 | PycURL | 3,010.7 | 3,064.3 | +1.8 | 0.62 | 0.51 | +| 64 KiB | 50 | wreq (blocking) | 3,574.6 | 3,552.4 | -0.6 | 0.64 | 1.07 | +| 64 KiB | 50 | ry (blocking) | 4,333.1 | 4,297.3 | -0.8 | 0.88 | 1.18 | +| 64 KiB | 50 | httpx (blocking) | 606.3 | 611.3 | +0.8 | 1.61 | 0.71 | +| 64 KiB | 50 | niquests (blocking) | 656.4 | 654.3 | -0.3 | 3.13 | 3.08 | +| 64 KiB | 50 | curl_cffi (blocking) | 490.9 | 488.2 | -0.6 | 0.19 | 0.85 | +| 64 KiB | 50 | PycURL | 3,060.5 | 3,030.2 | -1.0 | 1.35 | 0.25 | +| 64 KiB | 100 | wreq (blocking) | 3,460.2 | 3,400.3 | -1.7 | 0.19 | 0.20 | +| 64 KiB | 100 | ry (blocking) | 4,074.9 | 4,081.3 | +0.2 | 1.42 | 1.14 | +| 64 KiB | 100 | httpx (blocking) | 599.4 | 595.4 | -0.7 | 0.72 | 0.30 | +| 64 KiB | 100 | niquests (blocking) | 656.7 | 653.4 | -0.5 | 0.70 | 0.73 | +| 64 KiB | 100 | curl_cffi (blocking) | 486.0 | 484.5 | -0.3 | 0.25 | 1.25 | +| 64 KiB | 100 | PycURL | 2,897.8 | 2,898.2 | +0.0 | 1.29 | 0.70 | +| 64 KiB | 150 | wreq (blocking) | 3,215.5 | 3,277.9 | +1.9 | 1.39 | 0.89 | +| 64 KiB | 150 | ry (blocking) | 3,888.3 | 3,884.3 | -0.1 | 0.29 | 0.57 | +| 64 KiB | 150 | httpx (blocking) | 601.0 | 598.3 | -0.5 | 0.56 | 0.48 | +| 64 KiB | 150 | niquests (blocking) | 656.9 | 656.5 | -0.1 | 0.77 | 0.55 | +| 64 KiB | 150 | curl_cffi (blocking) | 487.3 | 481.8 | -1.1 | 0.29 | 0.34 | +| 64 KiB | 150 | PycURL | 2,792.4 | 2,810.7 | +0.7 | 0.77 | 1.01 | +| 128 KiB | 10 | wreq (blocking) | 3,543.1 | 3,552.9 | +0.3 | 1.62 | 1.08 | +| 128 KiB | 10 | ry (blocking) | 2,792.9 | 2,823.0 | +1.1 | 0.27 | 0.21 | +| 128 KiB | 10 | httpx (blocking) | 361.7 | 364.6 | +0.8 | 0.53 | 0.41 | +| 128 KiB | 10 | niquests (blocking) | 436.1 | 428.1 | -1.8 | 1.31 | 3.62 | +| 128 KiB | 10 | curl_cffi (blocking) | 425.0 | 423.3 | -0.4 | 0.80 | 0.58 | +| 128 KiB | 10 | PycURL | 1,605.4 | 1,610.9 | +0.3 | 0.96 | 0.39 | +| 128 KiB | 50 | wreq (blocking) | 3,475.0 | 3,523.6 | +1.4 | 0.89 | 0.90 | +| 128 KiB | 50 | ry (blocking) | 2,682.6 | 2,707.6 | +0.9 | 0.85 | 0.21 | +| 128 KiB | 50 | httpx (blocking) | 361.7 | 359.7 | -0.5 | 0.60 | 0.37 | +| 128 KiB | 50 | niquests (blocking) | 429.0 | 425.5 | -0.8 | 0.49 | 1.12 | +| 128 KiB | 50 | curl_cffi (blocking) | 428.5 | 427.6 | -0.2 | 0.32 | 0.65 | +| 128 KiB | 50 | PycURL | 1,641.1 | 1,640.3 | -0.0 | 0.73 | 0.56 | +| 128 KiB | 100 | wreq (blocking) | 3,345.8 | 3,364.0 | +0.5 | 1.46 | 0.77 | +| 128 KiB | 100 | ry (blocking) | 2,529.4 | 2,562.8 | +1.3 | 0.07 | 0.50 | +| 128 KiB | 100 | httpx (blocking) | 353.6 | 350.3 | -0.9 | 1.31 | 1.80 | +| 128 KiB | 100 | niquests (blocking) | 421.6 | 423.2 | +0.4 | 0.25 | 0.93 | +| 128 KiB | 100 | curl_cffi (blocking) | 423.8 | 424.6 | +0.2 | 0.44 | 0.26 | +| 128 KiB | 100 | PycURL | 1,617.5 | 1,589.5 | -1.7 | 0.14 | 0.80 | +| 128 KiB | 150 | wreq (blocking) | 3,191.9 | 3,244.0 | +1.6 | 0.94 | 0.56 | +| 128 KiB | 150 | ry (blocking) | 2,473.4 | 2,477.2 | +0.2 | 1.28 | 0.84 | +| 128 KiB | 150 | httpx (blocking) | 361.1 | 358.5 | -0.7 | 0.42 | 0.95 | +| 128 KiB | 150 | niquests (blocking) | 425.5 | 420.5 | -1.2 | 0.72 | 0.80 | +| 128 KiB | 150 | curl_cffi (blocking) | 425.5 | 424.1 | -0.3 | 0.49 | 0.19 | +| 128 KiB | 150 | PycURL | 1,564.1 | 1,568.2 | +0.3 | 0.35 | 0.32 | +| 1 MiB | 10 | wreq (blocking) | 1,760.4 | 1,759.1 | -0.1 | 0.63 | 0.52 | +| 1 MiB | 10 | ry (blocking) | 424.4 | 422.9 | -0.4 | 0.78 | 0.65 | +| 1 MiB | 10 | httpx (blocking) | 51.2 | 50.9 | -0.6 | 0.38 | 0.64 | +| 1 MiB | 10 | niquests (blocking) | 71.9 | 72.0 | +0.2 | 0.91 | 0.25 | +| 1 MiB | 10 | curl_cffi (blocking) | 152.2 | 151.8 | -0.3 | 0.32 | 0.29 | +| 1 MiB | 10 | PycURL | 212.3 | 213.1 | +0.4 | 0.17 | 0.71 | +| 1 MiB | 50 | wreq (blocking) | 1,759.9 | 1,728.7 | -1.8 | 0.64 | 0.57 | +| 1 MiB | 50 | ry (blocking) | 427.3 | 424.8 | -0.6 | 0.36 | 0.51 | +| 1 MiB | 50 | httpx (blocking) | 50.0 | 49.7 | -0.7 | 0.19 | 0.40 | +| 1 MiB | 50 | niquests (blocking) | 71.3 | 71.2 | -0.1 | 0.01 | 0.70 | +| 1 MiB | 50 | curl_cffi (blocking) | 153.7 | 153.3 | -0.2 | 0.51 | 0.55 | +| 1 MiB | 50 | PycURL | 220.0 | 220.9 | +0.4 | 0.14 | 0.10 | +| 1 MiB | 100 | wreq (blocking) | 1,676.7 | 1,663.7 | -0.8 | 0.12 | 1.03 | +| 1 MiB | 100 | ry (blocking) | 420.1 | 418.8 | -0.3 | 0.30 | 0.17 | +| 1 MiB | 100 | httpx (blocking) | 49.1 | 49.0 | -0.2 | 0.39 | 0.37 | +| 1 MiB | 100 | niquests (blocking) | 71.5 | 71.6 | +0.1 | 0.03 | 0.26 | +| 1 MiB | 100 | curl_cffi (blocking) | 153.0 | 152.0 | -0.6 | 0.30 | 0.20 | +| 1 MiB | 100 | PycURL | 220.8 | 219.5 | -0.6 | 0.24 | 0.38 | +| 1 MiB | 150 | wreq (blocking) | 1,648.5 | 1,613.2 | -2.1 | 0.55 | 1.33 | +| 1 MiB | 150 | ry (blocking) | 420.4 | 418.2 | -0.5 | 0.32 | 0.43 | +| 1 MiB | 150 | httpx (blocking) | 51.5 | 51.3 | -0.4 | 0.14 | 0.13 | +| 1 MiB | 150 | niquests (blocking) | 73.3 | 73.1 | -0.3 | 0.28 | 0.39 | +| 1 MiB | 150 | curl_cffi (blocking) | 156.4 | 155.4 | -0.6 | 0.19 | 0.28 | +| 1 MiB | 150 | PycURL | 221.2 | 220.9 | -0.1 | 0.25 | 0.28 | +| 2 MiB | 10 | wreq (blocking) | 1,183.4 | 1,165.7 | -1.5 | 0.72 | 0.62 | +| 2 MiB | 10 | ry (blocking) | 212.8 | 212.3 | -0.3 | 0.20 | 0.23 | +| 2 MiB | 10 | httpx (blocking) | 24.6 | 24.6 | +0.0 | 0.22 | 0.71 | +| 2 MiB | 10 | niquests (blocking) | 36.5 | 36.5 | -0.0 | 0.67 | 0.20 | +| 2 MiB | 10 | curl_cffi (blocking) | 88.3 | 87.6 | -0.7 | 0.46 | 0.20 | +| 2 MiB | 10 | PycURL | 107.5 | 106.9 | -0.5 | 0.42 | 0.60 | +| 2 MiB | 50 | wreq (blocking) | 1,151.7 | 1,123.3 | -2.5 | 0.57 | 1.01 | +| 2 MiB | 50 | ry (blocking) | 222.0 | 221.8 | -0.1 | 1.10 | 0.52 | +| 2 MiB | 50 | httpx (blocking) | 23.4 | 23.3 | -0.4 | 0.35 | 0.16 | +| 2 MiB | 50 | niquests (blocking) | 36.6 | 36.5 | -0.1 | 0.06 | 0.42 | +| 2 MiB | 50 | curl_cffi (blocking) | 88.6 | 87.8 | -0.9 | 0.47 | 0.05 | +| 2 MiB | 50 | PycURL | 112.3 | 111.3 | -0.9 | 0.75 | 0.25 | +| 2 MiB | 100 | wreq (blocking) | 1,064.7 | 1,062.1 | -0.3 | 0.78 | 0.97 | +| 2 MiB | 100 | ry (blocking) | 222.9 | 217.3 | -2.5 | 2.42 | 1.28 | +| 2 MiB | 100 | httpx (blocking) | 22.9 | 23.0 | +0.4 | 0.60 | 0.45 | +| 2 MiB | 100 | niquests (blocking) | 36.8 | 36.6 | -0.6 | 0.15 | 0.18 | +| 2 MiB | 100 | curl_cffi (blocking) | 88.0 | 87.3 | -0.8 | 0.13 | 0.71 | +| 2 MiB | 100 | PycURL | 112.3 | 113.2 | +0.8 | 0.83 | 0.29 | +| 2 MiB | 150 | wreq (blocking) | 1,066.7 | 1,052.4 | -1.3 | 0.62 | 0.39 | +| 2 MiB | 150 | ry (blocking) | 222.7 | 217.3 | -2.4 | 2.98 | 1.07 | +| 2 MiB | 150 | httpx (blocking) | 23.8 | 23.8 | -0.1 | 0.12 | 0.68 | +| 2 MiB | 150 | niquests (blocking) | 37.6 | 37.3 | -0.8 | 0.23 | 0.30 | +| 2 MiB | 150 | curl_cffi (blocking) | 90.4 | 90.0 | -0.5 | 0.04 | 0.29 | +| 2 MiB | 150 | PycURL | 111.6 | 111.5 | -0.1 | 0.39 | 0.36 | +| 4 MiB | 10 | wreq (blocking) | 684.8 | 681.4 | -0.5 | 0.23 | 0.51 | +| 4 MiB | 10 | ry (blocking) | 104.9 | 104.7 | -0.2 | 0.23 | 0.27 | +| 4 MiB | 10 | httpx (blocking) | 11.1 | 11.0 | -1.1 | 0.12 | 1.16 | +| 4 MiB | 10 | niquests (blocking) | 18.6 | 18.6 | +0.2 | 0.04 | 0.28 | +| 4 MiB | 10 | curl_cffi (blocking) | 47.9 | 47.6 | -0.6 | 0.23 | 0.97 | +| 4 MiB | 10 | PycURL | 53.2 | 53.3 | +0.2 | 0.19 | 0.37 | +| 4 MiB | 50 | wreq (blocking) | 656.0 | 646.1 | -1.5 | 1.43 | 2.09 | +| 4 MiB | 50 | ry (blocking) | 108.2 | 108.1 | -0.2 | 0.21 | 0.50 | +| 4 MiB | 50 | httpx (blocking) | 10.1 | 10.1 | -0.2 | 0.68 | 0.14 | +| 4 MiB | 50 | niquests (blocking) | 18.6 | 18.6 | +0.2 | 0.16 | 0.56 | +| 4 MiB | 50 | curl_cffi (blocking) | 47.9 | 47.6 | -0.6 | 0.16 | 0.34 | +| 4 MiB | 50 | PycURL | 56.2 | 55.9 | -0.7 | 0.20 | 0.34 | +| 4 MiB | 100 | wreq (blocking) | 638.8 | 619.3 | -3.1 | 1.04 | 1.21 | +| 4 MiB | 100 | ry (blocking) | 108.1 | 108.9 | +0.8 | 0.16 | 0.74 | +| 4 MiB | 100 | httpx (blocking) | 10.0 | 10.0 | +0.2 | 0.40 | 0.09 | +| 4 MiB | 100 | niquests (blocking) | 18.5 | 18.4 | -0.3 | 0.28 | 0.15 | +| 4 MiB | 100 | curl_cffi (blocking) | 47.8 | 47.5 | -0.6 | 0.19 | 0.31 | +| 4 MiB | 100 | PycURL | 56.6 | 56.3 | -0.5 | 0.76 | 1.06 | +| 4 MiB | 150 | wreq (blocking) | 615.0 | 601.5 | -2.2 | 0.91 | 0.30 | +| 4 MiB | 150 | ry (blocking) | 108.9 | 110.5 | +1.4 | 0.04 | 0.60 | +| 4 MiB | 150 | httpx (blocking) | 10.3 | 10.3 | -0.0 | 0.20 | 0.48 | +| 4 MiB | 150 | niquests (blocking) | 19.0 | 18.9 | -0.4 | 0.13 | 0.41 | +| 4 MiB | 150 | curl_cffi (blocking) | 49.0 | 48.9 | -0.3 | 0.13 | 0.27 | +| 4 MiB | 150 | PycURL | 56.6 | 56.5 | -0.1 | 0.36 | 0.35 | + +#### HTTP/2 — Stream upload + +| Payload | Concurrency | Client | Before RPS | After RPS | Change % | Before CV % | After CV % | +| --- | ---: | --- | ---: | ---: | ---: | ---: | ---: | +| 1 KiB | 10 | wreq (blocking) | 563.0 | 559.2 | -0.7 | 0.65 | 0.56 | +| 1 KiB | 10 | ry (blocking) | 5,377.3 | 5,318.0 | -1.1 | 1.39 | 0.18 | +| 1 KiB | 10 | httpx (blocking) | 1,564.2 | 1,562.0 | -0.1 | 1.01 | 0.49 | +| 1 KiB | 10 | niquests (blocking) | 1,323.6 | 1,322.9 | -0.1 | 0.59 | 0.56 | +| 1 KiB | 10 | curl_cffi (blocking) | 526.7 | 526.0 | -0.1 | 0.23 | 0.14 | +| 1 KiB | 10 | PycURL | 6,782.0 | 6,754.7 | -0.4 | 0.37 | 0.24 | +| 1 KiB | 50 | wreq (blocking) | 562.7 | 562.6 | -0.0 | 0.34 | 0.45 | +| 1 KiB | 50 | ry (blocking) | 5,045.6 | 4,975.8 | -1.4 | 1.78 | 1.68 | +| 1 KiB | 50 | httpx (blocking) | 1,511.9 | 1,523.3 | +0.8 | 0.32 | 0.21 | +| 1 KiB | 50 | niquests (blocking) | 1,283.3 | 1,251.7 | -2.5 | 0.52 | 0.68 | +| 1 KiB | 50 | curl_cffi (blocking) | 528.1 | 529.4 | +0.2 | 0.35 | 0.25 | +| 1 KiB | 50 | PycURL | 6,382.2 | 6,335.7 | -0.7 | 1.30 | 1.28 | +| 1 KiB | 100 | wreq (blocking) | 554.2 | 557.4 | +0.6 | 0.38 | 0.31 | +| 1 KiB | 100 | ry (blocking) | 4,834.2 | 4,801.2 | -0.7 | 0.33 | 0.55 | +| 1 KiB | 100 | httpx (blocking) | 1,424.0 | 1,447.6 | +1.7 | 2.59 | 1.59 | +| 1 KiB | 100 | niquests (blocking) | 1,242.2 | 1,205.7 | -2.9 | 0.53 | 1.01 | +| 1 KiB | 100 | curl_cffi (blocking) | 525.6 | 525.1 | -0.1 | 0.55 | 0.08 | +| 1 KiB | 100 | PycURL | 6,028.9 | 6,033.8 | +0.1 | 0.56 | 1.34 | +| 1 KiB | 150 | wreq (blocking) | 547.3 | 547.2 | -0.0 | 0.24 | 0.43 | +| 1 KiB | 150 | ry (blocking) | 4,534.4 | 4,564.9 | +0.7 | 1.01 | 0.23 | +| 1 KiB | 150 | httpx (blocking) | 1,423.4 | 1,423.7 | +0.0 | 0.25 | 0.98 | +| 1 KiB | 150 | niquests (blocking) | 1,220.1 | 1,188.5 | -2.6 | 0.93 | 2.19 | +| 1 KiB | 150 | curl_cffi (blocking) | 524.1 | 522.8 | -0.3 | 0.15 | 0.18 | +| 1 KiB | 150 | PycURL | 5,699.4 | 5,672.9 | -0.5 | 1.34 | 1.61 | +| 10 KiB | 10 | wreq (blocking) | 564.2 | 561.5 | -0.5 | 0.44 | 0.56 | +| 10 KiB | 10 | ry (blocking) | 5,323.7 | 5,304.4 | -0.4 | 1.04 | 0.73 | +| 10 KiB | 10 | httpx (blocking) | 1,549.5 | 1,539.4 | -0.7 | 0.52 | 0.60 | +| 10 KiB | 10 | niquests (blocking) | 1,318.8 | 1,302.2 | -1.3 | 0.35 | 0.66 | +| 10 KiB | 10 | curl_cffi (blocking) | 526.9 | 528.2 | +0.3 | 0.15 | 0.65 | +| 10 KiB | 10 | PycURL | 6,710.9 | 6,792.1 | +1.2 | 1.10 | 0.42 | +| 10 KiB | 50 | wreq (blocking) | 561.7 | 563.0 | +0.2 | 0.35 | 0.33 | +| 10 KiB | 50 | ry (blocking) | 5,011.8 | 5,028.8 | +0.3 | 1.29 | 1.86 | +| 10 KiB | 50 | httpx (blocking) | 1,495.0 | 1,435.2 | -4.0 | 0.83 | 5.14 | +| 10 KiB | 50 | niquests (blocking) | 1,271.6 | 1,266.8 | -0.4 | 0.23 | 1.42 | +| 10 KiB | 50 | curl_cffi (blocking) | 530.6 | 528.7 | -0.4 | 0.52 | 0.12 | +| 10 KiB | 50 | PycURL | 6,388.9 | 6,313.3 | -1.2 | 1.10 | 0.86 | +| 10 KiB | 100 | wreq (blocking) | 554.8 | 553.7 | -0.2 | 0.30 | 0.32 | +| 10 KiB | 100 | ry (blocking) | 4,674.8 | 4,771.8 | +2.1 | 3.01 | 0.42 | +| 10 KiB | 100 | httpx (blocking) | 1,430.8 | 1,435.4 | +0.3 | 0.43 | 0.68 | +| 10 KiB | 100 | niquests (blocking) | 1,181.3 | 1,167.2 | -1.2 | 5.44 | 6.92 | +| 10 KiB | 100 | curl_cffi (blocking) | 526.3 | 526.0 | -0.1 | 0.28 | 0.36 | +| 10 KiB | 100 | PycURL | 6,058.4 | 6,098.1 | +0.7 | 0.64 | 0.60 | +| 10 KiB | 150 | wreq (blocking) | 549.1 | 544.2 | -0.9 | 0.16 | 0.53 | +| 10 KiB | 150 | ry (blocking) | 4,578.1 | 4,528.7 | -1.1 | 0.47 | 1.57 | +| 10 KiB | 150 | httpx (blocking) | 1,394.5 | 1,412.2 | +1.3 | 1.03 | 1.16 | +| 10 KiB | 150 | niquests (blocking) | 1,216.3 | 1,207.6 | -0.7 | 0.65 | 0.94 | +| 10 KiB | 150 | curl_cffi (blocking) | 524.9 | 522.7 | -0.4 | 0.21 | 0.07 | +| 10 KiB | 150 | PycURL | 5,656.5 | 5,726.0 | +1.2 | 1.09 | 0.33 | +| 64 KiB | 10 | wreq (blocking) | 526.8 | 528.0 | +0.2 | 0.49 | 0.46 | +| 64 KiB | 10 | ry (blocking) | 2,522.5 | 2,531.7 | +0.4 | 0.28 | 0.37 | +| 64 KiB | 10 | httpx (blocking) | 623.0 | 615.3 | -1.2 | 0.71 | 0.46 | +| 64 KiB | 10 | niquests (blocking) | 685.7 | 684.5 | -0.2 | 0.16 | 0.62 | +| 64 KiB | 10 | curl_cffi (blocking) | 440.3 | 441.3 | +0.2 | 0.21 | 0.23 | +| 64 KiB | 10 | PycURL | 1,952.5 | 1,968.7 | +0.8 | 0.44 | 0.70 | +| 64 KiB | 50 | wreq (blocking) | 530.3 | 528.4 | -0.4 | 0.33 | 0.35 | +| 64 KiB | 50 | ry (blocking) | 2,462.8 | 2,460.9 | -0.1 | 0.18 | 0.03 | +| 64 KiB | 50 | httpx (blocking) | 608.9 | 607.1 | -0.3 | 2.07 | 1.03 | +| 64 KiB | 50 | niquests (blocking) | 658.8 | 673.0 | +2.2 | 3.49 | 1.01 | +| 64 KiB | 50 | curl_cffi (blocking) | 442.3 | 442.4 | +0.0 | 0.27 | 0.12 | +| 64 KiB | 50 | PycURL | 1,985.1 | 1,979.7 | -0.3 | 0.85 | 0.78 | +| 64 KiB | 100 | wreq (blocking) | 522.4 | 522.0 | -0.1 | 0.22 | 0.20 | +| 64 KiB | 100 | ry (blocking) | 2,382.6 | 2,373.8 | -0.4 | 0.83 | 0.67 | +| 64 KiB | 100 | httpx (blocking) | 596.5 | 594.9 | -0.3 | 0.57 | 0.26 | +| 64 KiB | 100 | niquests (blocking) | 656.9 | 655.5 | -0.2 | 0.48 | 0.57 | +| 64 KiB | 100 | curl_cffi (blocking) | 442.7 | 437.7 | -1.1 | 0.36 | 0.29 | +| 64 KiB | 100 | PycURL | 1,905.4 | 1,907.9 | +0.1 | 0.67 | 0.58 | +| 64 KiB | 150 | wreq (blocking) | 517.6 | 514.3 | -0.6 | 0.41 | 0.16 | +| 64 KiB | 150 | ry (blocking) | 2,313.2 | 2,306.5 | -0.3 | 0.59 | 0.25 | +| 64 KiB | 150 | httpx (blocking) | 598.0 | 599.4 | +0.2 | 0.91 | 0.90 | +| 64 KiB | 150 | niquests (blocking) | 657.6 | 649.3 | -1.2 | 0.07 | 0.69 | +| 64 KiB | 150 | curl_cffi (blocking) | 440.3 | 437.7 | -0.6 | 0.41 | 0.22 | +| 64 KiB | 150 | PycURL | 1,870.8 | 1,887.1 | +0.9 | 1.53 | 1.05 | +| 128 KiB | 10 | wreq (blocking) | 523.3 | 516.5 | -1.3 | 0.82 | 2.17 | +| 128 KiB | 10 | ry (blocking) | 1,872.1 | 1,865.8 | -0.3 | 0.68 | 0.84 | +| 128 KiB | 10 | httpx (blocking) | 365.5 | 363.3 | -0.6 | 0.52 | 0.54 | +| 128 KiB | 10 | niquests (blocking) | 437.0 | 439.0 | +0.4 | 0.10 | 0.62 | +| 128 KiB | 10 | curl_cffi (blocking) | 389.0 | 387.5 | -0.4 | 0.17 | 0.64 | +| 128 KiB | 10 | PycURL | 1,251.1 | 1,241.9 | -0.7 | 1.05 | 1.30 | +| 128 KiB | 50 | wreq (blocking) | 528.1 | 525.6 | -0.5 | 0.43 | 0.15 | +| 128 KiB | 50 | ry (blocking) | 1,823.1 | 1,824.5 | +0.1 | 0.94 | 0.20 | +| 128 KiB | 50 | httpx (blocking) | 363.5 | 363.5 | -0.0 | 0.36 | 0.24 | +| 128 KiB | 50 | niquests (blocking) | 426.0 | 426.6 | +0.1 | 0.16 | 0.15 | +| 128 KiB | 50 | curl_cffi (blocking) | 389.1 | 390.5 | +0.4 | 0.59 | 0.71 | +| 128 KiB | 50 | PycURL | 1,264.7 | 1,277.0 | +1.0 | 0.32 | 1.02 | +| 128 KiB | 100 | wreq (blocking) | 517.6 | 520.8 | +0.6 | 0.21 | 0.24 | +| 128 KiB | 100 | ry (blocking) | 1,751.9 | 1,748.2 | -0.2 | 0.68 | 0.14 | +| 128 KiB | 100 | httpx (blocking) | 358.5 | 357.4 | -0.3 | 0.31 | 1.02 | +| 128 KiB | 100 | niquests (blocking) | 420.1 | 418.6 | -0.3 | 0.79 | 1.03 | +| 128 KiB | 100 | curl_cffi (blocking) | 388.4 | 387.6 | -0.2 | 0.85 | 0.31 | +| 128 KiB | 100 | PycURL | 1,237.5 | 1,246.6 | +0.7 | 1.73 | 0.62 | +| 128 KiB | 150 | wreq (blocking) | 514.3 | 509.1 | -1.0 | 0.48 | 0.78 | +| 128 KiB | 150 | ry (blocking) | 1,727.6 | 1,715.7 | -0.7 | 0.84 | 0.46 | +| 128 KiB | 150 | httpx (blocking) | 362.4 | 364.0 | +0.4 | 0.23 | 0.16 | +| 128 KiB | 150 | niquests (blocking) | 423.6 | 417.4 | -1.5 | 0.12 | 0.92 | +| 128 KiB | 150 | curl_cffi (blocking) | 390.0 | 389.2 | -0.2 | 0.13 | 0.33 | +| 128 KiB | 150 | PycURL | 1,223.3 | 1,215.8 | -0.6 | 0.61 | 0.90 | +| 1 MiB | 10 | wreq (blocking) | 375.9 | 374.2 | -0.5 | 0.34 | 0.56 | +| 1 MiB | 10 | ry (blocking) | 339.2 | 335.7 | -1.0 | 0.86 | 0.58 | +| 1 MiB | 10 | httpx (blocking) | 53.1 | 53.4 | +0.5 | 0.49 | 0.35 | +| 1 MiB | 10 | niquests (blocking) | 71.5 | 70.9 | -0.8 | 0.34 | 0.11 | +| 1 MiB | 10 | curl_cffi (blocking) | 137.7 | 137.3 | -0.3 | 0.39 | 0.38 | +| 1 MiB | 10 | PycURL | 187.0 | 186.9 | -0.1 | 0.56 | 0.51 | +| 1 MiB | 50 | wreq (blocking) | 378.9 | 376.1 | -0.7 | 0.42 | 0.54 | +| 1 MiB | 50 | ry (blocking) | 338.7 | 338.7 | -0.0 | 0.58 | 0.32 | +| 1 MiB | 50 | httpx (blocking) | 53.5 | 53.2 | -0.6 | 0.44 | 0.21 | +| 1 MiB | 50 | niquests (blocking) | 71.2 | 71.2 | +0.0 | 0.36 | 0.34 | +| 1 MiB | 50 | curl_cffi (blocking) | 138.0 | 137.0 | -0.7 | 0.70 | 0.22 | +| 1 MiB | 50 | PycURL | 193.4 | 192.7 | -0.4 | 0.18 | 0.48 | +| 1 MiB | 100 | wreq (blocking) | 373.3 | 371.1 | -0.6 | 0.54 | 0.30 | +| 1 MiB | 100 | ry (blocking) | 336.3 | 334.3 | -0.6 | 0.29 | 0.66 | +| 1 MiB | 100 | httpx (blocking) | 52.7 | 52.8 | +0.1 | 0.22 | 0.21 | +| 1 MiB | 100 | niquests (blocking) | 71.5 | 71.0 | -0.6 | 0.25 | 0.71 | +| 1 MiB | 100 | curl_cffi (blocking) | 136.2 | 135.8 | -0.3 | 0.28 | 0.18 | +| 1 MiB | 100 | PycURL | 191.9 | 192.2 | +0.1 | 0.34 | 0.64 | +| 1 MiB | 150 | wreq (blocking) | 375.3 | 373.3 | -0.5 | 0.18 | 0.02 | +| 1 MiB | 150 | ry (blocking) | 333.2 | 332.3 | -0.3 | 0.38 | 0.79 | +| 1 MiB | 150 | httpx (blocking) | 55.1 | 54.4 | -1.3 | 0.08 | 0.86 | +| 1 MiB | 150 | niquests (blocking) | 72.7 | 72.5 | -0.3 | 0.59 | 0.65 | +| 1 MiB | 150 | curl_cffi (blocking) | 139.5 | 138.8 | -0.5 | 0.01 | 0.31 | +| 1 MiB | 150 | PycURL | 194.1 | 194.1 | -0.0 | 0.34 | 0.34 | +| 2 MiB | 10 | wreq (blocking) | 337.9 | 335.6 | -0.7 | 0.45 | 0.20 | +| 2 MiB | 10 | ry (blocking) | 188.2 | 187.2 | -0.5 | 0.11 | 0.42 | +| 2 MiB | 10 | httpx (blocking) | 26.9 | 26.6 | -1.0 | 0.12 | 0.33 | +| 2 MiB | 10 | niquests (blocking) | 36.5 | 36.6 | +0.2 | 0.33 | 0.58 | +| 2 MiB | 10 | curl_cffi (blocking) | 78.6 | 78.2 | -0.5 | 0.61 | 0.12 | +| 2 MiB | 10 | PycURL | 93.6 | 94.2 | +0.6 | 0.55 | 0.50 | +| 2 MiB | 50 | wreq (blocking) | 338.8 | 337.0 | -0.5 | 0.54 | 0.62 | +| 2 MiB | 50 | ry (blocking) | 192.3 | 190.7 | -0.8 | 0.18 | 0.41 | +| 2 MiB | 50 | httpx (blocking) | 27.0 | 26.8 | -0.7 | 0.16 | 0.24 | +| 2 MiB | 50 | niquests (blocking) | 36.5 | 36.5 | -0.0 | 0.19 | 0.23 | +| 2 MiB | 50 | curl_cffi (blocking) | 79.0 | 78.2 | -1.0 | 0.51 | 0.43 | +| 2 MiB | 50 | PycURL | 97.6 | 97.8 | +0.1 | 0.03 | 0.41 | +| 2 MiB | 100 | wreq (blocking) | 335.7 | 334.5 | -0.3 | 0.01 | 0.13 | +| 2 MiB | 100 | ry (blocking) | 191.3 | 190.7 | -0.3 | 0.42 | 0.27 | +| 2 MiB | 100 | httpx (blocking) | 26.6 | 26.5 | -0.6 | 0.19 | 0.47 | +| 2 MiB | 100 | niquests (blocking) | 36.6 | 36.4 | -0.5 | 0.32 | 0.10 | +| 2 MiB | 100 | curl_cffi (blocking) | 77.9 | 77.5 | -0.5 | 0.28 | 0.13 | +| 2 MiB | 100 | PycURL | 97.6 | 97.3 | -0.3 | 0.19 | 0.17 | +| 2 MiB | 150 | wreq (blocking) | 339.0 | 337.2 | -0.5 | 0.37 | 0.25 | +| 2 MiB | 150 | ry (blocking) | 191.2 | 191.2 | +0.0 | 0.43 | 0.18 | +| 2 MiB | 150 | httpx (blocking) | 27.7 | 27.6 | -0.4 | 0.24 | 0.10 | +| 2 MiB | 150 | niquests (blocking) | 37.5 | 37.2 | -0.8 | 0.18 | 0.33 | +| 2 MiB | 150 | curl_cffi (blocking) | 80.1 | 79.6 | -0.6 | 0.28 | 0.29 | +| 2 MiB | 150 | PycURL | 98.7 | 98.5 | -0.2 | 0.15 | 0.31 | +| 4 MiB | 10 | wreq (blocking) | 279.4 | 278.4 | -0.4 | 0.30 | 0.11 | +| 4 MiB | 10 | ry (blocking) | 99.2 | 98.5 | -0.7 | 0.36 | 0.15 | +| 4 MiB | 10 | httpx (blocking) | 13.4 | 13.3 | -0.5 | 0.20 | 0.21 | +| 4 MiB | 10 | niquests (blocking) | 18.5 | 18.4 | -0.2 | 0.29 | 0.31 | +| 4 MiB | 10 | curl_cffi (blocking) | 42.5 | 42.2 | -0.8 | 0.38 | 0.19 | +| 4 MiB | 10 | PycURL | 47.2 | 47.3 | +0.2 | 0.22 | 0.56 | +| 4 MiB | 50 | wreq (blocking) | 279.5 | 277.4 | -0.8 | 0.58 | 0.29 | +| 4 MiB | 50 | ry (blocking) | 100.6 | 100.6 | +0.1 | 0.52 | 0.33 | +| 4 MiB | 50 | httpx (blocking) | 13.4 | 13.3 | -1.0 | 0.15 | 0.35 | +| 4 MiB | 50 | niquests (blocking) | 18.5 | 18.5 | +0.3 | 0.16 | 0.57 | +| 4 MiB | 50 | curl_cffi (blocking) | 42.3 | 41.9 | -0.9 | 0.26 | 0.55 | +| 4 MiB | 50 | PycURL | 49.1 | 49.0 | -0.3 | 0.36 | 0.20 | +| 4 MiB | 100 | wreq (blocking) | 275.8 | 274.2 | -0.6 | 0.52 | 0.63 | +| 4 MiB | 100 | ry (blocking) | 100.3 | 100.1 | -0.2 | 0.57 | 0.15 | +| 4 MiB | 100 | httpx (blocking) | 13.2 | 13.1 | -0.4 | 0.10 | 0.33 | +| 4 MiB | 100 | niquests (blocking) | 18.5 | 18.5 | -0.1 | 0.30 | 0.08 | +| 4 MiB | 100 | curl_cffi (blocking) | 41.8 | 41.5 | -0.6 | 0.21 | 0.22 | +| 4 MiB | 100 | PycURL | 49.1 | 48.9 | -0.3 | 0.25 | 0.12 | +| 4 MiB | 150 | wreq (blocking) | 282.6 | 279.5 | -1.1 | 0.45 | 0.38 | +| 4 MiB | 150 | ry (blocking) | 101.8 | 101.6 | -0.2 | 0.17 | 0.31 | +| 4 MiB | 150 | httpx (blocking) | 13.8 | 13.8 | +0.2 | 0.16 | 0.12 | +| 4 MiB | 150 | niquests (blocking) | 18.9 | 18.9 | -0.2 | 0.24 | 0.38 | +| 4 MiB | 150 | curl_cffi (blocking) | 42.9 | 42.9 | -0.1 | 0.10 | 0.07 | +| 4 MiB | 150 | PycURL | 49.5 | 49.5 | -0.0 | 0.02 | 0.13 | + +### Interpretation limits + +CV describes variation in per-round RPS (population standard deviation divided by the mean); it is not a confidence interval. Sequential runs are not a paired experiment, and competing programs can affect results. Peer-client changes can help identify environmental drift, but do not establish its cause. + +The timer includes uploads, TLS and HTTP processing, and streamed response consumption. Changes cannot be attributed to TLS IO alone and do not establish universal client rankings or per-request latency. + +Recorded configuration, environment, server hashes, and client metadata match, except that wreq versions and native hashes may change and artifact paths may relocate. Transitive dependencies, build toolchains and flags, allocators, timed harness equivalence, and dirty-source changes still require manual review of accompanying build and source records. diff --git a/bench/data/20261003T141549Z-bad7928dae4b-full.json b/bench/data/20261003T141549Z-bad7928dae4b-full.json new file mode 100644 index 00000000..c7b311b2 --- /dev/null +++ b/bench/data/20261003T141549Z-bad7928dae4b-full.json @@ -0,0 +1,29401 @@ +{ + "schema_version": 1, + "generated_at": "2026-10-03T14:15:49.007023+00:00", + "source": { + "repository": "https://github.com/0x676e67/wreq-python.git", + "commit": "bad7928dae4b139805335bc7a6690d85629c1c60", + "dirty": true + }, + "environment": { + "python": "3.14.6 (main, Jul 23 2026, 14:45:24) [Clang 22.1.3 ]", + "implementation": "CPython", + "platform": "Linux-6.18.33.2-microsoft-standard-WSL2-x86_64-with-glibc2.39", + "machine": "x86_64", + "cpu": "AMD Ryzen 9 9950X 16-Core Processor", + "cpu_count": 32, + "event_loop": "asyncio", + "affinity": [ + 0, + 1, + 2, + 3, + 4, + 5, + 6, + 7, + 8, + 9, + 10, + 11, + 12, + 13, + 14, + 15, + 16, + 17, + 18, + 19, + 20, + 21, + 22, + 23, + 24, + 25, + 26, + 27, + 28, + 29, + 30, + 31 + ], + "load_average": [ + 0.44677734375, + 0.1201171875, + 0.037109375 + ] + }, + "configuration": { + "clients": [ + "wreq", + "wreq_st", + "pyreqwest_st", + "pyreqwest_mt", + "ry", + "curl_cffi", + "httpx", + "niquests", + "aiohttp", + "wreq_blocking", + "ry_blocking", + "requests", + "httpx_blocking", + "niquests_blocking", + "curl_cffi_blocking", + "pycurl" + ], + "protocols": [ + "h1", + "h2" + ], + "payload_bytes": [ + 10240, + 1048576, + 4194304 + ], + "concurrency": [ + 10, + 100 + ], + "body_kinds": [ + "full", + "stream" + ], + "rounds": 3, + "warmup": 1, + "samples": 1, + "requests": 100, + "stream_chunk_bytes": 65536, + "server_workers": 4, + "seed": 160130, + "case_timeout": 45, + "tls_version": "1.3", + "tls_verification": false, + "response_consumption": "streamed chunks to EOF; adapter read sizes recorded per client", + "throughput_unit": "MB/s (decimal, response payload only)", + "timing": "upload and complete streamed response consumption; preparation excluded", + "concurrency_model": "evenly preallocated closed-loop workers", + "client_scope": { + "async": "one shared client per case", + "blocking": "one client per logical worker; persistent thread pool per case" + } + }, + "clients": { + "wreq": { + "package": "wreq", + "version": "0.12.3", + "runtime": { + "kind": "default" + }, + "native": [ + { + "module": "wreq.wreq", + "path": "/home/gngpp/.cache/wreq-python/bench-16/smoke-source-bad7928/python/wreq/wreq.abi3.so", + "sha256": "74ae0a2765414ec454d54449ef654fe02da9adcf7268295a978a9e54adeceaf8" + } + ], + "response_read": "Natural client chunks to EOF", + "pool": { + "kind": "library default" + }, + "api": "async", + "protocols": [ + "h1", + "h2" + ], + "body_kinds": [ + "full", + "stream" + ] + }, + "wreq_st": { + "package": "wreq", + "version": 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Collected 2026-10-03 14:15 UTC. + +**Local measurement: the source checkout had uncommitted changes.** + +### Measurement environment + +| Item | Value | +| --- | --- | +| Python | CPython 3.14.6 (main, Jul 23 2026, 14:45:24) [Clang 22.1.3 ] | +| OS | Linux-6.18.33.2-microsoft-standard-WSL2-x86_64-with-glibc2.39 | +| Architecture | x86_64 | +| CPU | AMD Ryzen 9 9950X 16-Core Processor; 32 logical CPUs | +| Python event loop | asyncio | +| Server | Controlled Rust TLS echo server; 4 workers | +| TLS | TLS 1.3; certificate verification disabled for the local test server | +| Repeats | Rounds: 3; timed batches/round: 1; requests/batch: 100; warm-up batches/round: 1 | +| Stream upload chunk | 64 KiB | + +### Client versions and runtimes + +| Client | API | Package | Version | Runtime | Protocols | Uploads | +| --- | --- | --- | --- | --- | --- | --- | +| wreq (default) | async | wreq | 0.12.3 | Library default | HTTP/1.1, HTTP/2 | Full, Stream | +| wreq (1 thread) | async | wreq | 0.12.3 | Custom: workers=1, work_steal=False | HTTP/1.1, HTTP/2 | Full, Stream | +| pyreqwest (ST) | async | pyreqwest | 0.14.0 | Single-thread runtime | HTTP/1.1, HTTP/2 | Full, Stream | +| pyreqwest (MT) | async | pyreqwest | 0.14.0 | Multi-thread runtime | HTTP/1.1, HTTP/2 | Full, Stream | +| ry (default) | async | ry | 0.0.101 | Library default | HTTP/1.1, HTTP/2 | Full, Stream | +| httpx | async | httpx | 0.28.1 | Library default | HTTP/1.1, HTTP/2 | Full, Stream | +| aiohttp | async | aiohttp | 3.14.3 | Library default | HTTP/1.1 | Full, Stream | +| niquests | async | niquests | 3.21.2 | Library default | HTTP/1.1, HTTP/2 | Full, Stream | +| curl_cffi | async | curl_cffi | 0.16.3 | Library default | HTTP/1.1, HTTP/2 | Full, Stream | +| wreq (blocking) | blocking | wreq | 0.12.3 | Thread pool; one client per logical worker | HTTP/1.1, HTTP/2 | Full, Stream | +| ry (blocking) | blocking | ry | 0.0.101 | Thread pool; one client per logical worker | HTTP/1.1, HTTP/2 | Full, Stream | +| requests | blocking | requests | 2.34.2 | Thread pool; one client per logical worker | HTTP/1.1 | Full, Stream | +| httpx (blocking) | blocking | httpx | 0.28.1 | Thread pool; one client per logical worker | HTTP/1.1, HTTP/2 | Full, Stream | +| niquests (blocking) | blocking | niquests | 3.21.2 | Thread pool; one client per logical worker | HTTP/1.1, HTTP/2 | Full, Stream | +| curl_cffi (blocking) | blocking | curl_cffi | 0.16.3 | Thread pool; one client per logical worker | HTTP/1.1, HTTP/2 | Full, Stream | +| PycURL | blocking | pycurl | 7.48.0 | Thread pool; one client per logical worker | HTTP/1.1, HTTP/2 | Full, Stream | + +
+Adapter settings + +| Client | Response consumption | Connection pool | +| --- | --- | --- | +| wreq (default) | Natural client chunks to EOF | {"kind": "library default"} | +| wreq (1 thread) | Natural client chunks to EOF | {"kind": "library default"} | +| pyreqwest (ST) | Natural client chunks to EOF | {"kind": "library default"} | +| pyreqwest (MT) | Natural client chunks to EOF | {"kind": "library default"} | +| ry (default) | Natural client chunks to EOF | {"kind": "library default"} | +| httpx | aiter_raw(): native transport chunks | {"connection_limit": null} | +| aiohttp | iter_any(): available response chunks | {"connection_limit": null} | +| niquests | iter_raw(65536): reads of at most 64 KiB | {"pool_maxsize": 100} | +| curl_cffi | aiter_content(): libcurl callback chunks | {"max_clients": 100} | +| wreq (blocking) | Natural client chunks to EOF | {"kind": "one client per logical worker"} | +| ry (blocking) | Natural client chunks to EOF | {"kind": "one client per logical worker"} | +| requests | Natural client chunks to EOF | {"kind": "one client per logical worker"} | +| httpx (blocking) | Natural client chunks to EOF | {"kind": "one client per logical worker"} | +| niquests (blocking) | Natural client chunks to EOF | {"kind": "one client per logical worker"} | +| curl_cffi (blocking) | Natural client chunks to EOF | {"kind": "one client per logical worker"} | +| PycURL | Natural client chunks to EOF | {"kind": "one client per logical worker"} | + +
+ +### Throughput comparison + +All cells are requests per second (RPS). Each value is total measured requests divided by total measured time across all rounds, not the fastest round. The JSON also includes individual timings, per-round results, response-payload MB/s, and native artifact SHA-256 hashes. + +### Asynchronous clients + +N/A means that this client API does not support that protocol or upload mode; it is not a failed or zero-throughput result. + +#### HTTP/1.1 �� Full upload + +Unit: **requests/s (RPS, requests per second)**. Higher is better. + +| Upload / echo payload | Concurrency | wreq (default) | wreq (1 thread) | pyreqwest (ST) | pyreqwest (MT) | ry (default) | httpx | aiohttp | niquests | curl_cffi | +| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | +| 10 KiB | 10 | 26,273.9 | 22,729.7 | 4,523.0 | 6,813.4 | 2,373.9 | 1,175.5 | 7,940.1 | 2,261.7 | 5,656.9 | +| 10 KiB | 100 | 58,163.0 | 29,609.4 | 3,823.4 | 7,740.2 | 2,933.4 | 839.4 | 8,499.8 | 2,375.9 | 4,564.3 | +| 1 MiB | 10 | 4,341.4 | 1,198.2 | 984.0 | 2,919.2 | 1,284.8 | 500.5 | 1,455.2 | 654.0 | 626.3 | +| 1 MiB | 100 | 3,537.6 | 1,192.1 | 887.6 | 2,417.4 | 1,348.0 | 226.5 | 1,399.9 | 727.2 | 578.2 | +| 4 MiB | 10 | 851.0 | 334.3 | 294.7 | 861.0 | 537.7 | 163.7 | 350.4 | 213.8 | 179.7 | +| 4 MiB | 100 | 818.3 | 298.4 | 286.8 | 767.0 | 512.1 | 71.6 | 286.7 | 200.1 | 156.4 | + +#### HTTP/1.1 �� Stream upload + +Unit: **requests/s (RPS, requests per second)**. Higher is better. + +| Upload / echo payload | Concurrency | wreq (default) | wreq (1 thread) | pyreqwest (ST) | pyreqwest (MT) | ry (default) | httpx | aiohttp | niquests | curl_cffi | +| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | +| 10 KiB | 10 | 14,670.0 | 11,466.6 | 2,410.2 | 2,811.8 | 1,430.8 | 1,252.0 | 7,148.3 | 2,147.4 | 3,636.7 | +| 10 KiB | 100 | 23,559.3 | 11,251.6 | 2,351.3 | 3,459.2 | 1,666.8 | 732.8 | 8,095.1 | 1,732.3 | 4,195.2 | +| 1 MiB | 10 | 3,470.8 | 664.4 | 387.9 | 455.4 | 324.8 | 346.4 | 980.8 | 542.5 | 423.9 | +| 1 MiB | 100 | 3,187.3 | 646.1 | 384.7 | 538.6 | 372.0 | 166.0 | 1,142.2 | 571.2 | 393.6 | +| 4 MiB | 10 | 878.0 | 167.2 | 107.3 | 122.1 | 93.0 | 108.0 | 339.5 | 179.5 | 117.2 | +| 4 MiB | 100 | 704.4 | 156.3 | 105.5 | 149.6 | 107.9 | 57.4 | 313.8 | 184.2 | 114.2 | + +#### HTTP/2 �� Full upload + +Unit: **requests/s (RPS, requests per second)**. Higher is better. + +| Upload / echo payload | Concurrency | wreq (default) | wreq (1 thread) | pyreqwest (ST) | pyreqwest (MT) | ry (default) | httpx | aiohttp | niquests | curl_cffi | +| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | +| 10 KiB | 10 | 10,757.6 | 16,800.2 | 4,220.8 | 5,992.5 | 2,389.7 | 1,544.4 | N/A | 1,971.6 | 6,047.2 | +| 10 KiB | 100 | 21,207.1 | 21,327.3 | 3,976.6 | 6,866.9 | 2,843.6 | 1,819.0 | N/A | 1,876.2 | 6,738.6 | +| 1 MiB | 10 | 585.8 | 789.9 | 235.2 | 314.9 | 129.2 | 94.8 | N/A | 183.1 | 508.7 | +| 1 MiB | 100 | 611.1 | 774.7 | 234.0 | 283.4 | 144.3 | 89.8 | N/A | 183.6 | 575.5 | +| 4 MiB | 10 | 156.8 | 196.4 | 59.8 | 80.0 | 32.8 | 17.6 | N/A | 50.5 | 144.5 | +| 4 MiB | 100 | 161.5 | 199.1 | 59.5 | 69.3 | 37.0 | 15.9 | N/A | 60.9 | 144.3 | + +#### HTTP/2 �� Stream upload + +Unit: **requests/s (RPS, requests per second)**. Higher is better. + +| Upload / echo payload | Concurrency | wreq (default) | wreq (1 thread) | pyreqwest (ST) | pyreqwest (MT) | ry (default) | httpx | aiohttp | niquests | curl_cffi | +| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | +| 10 KiB | 10 | 9,491.2 | 9,756.8 | 2,486.1 | 2,745.8 | 1,451.4 | 1,534.4 | N/A | 1,881.2 | 4,241.8 | +| 10 KiB | 100 | 15,030.6 | 13,012.5 | 2,272.5 | 3,009.4 | 1,647.5 | 1,837.4 | N/A | 1,983.8 | 5,296.2 | +| 1 MiB | 10 | 542.7 | 753.8 | 172.2 | 206.6 | 100.3 | 107.1 | N/A | 181.6 | 449.0 | +| 1 MiB | 100 | 542.2 | 756.5 | 160.2 | 210.2 | 117.2 | 101.6 | N/A | 184.9 | 454.7 | +| 4 MiB | 10 | 137.5 | 198.7 | 43.2 | 54.1 | 25.5 | 28.7 | N/A | 48.2 | 120.9 | +| 4 MiB | 100 | 129.3 | 166.9 | 42.2 | 55.2 | 30.9 | 27.6 | N/A | 52.0 | 117.5 | + +### Blocking clients + +N/A means that this client API does not support that protocol or upload mode; it is not a failed or zero-throughput result. + +#### HTTP/1.1 �� Full upload + +Unit: **requests/s (RPS, requests per second)**. Higher is better. + +| Upload / echo payload | Concurrency | wreq (blocking) | ry (blocking) | requests | httpx (blocking) | niquests (blocking) | curl_cffi (blocking) | PycURL | +| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | +| 10 KiB | 10 | 3,607.1 | 7,955.9 | 1,368.2 | 1,707.4 | 1,413.3 | 534.2 | 11,839.2 | +| 10 KiB | 100 | 2,791.9 | 4,774.8 | 1,161.2 | 1,460.7 | 1,271.0 | 515.0 | 6,597.3 | +| 1 MiB | 10 | 1,502.4 | 4,013.1 | 183.8 | 170.9 | 180.0 | 225.5 | 403.3 | +| 1 MiB | 100 | 1,279.6 | 2,663.7 | 179.6 | 166.4 | 176.5 | 223.6 | 388.8 | +| 4 MiB | 10 | 528.0 | 931.3 | 51.6 | 46.3 | 50.9 | 83.5 | 104.3 | +| 4 MiB | 100 | 459.1 | 806.1 | 52.4 | 46.0 | 51.0 | 81.0 | 111.0 | + +#### HTTP/1.1 �� Stream upload + +Unit: **requests/s (RPS, requests per second)**. Higher is better. + +| Upload / echo payload | Concurrency | wreq (blocking) | ry (blocking) | requests | httpx (blocking) | niquests (blocking) | curl_cffi (blocking) | PycURL | +| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | +| 10 KiB | 10 | 543.7 | 5,101.4 | 1,131.1 | 1,398.4 | 1,295.0 | 504.5 | 6,277.4 | +| 10 KiB | 100 | 509.2 | 3,747.3 | 1,058.9 | 1,274.4 | 1,128.4 | 478.5 | 4,570.2 | +| 1 MiB | 10 | 356.1 | 1,136.5 | 147.9 | 130.7 | 146.2 | 172.3 | 266.7 | +| 1 MiB | 100 | 334.9 | 1,018.1 | 146.0 | 128.6 | 142.1 | 168.1 | 261.9 | +| 4 MiB | 10 | 170.3 | 331.0 | 40.7 | 34.8 | 40.3 | 58.4 | 67.7 | +| 4 MiB | 100 | 164.2 | 322.3 | 41.8 | 35.0 | 41.2 | 55.9 | 68.3 | + +#### HTTP/2 �� Full upload + +Unit: **requests/s (RPS, requests per second)**. Higher is better. + +| Upload / echo payload | Concurrency | wreq (blocking) | ry (blocking) | requests | httpx (blocking) | niquests (blocking) | curl_cffi (blocking) | PycURL | +| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | +| 10 KiB | 10 | 3,643.9 | 8,048.4 | N/A | 1,434.6 | 1,182.7 | 540.0 | 11,598.7 | +| 10 KiB | 100 | 2,790.6 | 5,190.7 | N/A | 1,239.1 | 1,063.4 | 513.4 | 6,716.4 | +| 1 MiB | 10 | 1,723.9 | 415.0 | N/A | 47.1 | 67.4 | 145.1 | 211.7 | +| 1 MiB | 100 | 1,482.4 | 386.4 | N/A | 45.9 | 67.8 | 146.2 | 208.2 | +| 4 MiB | 10 | 633.7 | 101.6 | N/A | 9.9 | 17.6 | 46.0 | 51.5 | +| 4 MiB | 100 | 560.7 | 106.5 | N/A | 9.1 | 17.8 | 45.4 | 55.6 | + +#### HTTP/2 �� Stream upload + +Unit: **requests/s (RPS, requests per second)**. Higher is better. + +| Upload / echo payload | Concurrency | wreq (blocking) | ry (blocking) | requests | httpx (blocking) | niquests (blocking) | curl_cffi (blocking) | PycURL | +| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | +| 10 KiB | 10 | 550.2 | 4,881.0 | N/A | 1,433.2 | 1,194.0 | 503.9 | 6,390.0 | +| 10 KiB | 100 | 514.6 | 3,721.7 | N/A | 1,097.0 | 994.0 | 486.2 | 4,412.0 | +| 1 MiB | 10 | 362.5 | 325.5 | N/A | 50.1 | 67.7 | 131.5 | 179.3 | +| 1 MiB | 100 | 353.0 | 315.7 | N/A | 49.3 | 67.0 | 129.7 | 180.6 | +| 4 MiB | 10 | 182.2 | 82.0 | N/A | 12.6 | 17.4 | 40.2 | 45.0 | +| 4 MiB | 100 | 173.7 | 82.2 | N/A | 12.4 | 17.6 | 39.8 | 46.5 | diff --git a/bench/data/20261003T145433Z-bad7928dae4b-full-provenance.json b/bench/data/20261003T145433Z-bad7928dae4b-full-provenance.json new file mode 100644 index 00000000..a1fcb26a --- /dev/null +++ b/bench/data/20261003T145433Z-bad7928dae4b-full-provenance.json @@ -0,0 +1,413 @@ +{ + "provenance_version": 1, + 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4194304 B c= 50 round=1/3 404.1 req/s +h1 stream ry 1048576 B c= 50 round=1/3 382.9 req/s +h1 full pyreqwest_mt 10240 B c= 10 round=1/3 7222.1 req/s +h1 stream ry 4194304 B c=150 round=1/3 265.4 req/s +h1 stream pyreqwest_st 131072 B c=100 round=1/3 1316.1 req/s +h1 full httpx 1024 B c=100 round=1/3 797.5 req/s +h1 stream httpx 1048576 B c= 50 round=1/3 236.7 req/s +h1 stream requests 131072 B c=150 round=1/3 598.7 req/s +h1 full ry 2097152 B c= 10 round=1/3 894.0 req/s +h1 full pyreqwest_mt 65536 B c=100 round=1/3 7571.8 req/s +h1 full httpx_blocking 10240 B c= 50 round=1/3 1778.4 req/s +h1 full requests 10240 B c= 50 round=1/3 1416.5 req/s +h1 stream pyreqwest_st 65536 B c= 10 round=1/3 1430.5 req/s +h1 full pycurl 10240 B c= 50 round=1/3 11813.1 req/s +h1 stream aiohttp 1048576 B c=150 round=1/3 1130.6 req/s +h1 full pyreqwest_st 131072 B c=100 round=1/3 3208.7 req/s +h1 stream httpx_blocking 131072 B c=100 round=1/3 612.1 req/s +h1 stream wreq_st 65536 B c=100 round=1/3 5599.9 req/s +h1 stream httpx_blocking 4194304 B c= 50 round=1/3 45.2 req/s +h1 full niquests_blocking 131072 B c= 50 round=1/3 788.9 req/s +h1 stream requests 131072 B c=100 round=1/3 623.8 req/s +h1 full requests 2097152 B c= 10 round=1/3 103.2 req/s +h1 stream pyreqwest_mt 10240 B c=150 round=1/3 3499.1 req/s +h1 full wreq_blocking 4194304 B c= 10 round=1/3 564.3 req/s +h1 full curl_cffi_blocking 65536 B c=150 round=1/3 504.8 req/s +h1 stream wreq_st 2097152 B c= 10 round=1/3 403.4 req/s +h1 full aiohttp 65536 B c= 10 round=1/3 7598.7 req/s +h1 stream pyreqwest_st 10240 B c= 50 round=1/3 2617.0 req/s +h1 stream aiohttp 1024 B c= 10 round=1/3 7407.7 req/s +h1 full ry_blocking 4194304 B c=150 round=1/3 831.6 req/s +h1 full aiohttp 2097152 B c=100 round=1/3 738.3 req/s +h1 full wreq 1048576 B c=150 round=1/3 3662.8 req/s +h1 full niquests 1048576 B c= 50 round=1/3 695.7 req/s +h1 full wreq_st 1048576 B c=150 round=1/3 1035.2 req/s +h1 stream wreq 1048576 B c= 10 round=1/3 3966.9 req/s +h1 full niquests_blocking 2097152 B c= 10 round=1/3 100.4 req/s +h1 stream niquests_blocking 1024 B c= 10 round=1/3 1403.0 req/s +h1 stream pyreqwest_st 65536 B c=100 round=1/3 1394.8 req/s +h1 stream requests 10240 B c= 10 round=1/3 1341.1 req/s +h1 full httpx 1048576 B c= 10 round=1/3 529.7 req/s +h1 full ry 131072 B c= 10 round=1/3 2386.3 req/s +h1 stream pyreqwest_mt 2097152 B c= 50 round=1/3 497.3 req/s +h1 full niquests_blocking 131072 B c= 10 round=1/3 812.5 req/s +h1 full wreq_st 1024 B c=150 round=1/3 51926.9 req/s +h1 stream wreq 1024 B c=100 round=1/3 28599.7 req/s +h1 stream niquests_blocking 2097152 B c= 10 round=1/3 89.9 req/s +h1 full pyreqwest_st 1048576 B c= 50 round=1/3 1046.3 req/s +h1 full wreq 131072 B c= 50 round=1/3 33102.1 req/s +h1 stream ry 2097152 B c=100 round=1/3 336.5 req/s +h1 stream requests 10240 B c=150 round=1/3 1208.0 req/s +h1 full niquests 1048576 B c=100 round=1/3 722.6 req/s +h1 stream niquests 1048576 B c= 50 round=1/3 522.3 req/s +h1 full curl_cffi 65536 B c=100 round=1/3 4122.5 req/s +h1 stream niquests 131072 B c=150 round=1/3 1373.1 req/s +h1 stream pyreqwest_st 4194304 B c=100 round=1/3 182.9 req/s +h1 stream niquests 10240 B c=100 round=1/3 1766.6 req/s +h1 full httpx_blocking 65536 B c=150 round=1/3 1068.9 req/s +h1 stream curl_cffi 131072 B c= 50 round=1/3 2312.8 req/s +h1 stream curl_cffi_blocking 1024 B c=150 round=1/3 518.8 req/s +h1 stream pyreqwest_mt 1024 B c= 10 round=1/3 2953.0 req/s +h1 stream pycurl 65536 B c=150 round=1/3 2261.9 req/s +h1 stream wreq 131072 B c=150 round=1/3 17183.9 req/s +h1 stream wreq_blocking 131072 B c= 50 round=1/3 518.9 req/s +h1 stream pyreqwest_st 2097152 B c=150 round=1/3 284.7 req/s +h1 full curl_cffi_blocking 131072 B c= 10 round=1/3 471.1 req/s +h1 full requests 4194304 B c=150 round=1/3 54.4 req/s +h1 stream ry_blocking 1024 B c= 50 round=1/3 4971.8 req/s +h1 full ry_blocking 10240 B c=100 round=1/3 7491.7 req/s +h1 full httpx 2097152 B c=150 round=1/3 131.0 req/s +h1 stream pyreqwest_st 1024 B c= 10 round=1/3 2605.5 req/s +h1 stream aiohttp 1024 B c=150 round=1/3 8328.3 req/s +h1 full wreq 65536 B c=100 round=1/3 51631.8 req/s +h1 full curl_cffi_blocking 1024 B c=100 round=1/3 557.5 req/s +h1 stream ry 65536 B c=100 round=1/3 1055.7 req/s +h1 full httpx 1048576 B c= 50 round=1/3 272.4 req/s +h1 stream wreq_blocking 2097152 B c= 50 round=1/3 322.2 req/s +h1 stream niquests_blocking 65536 B c= 50 round=1/3 786.5 req/s +h1 stream wreq_blocking 10240 B c= 10 round=1/3 564.2 req/s +h1 stream curl_cffi_blocking 1048576 B c= 50 round=1/3 177.9 req/s +h1 full niquests_blocking 2097152 B c= 50 round=1/3 100.5 req/s +h1 stream wreq 131072 B c= 50 round=1/3 18572.9 req/s +h1 stream wreq_st 1048576 B c=150 round=1/3 580.7 req/s +h1 stream requests 1024 B c= 10 round=1/3 1300.3 req/s +h1 full httpx 1024 B c=150 round=1/3 796.1 req/s +h1 full pycurl 65536 B c= 10 round=1/3 4574.1 req/s +h1 full niquests 1048576 B c=150 round=1/3 722.6 req/s +h1 full pyreqwest_st 2097152 B c=150 round=1/3 556.0 req/s +h1 full requests 2097152 B c= 50 round=1/3 98.2 req/s +h1 stream aiohttp 4194304 B c= 10 round=1/3 383.3 req/s +h1 stream curl_cffi 1024 B c= 50 round=1/3 4240.9 req/s +h1 stream curl_cffi 4194304 B c= 50 round=1/3 130.5 req/s +h1 stream curl_cffi 10240 B c=150 round=1/3 3800.4 req/s +h1 full curl_cffi_blocking 131072 B c=100 round=1/3 460.5 req/s +h1 stream ry 4194304 B c=100 round=1/3 274.1 req/s +h1 stream ry_blocking 131072 B c= 10 round=1/3 3337.3 req/s +h1 stream httpx 4194304 B c= 10 round=1/3 155.0 req/s +h1 full pycurl 131072 B c=100 round=1/3 2583.3 req/s +h1 full curl_cffi_blocking 10240 B c= 50 round=1/3 553.9 req/s +h1 stream niquests_blocking 131072 B c= 10 round=1/3 662.2 req/s +h1 full ry_blocking 131072 B c= 10 round=1/3 9028.1 req/s +h1 stream wreq_st 10240 B c= 50 round=1/3 18421.6 req/s +h1 stream httpx 1024 B c= 10 round=1/3 1308.9 req/s +h1 stream niquests 1024 B c= 50 round=1/3 2111.7 req/s +h1 stream pycurl 2097152 B c=100 round=1/3 151.0 req/s +h1 full httpx 65536 B c=100 round=1/3 686.2 req/s +h1 stream wreq_st 131072 B c=150 round=1/3 3879.3 req/s +h1 full ry_blocking 1048576 B c= 10 round=1/3 4683.2 req/s +h1 full pyreqwest_st 4194304 B c= 50 round=1/3 327.9 req/s +h1 full pyreqwest_mt 1048576 B c= 50 round=1/3 3137.4 req/s +h1 full ry 2097152 B c= 50 round=1/3 1036.3 req/s +h1 full aiohttp 1048576 B c= 50 round=1/3 1425.6 req/s +h1 stream aiohttp 65536 B c=100 round=1/3 5155.9 req/s +h1 stream niquests 4194304 B c=100 round=1/3 208.0 req/s +h1 stream curl_cffi 1024 B c=150 round=1/3 4289.1 req/s +h1 stream aiohttp 1024 B c= 50 round=1/3 7832.2 req/s +h1 full requests 1024 B c=100 round=1/3 1366.4 req/s +h1 stream wreq 65536 B c=150 round=1/3 17921.3 req/s +h1 full pyreqwest_st 10240 B c=100 round=1/3 4269.4 req/s +h1 stream wreq_st 4194304 B c= 50 round=1/3 218.0 req/s +h1 stream aiohttp 131072 B c= 50 round=1/3 4532.2 req/s +h1 stream curl_cffi_blocking 1048576 B c= 10 round=1/3 179.4 req/s +h1 full aiohttp 10240 B c= 10 round=1/3 7715.7 req/s +h1 stream requests 1048576 B c=100 round=1/3 155.6 req/s +h1 stream wreq_st 2097152 B c=100 round=1/3 367.2 req/s +h1 stream niquests 10240 B c=150 round=1/3 2127.7 req/s +h1 stream ry 10240 B c=150 round=1/3 1685.5 req/s +h1 full pyreqwest_mt 65536 B c= 10 round=1/3 6785.8 req/s +h1 full pyreqwest_st 65536 B c=100 round=1/3 3641.7 req/s +h1 stream pyreqwest_mt 65536 B c=150 round=1/3 1885.0 req/s +h1 full httpx_blocking 10240 B c= 10 round=1/3 1842.0 req/s +h1 stream ry_blocking 65536 B c=100 round=1/3 3156.1 req/s +h1 stream pyreqwest_mt 131072 B c=150 round=1/3 1843.3 req/s +h1 stream requests 2097152 B c=150 round=1/3 92.5 req/s +h1 full pyreqwest_st 131072 B c=150 round=1/3 3112.7 req/s +h1 stream wreq_st 1024 B c=100 round=1/3 19919.1 req/s +h1 stream httpx_blocking 10240 B c= 50 round=1/3 1510.0 req/s +h1 stream wreq 65536 B c= 50 round=1/3 21489.8 req/s +h1 stream pyreqwest_mt 1024 B c= 50 round=1/3 3485.1 req/s +h1 full pyreqwest_st 2097152 B c=100 round=1/3 555.0 req/s +h1 full pyreqwest_mt 1048576 B c= 10 round=1/3 3308.1 req/s +h1 stream niquests 4194304 B c=150 round=1/3 194.9 req/s +h1 full wreq_st 2097152 B c= 10 round=1/3 580.6 req/s +h1 stream curl_cffi_blocking 1024 B c= 50 round=1/3 526.4 req/s +h1 full curl_cffi 1024 B c= 10 round=1/3 6143.8 req/s +h1 full pyreqwest_mt 1024 B c= 10 round=1/3 7362.8 req/s +h1 stream wreq_st 65536 B c= 10 round=1/3 7209.6 req/s +h1 full wreq_blocking 10240 B c=150 round=1/3 3265.5 req/s +h1 full pycurl 2097152 B c=150 round=1/3 213.2 req/s +h1 full curl_cffi_blocking 4194304 B c=100 round=1/3 82.8 req/s +h1 stream pycurl 1048576 B c= 10 round=1/3 277.2 req/s +h1 full wreq_st 65536 B c= 10 round=1/3 16309.7 req/s +h1 stream pyreqwest_mt 1048576 B c= 10 round=1/3 483.0 req/s +h1 stream ry_blocking 1048576 B c= 10 round=1/3 1185.1 req/s +h1 stream ry_blocking 2097152 B c= 50 round=1/3 982.1 req/s +h1 stream niquests 1024 B c= 10 round=1/3 2222.6 req/s +h1 stream curl_cffi_blocking 2097152 B c= 10 round=1/3 113.5 req/s +h1 stream pycurl 1024 B c= 10 round=1/3 6872.8 req/s +h1 stream pyreqwest_st 10240 B c=150 round=1/3 2434.4 req/s +h1 full niquests_blocking 2097152 B c=100 round=1/3 102.0 req/s +h1 full ry 2097152 B c=100 round=1/3 1003.8 req/s +h1 full pycurl 2097152 B c= 10 round=1/3 210.4 req/s +h1 stream curl_cffi 2097152 B c= 50 round=1/3 247.7 req/s +h1 stream requests 2097152 B c= 10 round=1/3 91.2 req/s +h1 full pyreqwest_mt 4194304 B c=150 round=1/3 860.4 req/s +h1 full httpx 4194304 B c=100 round=1/3 82.1 req/s +h1 stream ry_blocking 4194304 B c=150 round=1/3 684.3 req/s +h1 stream pyreqwest_st 10240 B c= 10 round=1/3 2618.2 req/s +h1 full requests 1048576 B c=150 round=1/3 178.8 req/s +h1 full pyreqwest_mt 10240 B c=100 round=1/3 7908.9 req/s +h1 stream wreq 1024 B c= 10 round=1/3 15008.0 req/s +h1 full ry_blocking 65536 B c= 10 round=1/3 8686.2 req/s +h1 full niquests_blocking 1024 B c=150 round=1/3 1346.9 req/s +h1 full ry 1048576 B c=100 round=1/3 1560.5 req/s +h1 stream wreq_st 1024 B c=150 round=1/3 15241.0 req/s +h1 stream niquests_blocking 4194304 B c= 10 round=1/3 49.5 req/s +h1 full httpx_blocking 65536 B c=100 round=1/3 1093.8 req/s +h1 stream niquests 131072 B c= 50 round=1/3 1369.5 req/s +h1 full httpx 10240 B c= 10 round=1/3 1555.9 req/s +h1 stream curl_cffi_blocking 4194304 B c= 50 round=1/3 63.8 req/s +h1 stream httpx_blocking 1048576 B c=150 round=1/3 137.3 req/s +h1 stream wreq_st 4194304 B c=150 round=1/3 195.5 req/s +h1 full pyreqwest_mt 1024 B c= 50 round=1/3 7570.5 req/s +h1 full wreq_st 1024 B c=100 round=1/3 46578.6 req/s +h1 stream niquests_blocking 2097152 B c=150 round=1/3 89.5 req/s +h1 full curl_cffi_blocking 1048576 B c=150 round=1/3 239.5 req/s +h1 stream ry 10240 B c=100 round=1/3 1665.1 req/s +h1 full wreq_blocking 1024 B c= 50 round=1/3 3619.8 req/s +h1 stream wreq_st 131072 B c= 10 round=1/3 4962.1 req/s +h1 stream ry_blocking 131072 B c=100 round=1/3 3038.9 req/s +h1 stream curl_cffi_blocking 65536 B c=150 round=1/3 452.2 req/s +h1 stream pyreqwest_st 4194304 B c= 50 round=1/3 183.3 req/s +h1 stream httpx_blocking 1024 B c=100 round=1/3 1254.2 req/s +h1 stream niquests 1048576 B c=150 round=1/3 535.5 req/s +h1 stream ry_blocking 4194304 B c=100 round=1/3 718.5 req/s +h1 full ry 1024 B c= 10 round=1/3 2395.1 req/s +h1 stream pycurl 2097152 B c= 50 round=1/3 148.1 req/s +h1 full requests 4194304 B c=100 round=1/3 54.0 req/s +h1 stream httpx_blocking 131072 B c= 50 round=1/3 587.4 req/s +h1 full wreq_st 10240 B c=150 round=1/3 41454.1 req/s +h1 full pyreqwest_mt 131072 B c= 50 round=1/3 7209.4 req/s +h1 stream curl_cffi_blocking 10240 B c= 50 round=1/3 522.5 req/s +h1 stream requests 4194304 B c= 10 round=1/3 49.9 req/s +h1 stream pycurl 1048576 B c=150 round=1/3 279.5 req/s +h1 full wreq_blocking 10240 B c= 50 round=1/3 3636.6 req/s +h1 full niquests 4194304 B c= 10 round=1/3 206.8 req/s +h1 full pyreqwest_st 1024 B c=100 round=1/3 4297.7 req/s +h1 full requests 10240 B c=100 round=1/3 1334.1 req/s +h1 stream ry_blocking 65536 B c=150 round=1/3 2971.4 req/s +h1 stream httpx_blocking 1048576 B c=100 round=1/3 130.1 req/s +h1 full wreq 2097152 B c= 50 round=1/3 1891.8 req/s +h1 full httpx_blocking 131072 B c=150 round=1/3 742.6 req/s +h1 stream httpx 1048576 B c= 10 round=1/3 351.4 req/s +h1 stream wreq_blocking 1024 B c= 10 round=1/3 557.0 req/s +h1 full pyreqwest_st 65536 B c= 10 round=1/3 3679.5 req/s +h1 stream ry 1048576 B c=100 round=1/3 368.7 req/s +h1 full wreq 2097152 B c=150 round=1/3 1751.4 req/s +h1 full pyreqwest_mt 65536 B c= 50 round=1/3 7585.9 req/s +h1 full pycurl 65536 B c= 50 round=1/3 4260.2 req/s +h1 stream wreq 10240 B c= 10 round=1/3 15536.9 req/s +h1 stream curl_cffi 65536 B c= 10 round=1/3 2501.0 req/s +h1 full niquests_blocking 65536 B c=100 round=1/3 948.7 req/s +h1 full niquests 1048576 B c= 10 round=1/3 662.7 req/s +h1 full httpx_blocking 65536 B c= 10 round=1/3 1034.2 req/s +h1 stream aiohttp 10240 B c= 10 round=1/3 6660.5 req/s +h1 full wreq_blocking 65536 B c=150 round=1/3 3019.4 req/s +h1 full httpx_blocking 131072 B c= 10 round=1/3 829.8 req/s +h1 stream wreq_st 65536 B c= 50 round=1/3 6530.9 req/s +h1 full wreq_st 4194304 B c= 50 round=1/3 313.8 req/s +h1 stream requests 10240 B c= 50 round=1/3 1241.8 req/s +h1 full curl_cffi_blocking 131072 B c=150 round=1/3 465.6 req/s +h1 full httpx 4194304 B c= 50 round=1/3 130.1 req/s +h1 stream curl_cffi_blocking 1048576 B c=150 round=1/3 182.6 req/s +h1 stream httpx_blocking 65536 B c= 50 round=1/3 763.6 req/s +h1 full pycurl 4194304 B c=100 round=1/3 112.6 req/s +h1 full wreq_blocking 1024 B c= 10 round=1/3 3504.7 req/s +h1 full pyreqwest_mt 4194304 B c=100 round=1/3 876.0 req/s +h1 stream httpx_blocking 4194304 B c=100 round=1/3 43.8 req/s +h1 full aiohttp 4194304 B c=150 round=1/3 350.2 req/s +h1 stream wreq_st 1048576 B c=100 round=1/3 599.2 req/s +h1 stream aiohttp 10240 B c=150 round=1/3 7432.5 req/s +h1 full curl_cffi_blocking 131072 B c= 50 round=1/3 469.3 req/s +h1 full httpx_blocking 10240 B c=150 round=1/3 1686.8 req/s +h1 full wreq_st 2097152 B c=100 round=1/3 571.4 req/s +h1 stream pyreqwest_st 4194304 B c=150 round=1/3 177.0 req/s +h1 stream curl_cffi 131072 B c=100 round=1/3 2084.3 req/s +h1 full niquests_blocking 4194304 B c=100 round=1/3 53.6 req/s +h1 stream pyreqwest_mt 4194304 B c= 10 round=1/3 378.8 req/s +h1 stream requests 4194304 B c=100 round=1/3 50.4 req/s +h1 stream httpx_blocking 65536 B c=100 round=1/3 709.8 req/s +h1 stream curl_cffi_blocking 131072 B c= 10 round=1/3 424.8 req/s +h1 full wreq_blocking 131072 B c=100 round=1/3 3124.7 req/s +h1 stream aiohttp 65536 B c= 50 round=1/3 5646.0 req/s +h1 full pycurl 4194304 B c=150 round=1/3 107.9 req/s +h1 stream requests 1024 B c= 50 round=1/3 1268.8 req/s +h1 stream wreq_blocking 4194304 B c= 10 round=1/3 256.5 req/s +h1 stream niquests_blocking 2097152 B c=100 round=1/3 88.2 req/s +h1 full curl_cffi 1024 B c=100 round=1/3 5221.0 req/s +h1 full niquests_blocking 65536 B c=150 round=1/3 946.5 req/s +h1 full pyreqwest_mt 1048576 B c=100 round=1/3 2977.0 req/s +h1 full httpx_blocking 1024 B c=150 round=1/3 1534.6 req/s +h1 stream wreq 1048576 B c=100 round=1/3 3336.2 req/s +h1 full aiohttp 2097152 B c=150 round=1/3 761.8 req/s +h1 stream wreq 131072 B c= 10 round=1/3 11804.6 req/s +h1 full aiohttp 1048576 B c= 10 round=1/3 1497.0 req/s +h1 full pycurl 1048576 B c= 50 round=1/3 403.3 req/s +h1 full ry_blocking 1048576 B c=150 round=1/3 3413.9 req/s +h1 stream niquests_blocking 10240 B c= 50 round=1/3 1303.8 req/s +h1 full requests 4194304 B c= 50 round=1/3 52.4 req/s +h1 stream httpx 2097152 B c=100 round=1/3 116.7 req/s +h1 full httpx 1024 B c= 50 round=1/3 823.3 req/s +h1 full ry_blocking 4194304 B c=100 round=1/3 883.2 req/s +h1 full niquests_blocking 1048576 B c=150 round=1/3 187.1 req/s +h1 stream curl_cffi_blocking 2097152 B c=150 round=1/3 117.9 req/s +h1 full httpx 65536 B c=150 round=1/3 669.1 req/s +h1 full ry_blocking 10240 B c=150 round=1/3 6774.6 req/s +h1 full curl_cffi 4194304 B c= 10 round=1/3 179.6 req/s +h1 stream httpx 1024 B c=150 round=1/3 707.3 req/s +h1 full pyreqwest_mt 1048576 B c=150 round=1/3 3072.0 req/s +h1 full wreq_blocking 1048576 B c= 50 round=1/3 1532.4 req/s +h1 stream pycurl 2097152 B c= 10 round=1/3 152.0 req/s +h1 full pyreqwest_mt 131072 B c= 10 round=1/3 6358.9 req/s +h1 full ry 65536 B c= 50 round=1/3 2692.0 req/s +h1 full wreq_blocking 1048576 B c=150 round=1/3 1401.4 req/s +h1 stream httpx_blocking 4194304 B c= 10 round=1/3 44.2 req/s +h1 full pyreqwest_st 4194304 B c= 10 round=1/3 324.6 req/s +h1 stream httpx_blocking 2097152 B c= 50 round=1/3 82.8 req/s +h1 stream niquests_blocking 131072 B c=100 round=1/3 626.9 req/s +h1 full curl_cffi 131072 B c=150 round=1/3 2869.0 req/s +h1 full aiohttp 10240 B c=150 round=1/3 8199.2 req/s +h1 full ry_blocking 131072 B c=150 round=1/3 6379.8 req/s +h1 full ry_blocking 65536 B c=100 round=1/3 7237.6 req/s +h1 stream pyreqwest_mt 65536 B c=100 round=1/3 1831.5 req/s +h1 stream niquests_blocking 4194304 B c=100 round=1/3 50.4 req/s +h1 full aiohttp 4194304 B c= 50 round=1/3 363.0 req/s +h1 stream niquests 65536 B c=100 round=1/3 1701.5 req/s +h1 full wreq_st 65536 B c=150 round=1/3 15309.3 req/s +h1 stream ry 4194304 B c= 10 round=1/3 240.3 req/s +h1 stream ry_blocking 4194304 B c= 10 round=1/3 928.1 req/s +h1 full ry 131072 B c=150 round=1/3 2533.8 req/s +h1 stream wreq_blocking 10240 B c=150 round=1/3 531.3 req/s +h1 stream curl_cffi_blocking 2097152 B c= 50 round=1/3 111.7 req/s +h1 stream wreq_blocking 10240 B c=100 round=1/3 547.2 req/s +h1 stream httpx 65536 B c= 10 round=1/3 1134.7 req/s +h1 stream pycurl 131072 B c=150 round=1/3 1682.7 req/s +h1 stream httpx 2097152 B c= 10 round=1/3 248.1 req/s +h1 stream curl_cffi_blocking 131072 B c=150 round=1/3 426.9 req/s +h1 stream requests 65536 B c=150 round=1/3 711.8 req/s +h1 full niquests 10240 B c= 50 round=1/3 2151.2 req/s +h1 full pycurl 1048576 B c=150 round=1/3 413.4 req/s +h1 stream pyreqwest_mt 1048576 B c= 50 round=1/3 562.0 req/s +h1 full curl_cffi 65536 B c= 50 round=1/3 4428.9 req/s +h1 full curl_cffi 1048576 B c=150 round=1/3 612.0 req/s +h1 stream pyreqwest_st 1048576 B c= 10 round=1/3 396.0 req/s +h1 full pyreqwest_mt 2097152 B c=150 round=1/3 1689.9 req/s +h1 stream pycurl 1024 B c=150 round=1/3 5735.4 req/s +h1 full httpx 4194304 B c= 10 round=1/3 165.5 req/s +h1 full niquests_blocking 4194304 B c=150 round=1/3 52.7 req/s +h1 full wreq_blocking 2097152 B c=150 round=1/3 843.9 req/s +h1 full pycurl 1024 B c=100 round=1/3 10195.8 req/s +h1 stream requests 65536 B c= 10 round=1/3 771.9 req/s +h1 full aiohttp 1048576 B c=150 round=1/3 1357.9 req/s +h1 stream niquests_blocking 65536 B c=150 round=1/3 703.3 req/s +h1 stream pyreqwest_mt 2097152 B c=100 round=1/3 504.5 req/s +h1 full niquests 1024 B c=100 round=1/3 2263.9 req/s +h1 stream pycurl 1048576 B c= 50 round=1/3 281.7 req/s +h1 full pycurl 10240 B c= 10 round=1/3 12997.3 req/s +h1 stream wreq_blocking 65536 B c= 10 round=1/3 525.3 req/s +h1 stream wreq_st 1048576 B c= 50 round=1/3 608.1 req/s +h1 stream niquests 2097152 B c= 10 round=1/3 368.2 req/s +h1 stream wreq 10240 B c=150 round=1/3 24815.7 req/s +h1 stream curl_cffi_blocking 1024 B c= 10 round=1/3 519.9 req/s +h1 full httpx 4194304 B c=150 round=1/3 76.4 req/s +h1 full wreq_st 1048576 B c= 10 round=1/3 1098.6 req/s +h1 full wreq_blocking 2097152 B c=100 round=1/3 867.2 req/s +h1 full curl_cffi 2097152 B c=150 round=1/3 312.9 req/s +h1 full niquests 131072 B c=100 round=1/3 1582.7 req/s +h1 full pyreqwest_mt 65536 B c=150 round=1/3 7178.1 req/s +h1 stream curl_cffi 10240 B c= 50 round=1/3 3667.6 req/s +h1 full ry_blocking 2097152 B c= 10 round=1/3 2067.9 req/s +h1 full ry 4194304 B c=150 round=1/3 563.8 req/s +h1 stream ry_blocking 4194304 B c= 50 round=1/3 706.3 req/s +h1 full niquests 131072 B c= 50 round=1/3 1654.7 req/s +h1 full curl_cffi 2097152 B c= 10 round=1/3 333.5 req/s +h1 full pyreqwest_st 131072 B c= 50 round=1/3 3089.3 req/s +h1 stream curl_cffi_blocking 4194304 B c=150 round=1/3 67.4 req/s +h1 full ry 65536 B c=150 round=1/3 2543.6 req/s +h1 stream niquests 65536 B c= 50 round=1/3 1699.5 req/s +h1 full wreq 10240 B c= 10 round=1/3 27195.8 req/s +h1 full curl_cffi_blocking 2097152 B c= 10 round=1/3 146.5 req/s +h1 stream pycurl 131072 B c=100 round=1/3 1719.1 req/s +h1 stream httpx 1048576 B c=150 round=1/3 141.1 req/s +h1 full curl_cffi_blocking 4194304 B c= 50 round=1/3 84.2 req/s +h1 stream httpx 65536 B c=100 round=1/3 453.0 req/s +h1 stream ry_blocking 10240 B c=150 round=1/3 4629.4 req/s +h1 full curl_cffi_blocking 10240 B c=150 round=1/3 552.9 req/s +h1 full pyreqwest_mt 131072 B c=100 round=1/3 7313.2 req/s +h1 full pyreqwest_st 1024 B c=150 round=1/3 4071.5 req/s +h1 stream pyreqwest_st 65536 B c= 50 round=1/3 1390.2 req/s +h1 full wreq_st 65536 B c= 50 round=1/3 19006.4 req/s +h1 stream pycurl 4194304 B c= 50 round=1/3 82.7 req/s +h1 stream ry 65536 B c=150 round=1/3 1052.2 req/s +h1 stream curl_cffi_blocking 10240 B c= 10 round=1/3 525.9 req/s +h1 stream wreq_blocking 2097152 B c=100 round=1/3 318.8 req/s +h1 stream aiohttp 65536 B c= 10 round=1/3 4994.1 req/s +h1 full httpx 2097152 B c= 50 round=1/3 202.0 req/s +h1 full aiohttp 131072 B c=100 round=1/3 5920.2 req/s +h1 stream ry_blocking 1048576 B c=100 round=1/3 1173.5 req/s +h1 stream curl_cffi 65536 B c=150 round=1/3 2537.6 req/s +h1 full wreq 4194304 B c=150 round=1/3 873.4 req/s +h1 stream niquests_blocking 65536 B c= 10 round=1/3 802.1 req/s +h1 full httpx 1048576 B c=150 round=1/3 204.0 req/s +h1 full pyreqwest_st 4194304 B c=150 round=1/3 303.0 req/s +h1 full pycurl 65536 B c=150 round=1/3 3893.4 req/s +h1 full niquests_blocking 1048576 B c= 50 round=1/3 187.0 req/s +h1 stream niquests 1048576 B c= 10 round=1/3 541.4 req/s +h1 stream wreq 2097152 B c=100 round=1/3 1845.5 req/s +h1 stream requests 2097152 B c= 50 round=1/3 91.9 req/s +h1 stream wreq_st 131072 B c=100 round=1/3 3888.5 req/s +h1 stream niquests 2097152 B c= 50 round=1/3 386.5 req/s +h1 full curl_cffi_blocking 1024 B c= 10 round=1/3 562.3 req/s +h1 full wreq 1024 B c= 50 round=1/3 71550.1 req/s +h1 stream ry 10240 B c= 10 round=1/3 1439.2 req/s +h1 stream niquests 1024 B c=150 round=1/3 2261.3 req/s +h1 full niquests 1024 B c=150 round=1/3 2284.5 req/s +h1 full aiohttp 131072 B c=150 round=1/3 6159.7 req/s +h1 full httpx_blocking 65536 B c= 50 round=1/3 1107.2 req/s +h1 full pyreqwest_mt 131072 B c=150 round=1/3 7190.5 req/s +h1 full httpx_blocking 4194304 B c= 50 round=1/3 49.3 req/s +h1 stream curl_cffi_blocking 65536 B c= 10 round=1/3 459.3 req/s +h1 stream pyreqwest_mt 10240 B c=100 round=1/3 3419.4 req/s +h1 full wreq_blocking 1048576 B c=100 round=1/3 1454.7 req/s +h1 full wreq_st 131072 B c= 10 round=1/3 9457.3 req/s +h1 stream pycurl 65536 B c=100 round=1/3 2343.2 req/s +h1 full wreq_st 131072 B c=150 round=1/3 6715.4 req/s +h1 full requests 2097152 B c=100 round=1/3 104.2 req/s +h1 full niquests_blocking 10240 B c= 50 round=1/3 1529.2 req/s +h1 full wreq_blocking 4194304 B c=150 round=1/3 492.5 req/s +h1 stream aiohttp 4194304 B c=100 round=1/3 392.1 req/s +h1 stream pyreqwest_mt 4194304 B c=100 round=1/3 425.1 req/s +h1 stream niquests 65536 B c=150 round=1/3 1724.7 req/s +h1 full wreq_blocking 131072 B c= 50 round=1/3 3289.2 req/s +h1 stream requests 4194304 B c=150 round=1/3 50.8 req/s +h1 full requests 131072 B c=100 round=1/3 753.5 req/s +h1 stream httpx_blocking 2097152 B c= 10 round=1/3 82.8 req/s +h1 stream niquests 4194304 B c= 50 round=1/3 198.4 req/s +h1 full aiohttp 131072 B c= 50 round=1/3 5869.8 req/s +h1 stream requests 1024 B c=150 round=1/3 1207.8 req/s +h1 full httpx 1024 B c= 10 round=1/3 1410.4 req/s +h1 full requests 131072 B c=150 round=1/3 746.8 req/s +h1 stream ry_blocking 2097152 B c= 10 round=1/3 1147.5 req/s +h1 full ry 1024 B c= 50 round=1/3 2776.9 req/s +h1 full curl_cffi 65536 B c=150 round=1/3 4070.7 req/s +h1 stream ry_blocking 1024 B c=150 round=1/3 4569.7 req/s +h1 stream pycurl 4194304 B c=100 round=1/3 81.8 req/s +h1 full pyreqwest_st 1048576 B c=150 round=1/3 949.6 req/s +h1 stream wreq_blocking 65536 B c=100 round=1/3 519.0 req/s +h1 full curl_cffi 131072 B c=100 round=1/3 3119.0 req/s +h1 stream wreq_blocking 2097152 B c= 10 round=1/3 319.7 req/s +h1 full ry 1048576 B c=150 round=1/3 1522.7 req/s +h1 stream ry 131072 B c=100 round=1/3 1010.3 req/s +h1 full httpx_blocking 1048576 B c= 10 round=1/3 177.3 req/s +h1 stream wreq_blocking 4194304 B c=100 round=1/3 250.9 req/s +h1 stream wreq_st 4194304 B c= 10 round=1/3 233.1 req/s +h1 full httpx_blocking 1024 B c= 50 round=1/3 1769.3 req/s +h1 stream wreq_blocking 131072 B c=150 round=1/3 513.1 req/s +h1 stream curl_cffi 1024 B c=100 round=1/3 4537.6 req/s +h1 stream httpx_blocking 65536 B c= 10 round=1/3 764.7 req/s +h1 stream pyreqwest_st 2097152 B c= 10 round=1/3 288.4 req/s +h1 full curl_cffi_blocking 65536 B c=100 round=1/3 513.0 req/s +h1 full ry_blocking 1024 B c= 50 round=1/3 7979.5 req/s +h1 stream pycurl 65536 B c= 10 round=1/3 2530.7 req/s +h1 full httpx 10240 B c= 50 round=1/3 859.5 req/s +h1 full wreq 4194304 B c=100 round=1/3 921.3 req/s +h1 full curl_cffi_blocking 1048576 B c= 10 round=1/3 230.7 req/s +h1 full ry_blocking 10240 B c= 10 round=1/3 8882.5 req/s +h1 full curl_cffi_blocking 1024 B c=150 round=1/3 550.0 req/s +h1 full curl_cffi 1024 B c=150 round=1/3 6202.5 req/s +h1 stream requests 10240 B c=100 round=1/3 1250.0 req/s +h1 full wreq 1048576 B c= 50 round=1/3 4147.7 req/s +h1 full pyreqwest_st 131072 B c= 10 round=1/3 3421.9 req/s +h1 stream requests 65536 B c=100 round=1/3 740.1 req/s +h1 stream aiohttp 2097152 B c=150 round=1/3 767.1 req/s +h1 full ry_blocking 1048576 B c=100 round=1/3 3532.1 req/s +h1 full pyreqwest_mt 1024 B c=150 round=1/3 7749.3 req/s +h1 full pycurl 1048576 B c=100 round=1/3 419.0 req/s +h1 full pycurl 131072 B c= 10 round=1/3 2728.4 req/s +h1 full wreq_blocking 131072 B c= 10 round=1/3 3377.3 req/s +h1 stream niquests_blocking 2097152 B c= 50 round=1/3 89.2 req/s +h1 full curl_cffi 1048576 B c= 10 round=1/3 657.2 req/s +h1 full httpx 2097152 B c=100 round=1/3 141.1 req/s +h1 full ry_blocking 4194304 B c= 50 round=1/3 941.6 req/s +h1 full wreq 1024 B c= 10 round=1/3 27781.8 req/s +h1 full wreq_st 4194304 B c= 10 round=1/3 347.0 req/s +h1 full ry 65536 B c=100 round=1/3 2642.2 req/s +h1 stream wreq_st 1024 B c= 10 round=1/3 13656.2 req/s +h1 full aiohttp 1024 B c=100 round=1/3 8854.7 req/s +h1 full aiohttp 131072 B c= 10 round=1/3 6055.8 req/s +h1 full httpx 10240 B c=150 round=1/3 766.4 req/s +h1 stream curl_cffi 65536 B c= 50 round=1/3 2709.7 req/s +h1 stream ry 2097152 B c=150 round=1/3 336.0 req/s +h1 full wreq_st 131072 B c= 50 round=1/3 8589.2 req/s +h1 full pycurl 4194304 B c= 10 round=1/3 108.7 req/s +h1 stream pyreqwest_mt 65536 B c= 10 round=1/3 1496.7 req/s +h1 full curl_cffi 10240 B c=100 round=1/3 5678.5 req/s +h1 stream pycurl 131072 B c= 50 round=1/3 1833.2 req/s +h1 full ry_blocking 4194304 B c= 10 round=1/3 1046.3 req/s +h1 stream ry 131072 B c= 10 round=1/3 858.1 req/s +h1 full httpx_blocking 10240 B c=100 round=1/3 1712.8 req/s +h1 stream curl_cffi 2097152 B c=150 round=1/3 216.2 req/s +h1 full curl_cffi 131072 B c= 10 round=1/3 2909.8 req/s +h1 full pyreqwest_mt 4194304 B c= 50 round=1/3 935.1 req/s +h1 full ry_blocking 1048576 B c= 50 round=1/3 3978.1 req/s +h1 stream wreq_blocking 1048576 B c= 50 round=1/3 366.3 req/s +h1 stream pyreqwest_st 2097152 B c= 50 round=1/3 289.0 req/s +h1 stream httpx_blocking 131072 B c= 10 round=1/3 632.7 req/s +h1 full ry 10240 B c= 10 round=1/3 2355.0 req/s +h1 full niquests 4194304 B c= 50 round=1/3 220.1 req/s +h1 stream pycurl 10240 B c=100 round=1/3 6068.5 req/s +h1 full niquests 10240 B c=100 round=1/3 2258.7 req/s +h1 full pyreqwest_st 65536 B c=150 round=1/3 3621.0 req/s +h1 full niquests 4194304 B c=100 round=1/3 224.9 req/s +h1 stream curl_cffi 131072 B c= 10 round=1/3 2052.1 req/s +h1 full httpx 65536 B c= 50 round=1/3 741.2 req/s +h1 full httpx 10240 B c=100 round=1/3 830.3 req/s +h1 stream ry_blocking 10240 B c=100 round=1/3 4746.7 req/s +h1 stream requests 1048576 B c= 50 round=1/3 155.1 req/s +h1 full aiohttp 2097152 B c= 50 round=1/3 778.6 req/s +h1 full pycurl 1048576 B c= 10 round=1/3 415.6 req/s +h1 full pyreqwest_mt 2097152 B c= 10 round=1/3 2016.0 req/s +h1 stream wreq_blocking 1024 B c= 50 round=1/3 558.7 req/s +h1 stream wreq_st 1024 B c= 50 round=1/3 24012.3 req/s +h1 full httpx_blocking 131072 B c=100 round=1/3 829.3 req/s +h1 full wreq 131072 B c=150 round=1/3 28387.5 req/s +h1 stream curl_cffi 1048576 B c= 50 round=1/3 437.4 req/s +h1 stream pyreqwest_st 1048576 B c= 50 round=1/3 376.4 req/s +h1 stream ry 2097152 B c= 50 round=1/3 333.2 req/s +h1 full wreq_blocking 65536 B c= 50 round=1/3 3245.2 req/s +h1 stream ry_blocking 1024 B c= 10 round=1/3 5270.1 req/s +h1 full httpx_blocking 1024 B c=100 round=1/3 1640.5 req/s +h1 stream curl_cffi 4194304 B c=100 round=1/3 127.1 req/s +h1 full curl_cffi 4194304 B c=100 round=1/3 175.8 req/s +h1 stream niquests_blocking 1048576 B c=100 round=1/3 149.3 req/s +h1 stream niquests 10240 B c= 10 round=1/3 2169.2 req/s +h1 full aiohttp 10240 B c=100 round=1/3 7896.2 req/s +h1 full aiohttp 65536 B c= 50 round=1/3 7997.4 req/s +h1 stream niquests_blocking 10240 B c= 10 round=1/3 1373.6 req/s +h1 full pyreqwest_st 2097152 B c= 50 round=1/3 561.5 req/s +h1 full wreq_blocking 65536 B c=100 round=1/3 3095.3 req/s +h1 full curl_cffi_blocking 10240 B c= 10 round=1/3 548.3 req/s +h1 full wreq 1048576 B c=100 round=1/3 3763.7 req/s +h1 stream pyreqwest_mt 10240 B c= 10 round=1/3 2907.2 req/s +h1 full aiohttp 1024 B c= 10 round=1/3 8153.2 req/s +h1 full aiohttp 2097152 B c= 10 round=1/3 686.2 req/s +h1 full wreq 2097152 B c= 10 round=1/3 2333.5 req/s +h1 full niquests 65536 B c= 50 round=1/3 1916.7 req/s +h1 stream requests 131072 B c= 50 round=1/3 609.1 req/s +h1 stream pyreqwest_mt 131072 B c= 50 round=1/3 1708.8 req/s +h1 full httpx_blocking 1048576 B c= 50 round=1/3 172.3 req/s +h1 stream curl_cffi_blocking 131072 B c= 50 round=1/3 412.3 req/s +h1 stream niquests_blocking 10240 B c=100 round=1/3 1269.4 req/s +h1 full wreq_st 4194304 B c=100 round=1/3 301.4 req/s +h1 stream httpx 4194304 B c=150 round=1/3 73.5 req/s +h1 full curl_cffi 1048576 B c= 50 round=1/3 685.0 req/s +h1 full pyreqwest_st 2097152 B c= 10 round=1/3 550.2 req/s +h1 full curl_cffi_blocking 1048576 B c=100 round=1/3 231.9 req/s +h1 full httpx_blocking 1024 B c= 10 round=1/3 1801.0 req/s +h1 full httpx_blocking 2097152 B c= 50 round=1/3 93.6 req/s +h1 stream httpx_blocking 4194304 B c=150 round=1/3 46.1 req/s +h1 full pyreqwest_st 1024 B c= 50 round=1/3 4348.4 req/s +h1 full ry 4194304 B c= 50 round=1/3 620.2 req/s +h1 full niquests_blocking 1048576 B c=100 round=1/3 187.4 req/s +h1 stream curl_cffi 1048576 B c=150 round=1/3 399.5 req/s +h1 full aiohttp 4194304 B c=100 round=1/3 352.8 req/s +h1 stream httpx 131072 B c= 50 round=1/3 450.5 req/s +h1 stream curl_cffi_blocking 65536 B c= 50 round=1/3 461.8 req/s +h1 stream pycurl 131072 B c= 10 round=1/3 1828.9 req/s +h1 full niquests_blocking 1024 B c= 10 round=1/3 1582.8 req/s +h1 full niquests 131072 B c= 10 round=1/3 1738.4 req/s +h1 full ry 10240 B c= 50 round=1/3 2791.6 req/s +h1 stream wreq 2097152 B c= 50 round=1/3 2030.9 req/s +h1 full wreq 2097152 B c=100 round=1/3 1815.3 req/s +h1 stream curl_cffi_blocking 1048576 B c=100 round=1/3 172.9 req/s +h1 full aiohttp 1048576 B c=100 round=1/3 1417.8 req/s +h1 stream pyreqwest_st 2097152 B c=100 round=1/3 279.3 req/s +h1 stream pyreqwest_mt 1048576 B c=100 round=1/3 556.1 req/s +h1 full niquests_blocking 1024 B c=100 round=1/3 1337.1 req/s +h1 full pycurl 1024 B c= 50 round=1/3 11169.7 req/s +h1 stream pycurl 1024 B c=100 round=1/3 5938.5 req/s +h1 stream httpx_blocking 10240 B c=100 round=1/3 1391.3 req/s +h1 stream ry 1024 B c= 50 round=1/3 1608.8 req/s +h1 stream aiohttp 65536 B c=150 round=1/3 5107.6 req/s +h1 stream httpx 10240 B c=100 round=1/3 633.1 req/s +h1 full httpx 131072 B c=100 round=1/3 570.6 req/s +h1 stream pyreqwest_st 131072 B c=150 round=1/3 1273.8 req/s +h1 stream curl_cffi 1024 B c= 10 round=1/3 3495.1 req/s +h1 full pycurl 10240 B c=150 round=1/3 8983.0 req/s +h1 stream wreq_blocking 1048576 B c= 10 round=1/3 364.0 req/s +h1 stream wreq_st 65536 B c=150 round=1/3 5621.3 req/s +h1 stream wreq_st 10240 B c= 10 round=1/3 13877.8 req/s +h1 stream niquests 2097152 B c=100 round=1/3 365.6 req/s +h1 full wreq_st 10240 B c=100 round=1/3 40528.7 req/s +h1 full aiohttp 65536 B c=100 round=1/3 6952.4 req/s +h1 full niquests_blocking 1048576 B c= 10 round=1/3 190.0 req/s +h1 full pycurl 10240 B c=100 round=1/3 10407.0 req/s +h1 full curl_cffi_blocking 2097152 B c=150 round=1/3 153.4 req/s +h1 stream wreq_blocking 4194304 B c=150 round=1/3 255.0 req/s +h1 stream pyreqwest_mt 131072 B c=100 round=1/3 1806.2 req/s +h1 stream wreq_st 2097152 B c= 50 round=1/3 384.1 req/s +h1 full pyreqwest_st 65536 B c= 50 round=1/3 3895.4 req/s +h1 full pyreqwest_st 10240 B c=150 round=1/3 4274.1 req/s +h1 full httpx 2097152 B c= 10 round=1/3 298.5 req/s +h1 full ry 10240 B c=150 round=1/3 2892.3 req/s +h1 stream pycurl 10240 B c=150 round=1/3 5649.8 req/s +h1 full niquests 2097152 B c= 50 round=1/3 417.7 req/s +h1 full curl_cffi 10240 B c=150 round=1/3 5658.0 req/s +h1 stream wreq 65536 B c= 10 round=1/3 12043.3 req/s +h1 full ry 2097152 B c=150 round=1/3 952.3 req/s +h1 stream httpx_blocking 1024 B c= 10 round=1/3 1531.4 req/s +h1 stream curl_cffi 65536 B c=100 round=1/3 2655.1 req/s +h1 full ry 4194304 B c= 10 round=1/3 540.6 req/s +h1 full wreq_st 10240 B c= 50 round=1/3 41105.8 req/s +h1 full wreq 131072 B c=100 round=1/3 30676.4 req/s +h1 stream aiohttp 1048576 B c= 10 round=1/3 989.2 req/s +h1 full wreq 10240 B c=100 round=1/3 64080.3 req/s +h1 stream requests 2097152 B c=100 round=1/3 92.3 req/s +h1 full httpx 65536 B c= 10 round=1/3 1384.9 req/s +h1 stream wreq 1048576 B c=150 round=1/3 3421.3 req/s +h1 stream curl_cffi_blocking 65536 B c=100 round=1/3 452.2 req/s +h1 full curl_cffi_blocking 10240 B c=100 round=1/3 552.6 req/s +h1 full niquests 10240 B c= 10 round=1/3 2317.4 req/s +h1 full pycurl 65536 B c=100 round=1/3 4075.0 req/s +h1 full niquests 65536 B c= 10 round=1/3 2124.4 req/s +h1 stream wreq_blocking 1024 B c=150 round=1/3 539.2 req/s +h1 full wreq_blocking 1024 B c=150 round=1/3 3145.7 req/s +h1 full aiohttp 1024 B c= 50 round=1/3 8559.8 req/s +h1 full httpx_blocking 2097152 B c= 10 round=1/3 91.9 req/s +h1 stream ry_blocking 1048576 B c=150 round=1/3 1096.4 req/s +h1 stream wreq_st 10240 B c=150 round=1/3 14566.6 req/s +h1 stream pyreqwest_st 4194304 B c= 10 round=1/3 181.6 req/s +h1 full ry 4194304 B c=100 round=1/3 571.6 req/s +h1 stream wreq_blocking 1048576 B c=150 round=1/3 353.2 req/s +h1 stream wreq_st 2097152 B c=150 round=1/3 344.1 req/s +h1 stream niquests_blocking 65536 B c=100 round=1/3 747.5 req/s +h1 full curl_cffi_blocking 65536 B c= 10 round=1/3 508.9 req/s +h1 full ry_blocking 1024 B c= 10 round=1/3 8802.2 req/s +h1 stream ry 131072 B c=150 round=1/3 1021.0 req/s +h1 stream wreq_blocking 1024 B c=100 round=1/3 544.6 req/s +h1 full ry_blocking 2097152 B c=150 round=1/3 1656.7 req/s +h1 full requests 1048576 B c= 50 round=1/3 183.1 req/s +h1 full requests 2097152 B c=150 round=1/3 100.1 req/s +h1 full ry_blocking 10240 B c= 50 round=1/3 7816.1 req/s +h1 full ry 65536 B c= 10 round=1/3 2430.4 req/s +h1 stream niquests_blocking 1024 B c= 50 round=1/3 1308.2 req/s +h1 stream wreq 65536 B c=100 round=1/3 20188.4 req/s +h1 stream pyreqwest_st 1048576 B c=150 round=1/3 375.8 req/s +h1 full httpx_blocking 4194304 B c=100 round=1/3 48.3 req/s +h1 stream wreq 2097152 B c=150 round=1/3 1700.3 req/s +h1 stream httpx_blocking 1048576 B c= 50 round=1/3 136.9 req/s +h1 full niquests_blocking 1024 B c= 50 round=1/3 1295.9 req/s +h1 stream aiohttp 4194304 B c= 50 round=1/3 398.7 req/s +h1 full wreq 1024 B c=100 round=1/3 77155.9 req/s +h1 stream wreq_blocking 131072 B c=100 round=1/3 510.0 req/s +h1 full pyreqwest_mt 10240 B c=150 round=1/3 7906.9 req/s +h1 full pyreqwest_st 10240 B c= 50 round=1/3 4342.0 req/s +h1 full requests 131072 B c= 10 round=1/3 798.5 req/s +h1 full requests 1048576 B c=100 round=1/3 181.9 req/s +h1 stream wreq 4194304 B c=150 round=1/3 813.3 req/s +h1 full curl_cffi_blocking 65536 B c= 50 round=1/3 502.9 req/s +h1 stream wreq_st 1048576 B c= 10 round=1/3 682.7 req/s +h1 stream aiohttp 1024 B c=100 round=1/3 7768.7 req/s +h1 full ry 1048576 B c= 50 round=1/3 1550.0 req/s +h1 full requests 10240 B c= 10 round=1/3 1406.6 req/s +h1 stream curl_cffi 2097152 B c= 10 round=1/3 256.5 req/s +h1 stream ry_blocking 10240 B c= 50 round=1/3 4927.5 req/s +h1 full pyreqwest_st 4194304 B c=100 round=1/3 306.2 req/s +h1 stream wreq_blocking 65536 B c= 50 round=1/3 509.6 req/s +h1 full pycurl 4194304 B c= 50 round=1/3 111.0 req/s +h1 stream httpx_blocking 2097152 B c=150 round=1/3 82.8 req/s +h1 full niquests_blocking 131072 B c=150 round=1/3 745.8 req/s +h1 full pyreqwest_st 10240 B c= 10 round=1/3 4307.9 req/s +h1 stream aiohttp 10240 B c= 50 round=1/3 7234.1 req/s +h1 stream curl_cffi_blocking 1024 B c=100 round=1/3 516.3 req/s +h1 full requests 1024 B c=150 round=1/3 1325.9 req/s +h1 full requests 4194304 B c= 10 round=1/3 52.3 req/s +h1 full pycurl 1024 B c=150 round=1/3 9303.1 req/s +h1 full httpx_blocking 4194304 B c= 10 round=1/3 47.4 req/s +h1 stream ry 1048576 B c= 10 round=1/3 327.6 req/s +h1 full wreq_blocking 131072 B c=150 round=1/3 2979.7 req/s +h1 stream httpx 10240 B c=150 round=1/3 698.1 req/s +h1 full wreq 4194304 B c= 50 round=1/3 959.8 req/s +h1 full ry 1048576 B c= 10 round=1/3 1426.5 req/s +h1 stream pycurl 4194304 B c= 10 round=1/3 79.2 req/s +h1 full wreq_blocking 65536 B c= 10 round=1/3 3394.3 req/s +h1 full niquests 2097152 B c=150 round=1/3 410.9 req/s +h1 full aiohttp 10240 B c= 50 round=1/3 8788.0 req/s +h1 stream wreq 10240 B c=100 round=1/3 29063.5 req/s +h1 full httpx_blocking 1048576 B c=150 round=1/3 178.5 req/s +h1 stream httpx 4194304 B c=100 round=1/3 82.6 req/s +h1 stream wreq 4194304 B c=100 round=1/3 887.1 req/s +h1 full pycurl 131072 B c= 50 round=1/3 2599.8 req/s +h1 full httpx 131072 B c= 10 round=1/3 1184.4 req/s +h1 full requests 65536 B c= 10 round=1/3 1004.5 req/s +h1 stream curl_cffi 1048576 B c=100 round=1/3 440.6 req/s +h1 stream curl_cffi_blocking 4194304 B c= 10 round=1/3 67.0 req/s +h1 stream httpx 65536 B c=150 round=1/3 446.6 req/s +h1 stream httpx 1024 B c= 50 round=1/3 726.9 req/s +h1 stream httpx 131072 B c=150 round=1/3 401.6 req/s +h1 stream niquests_blocking 4194304 B c=150 round=1/3 48.6 req/s +h1 stream ry_blocking 2097152 B c=100 round=1/3 949.5 req/s +h1 stream aiohttp 1048576 B c= 50 round=1/3 937.6 req/s +h1 full wreq_blocking 1024 B c=100 round=1/3 3357.6 req/s +h1 stream curl_cffi_blocking 131072 B c=100 round=1/3 424.3 req/s +h1 full curl_cffi 2097152 B c= 50 round=1/3 343.6 req/s +h1 stream wreq_blocking 4194304 B c= 50 round=1/3 250.2 req/s +h1 stream niquests_blocking 10240 B c=150 round=1/3 1183.3 req/s +h1 full httpx_blocking 4194304 B c=150 round=1/3 48.6 req/s +h1 full curl_cffi 10240 B c= 10 round=1/3 5489.2 req/s +h1 stream httpx_blocking 10240 B c=150 round=1/3 1369.8 req/s +h1 full requests 1024 B c= 50 round=1/3 1286.7 req/s +h1 stream ry_blocking 1048576 B c= 50 round=1/3 1150.1 req/s +h1 full pyreqwest_mt 10240 B c= 50 round=1/3 7453.4 req/s +h1 full ry_blocking 1024 B c=150 round=1/3 6647.8 req/s +h1 full pyreqwest_mt 2097152 B c=100 round=1/3 1639.8 req/s +h1 stream ry 65536 B c= 10 round=1/3 879.4 req/s +h1 full requests 65536 B c=100 round=1/3 900.2 req/s +h1 stream ry 4194304 B c= 50 round=1/3 275.4 req/s +h1 stream aiohttp 1048576 B c=100 round=1/3 1057.4 req/s +h1 full wreq 4194304 B c= 10 round=1/3 851.2 req/s +h1 stream httpx_blocking 2097152 B c=100 round=1/3 79.5 req/s +h1 stream niquests 10240 B c= 50 round=1/3 2140.8 req/s +h1 stream wreq 4194304 B c= 10 round=1/3 870.1 req/s +h1 full niquests_blocking 4194304 B c= 10 round=1/3 53.0 req/s +h1 stream aiohttp 10240 B c=100 round=1/3 7153.8 req/s +h1 full curl_cffi 65536 B c= 10 round=1/3 3894.4 req/s +h1 full niquests 65536 B c=150 round=1/3 2055.3 req/s +h1 stream pyreqwest_mt 131072 B c= 10 round=1/3 1499.0 req/s +h1 full httpx_blocking 2097152 B c=150 round=1/3 97.2 req/s +h1 stream ry 1024 B c=150 round=1/3 1671.9 req/s +h1 full requests 1048576 B c= 10 round=1/3 193.3 req/s +h1 stream wreq 1024 B c=150 round=1/3 24651.6 req/s +h1 stream requests 65536 B c= 50 round=1/3 773.4 req/s +h1 stream wreq_st 131072 B c= 50 round=1/3 4389.7 req/s +h1 stream niquests 4194304 B c= 10 round=1/3 206.9 req/s +h1 stream pyreqwest_st 1024 B c=150 round=1/3 2630.2 req/s +h1 stream aiohttp 2097152 B c=100 round=1/3 744.1 req/s +h1 full wreq 10240 B c=150 round=1/3 87530.9 req/s +h1 stream ry_blocking 131072 B c=150 round=1/3 2988.2 req/s +h1 stream pyreqwest_st 131072 B c= 10 round=1/3 1390.4 req/s +h1 full ry 10240 B c=100 round=1/3 2833.9 req/s +h1 full curl_cffi 4194304 B c=150 round=1/3 169.8 req/s +h1 stream wreq 1048576 B c= 50 round=1/3 4170.1 req/s +h1 full wreq_st 4194304 B c=150 round=1/3 293.2 req/s +h1 stream wreq 2097152 B c= 10 round=1/3 2455.0 req/s +h1 stream pyreqwest_st 131072 B c= 50 round=1/3 1331.4 req/s +h1 full niquests_blocking 131072 B c=100 round=1/3 760.9 req/s +h1 stream niquests 65536 B c= 10 round=1/3 1779.5 req/s +h1 full wreq_st 1024 B c= 50 round=1/3 48600.0 req/s +h1 full niquests 1024 B c= 10 round=1/3 2354.4 req/s +h1 full wreq_st 1048576 B c= 50 round=1/3 1136.8 req/s +h1 full ry_blocking 65536 B c=150 round=1/3 6698.4 req/s +h1 full curl_cffi_blocking 1048576 B c= 50 round=1/3 232.5 req/s +h1 full requests 131072 B c= 50 round=1/3 773.0 req/s +h1 stream httpx_blocking 1048576 B c= 10 round=1/3 137.4 req/s +h1 full niquests 131072 B c=150 round=1/3 1548.8 req/s +h1 stream wreq_blocking 131072 B c= 10 round=1/3 525.6 req/s +h1 stream niquests 1048576 B c=100 round=1/3 539.6 req/s +h1 stream requests 1048576 B c=150 round=1/3 154.1 req/s +h1 full httpx 131072 B c=150 round=1/3 574.3 req/s +h1 full httpx_blocking 131072 B c= 50 round=1/3 838.0 req/s +h1 stream ry 1048576 B c=150 round=1/3 378.2 req/s +h1 stream requests 1048576 B c= 10 round=1/3 155.2 req/s +h1 full wreq_blocking 4194304 B c= 50 round=1/3 529.9 req/s +h1 full wreq 1024 B c=150 round=1/3 66243.8 req/s +h1 stream niquests_blocking 1024 B c=150 round=1/3 1279.8 req/s +h1 full wreq_blocking 10240 B c=100 round=1/3 3447.6 req/s +h1 stream ry_blocking 131072 B c= 50 round=1/3 3168.7 req/s +h1 stream pyreqwest_mt 65536 B c= 50 round=1/3 1733.9 req/s +h1 full curl_cffi_blocking 4194304 B c= 10 round=1/3 84.7 req/s +h1 stream ry_blocking 65536 B c= 50 round=1/3 3337.3 req/s +h1 stream wreq_st 4194304 B c=100 round=1/3 210.3 req/s +h1 full pyreqwest_st 1024 B c= 10 round=1/3 4483.8 req/s +h1 stream ry_blocking 65536 B c= 10 round=1/3 3403.4 req/s +h1 full curl_cffi_blocking 1024 B c= 50 round=1/3 540.5 req/s +h1 full pycurl 2097152 B c= 50 round=1/3 198.3 req/s +h1 stream aiohttp 2097152 B c= 10 round=1/3 649.4 req/s +h1 stream pycurl 10240 B c= 50 round=1/3 6013.8 req/s +h1 stream requests 1024 B c=100 round=1/3 1206.6 req/s +h1 stream pycurl 1048576 B c=100 round=1/3 278.3 req/s +h1 stream requests 4194304 B c= 50 round=1/3 48.6 req/s +h1 stream pyreqwest_mt 2097152 B c=150 round=1/3 507.6 req/s +h1 full wreq 131072 B c= 10 round=1/3 18834.2 req/s +h1 stream wreq 4194304 B c= 50 round=1/3 939.5 req/s +h1 stream curl_cffi 10240 B c= 10 round=1/3 3471.3 req/s +h1 full wreq_blocking 1048576 B c= 10 round=1/3 1555.5 req/s +h1 full pyreqwest_st 1048576 B c= 10 round=1/3 954.6 req/s +h1 full aiohttp 4194304 B c= 10 round=1/3 372.7 req/s +h1 stream httpx 65536 B c= 50 round=1/3 546.9 req/s +h1 stream niquests_blocking 1048576 B c= 50 round=1/3 147.7 req/s +h1 full httpx_blocking 1048576 B c=100 round=1/3 176.9 req/s +h1 stream wreq_blocking 1048576 B c=100 round=1/3 358.9 req/s +h1 stream aiohttp 131072 B c= 10 round=1/3 4763.4 req/s +h1 stream aiohttp 131072 B c=100 round=1/3 4285.4 req/s +h1 full ry 131072 B c=100 round=1/3 2643.9 req/s +h1 full ry_blocking 65536 B c= 50 round=1/3 7202.8 req/s +h1 stream httpx 2097152 B c= 50 round=1/3 184.5 req/s +h1 stream curl_cffi 4194304 B c=150 round=1/3 126.4 req/s +h1 stream requests 131072 B c= 10 round=1/3 625.6 req/s +h1 full ry_blocking 1024 B c=100 round=1/3 7095.3 req/s +h1 full wreq 65536 B c= 10 round=1/3 25626.8 req/s +h1 full httpx 131072 B c= 50 round=1/3 595.6 req/s +h1 stream pycurl 1024 B c= 50 round=1/3 6176.8 req/s +h1 full httpx 1048576 B c=100 round=1/3 206.0 req/s +h1 full aiohttp 1024 B c=150 round=1/3 8781.4 req/s +h1 stream pyreqwest_mt 1024 B c=100 round=1/3 3437.7 req/s +h1 full niquests 65536 B c=100 round=1/3 1912.2 req/s +h1 stream curl_cffi 10240 B c=100 round=1/3 4218.4 req/s +h1 stream curl_cffi_blocking 4194304 B c=100 round=1/3 63.9 req/s +h1 stream ry_blocking 1024 B c=100 round=1/3 4789.7 req/s +h1 full wreq 10240 B c= 50 round=1/3 53910.9 req/s +h1 stream wreq 131072 B c=100 round=1/3 17343.2 req/s +h1 full pycurl 2097152 B c=100 round=1/3 204.6 req/s +h1 stream httpx 2097152 B c=150 round=1/3 99.7 req/s +h1 stream ry 2097152 B c= 10 round=1/3 288.1 req/s +h1 stream ry 65536 B c= 50 round=1/3 990.1 req/s +h1 stream pycurl 4194304 B c=150 round=1/3 81.3 req/s +h1 stream niquests_blocking 131072 B c=150 round=1/3 595.0 req/s +h1 stream wreq 1024 B c= 50 round=1/3 25317.5 req/s +h1 stream ry 10240 B c= 50 round=1/3 1668.8 req/s +h1 stream ry_blocking 2097152 B c=150 round=1/3 927.9 req/s +h1 full wreq_st 2097152 B c= 50 round=1/3 570.2 req/s +h1 stream pyreqwest_st 1024 B c= 50 round=1/3 2421.3 req/s +h1 full ry_blocking 131072 B c=100 round=1/3 6999.7 req/s +h1 full pyreqwest_mt 4194304 B c= 10 round=1/3 916.7 req/s +h1 full httpx_blocking 2097152 B c=100 round=1/3 89.9 req/s +h1 stream wreq_blocking 65536 B c=150 round=1/3 499.1 req/s +h1 full wreq_blocking 2097152 B c= 50 round=1/3 946.2 req/s +h1 stream ry_blocking 10240 B c= 10 round=1/3 5354.2 req/s +h1 stream pyreqwest_st 10240 B c=100 round=1/3 2523.4 req/s +h1 full niquests 2097152 B c=100 round=1/3 423.8 req/s +h1 full niquests_blocking 10240 B c=150 round=1/3 1404.3 req/s +h1 full wreq 1048576 B c= 10 round=1/3 5329.7 req/s +h1 full requests 1024 B c= 10 round=1/3 1439.1 req/s +h1 stream pyreqwest_mt 1048576 B c=150 round=1/3 585.3 req/s +h1 full wreq 65536 B c= 50 round=1/3 55912.7 req/s +h1 stream httpx_blocking 65536 B c=150 round=1/3 726.7 req/s +h1 stream aiohttp 2097152 B c= 50 round=1/3 703.4 req/s +h1 full requests 65536 B c= 50 round=1/3 947.2 req/s +h1 full wreq_st 2097152 B c=150 round=1/3 538.4 req/s +h1 full niquests_blocking 2097152 B c=150 round=1/3 100.2 req/s +h1 stream httpx_blocking 1024 B c=150 round=1/3 1418.4 req/s +h1 full curl_cffi_blocking 2097152 B c=100 round=1/3 143.7 req/s +h1 stream curl_cffi 2097152 B c=100 round=1/3 224.9 req/s +h1 full wreq_blocking 2097152 B c= 10 round=1/3 953.1 req/s +h1 stream httpx_blocking 10240 B c= 10 round=1/3 1483.0 req/s +h1 stream curl_cffi_blocking 10240 B c=150 round=1/3 509.6 req/s +h1 full wreq 65536 B c=150 round=1/3 39336.3 req/s +h1 stream aiohttp 131072 B c=150 round=1/3 4248.0 req/s +h1 full curl_cffi_blocking 2097152 B c= 50 round=1/3 147.1 req/s +h1 stream pyreqwest_st 65536 B c=150 round=1/3 1355.0 req/s +h1 full niquests 2097152 B c= 10 round=1/3 386.0 req/s +h1 full pyreqwest_mt 1024 B c=100 round=1/3 7715.8 req/s +h1 full curl_cffi 2097152 B c=100 round=1/3 315.2 req/s +h1 stream pyreqwest_mt 1024 B c=150 round=1/3 3495.7 req/s +h1 full niquests_blocking 10240 B c= 10 round=1/3 1453.7 req/s +h1 full wreq_blocking 4194304 B c=100 round=1/3 476.6 req/s +h1 stream ry 1024 B c=100 round=1/3 1599.2 req/s +h1 full niquests 4194304 B c=150 round=1/3 222.6 req/s +h1 full pycurl 1024 B c= 10 round=1/3 13329.3 req/s +h1 full wreq_st 131072 B c=100 round=1/3 8197.7 req/s +h1 stream pyreqwest_mt 10240 B c= 50 round=1/3 3229.4 req/s +h1 full niquests_blocking 10240 B c=100 round=1/3 1444.8 req/s +h1 stream pyreqwest_mt 2097152 B c= 10 round=1/3 445.2 req/s +h1 full ry 1024 B c=100 round=1/3 2876.5 req/s +h1 stream pycurl 10240 B c= 10 round=1/3 6778.4 req/s +h1 stream httpx_blocking 131072 B c=150 round=1/3 593.4 req/s +h1 stream curl_cffi_blocking 10240 B c=100 round=1/3 512.6 req/s +h1 stream wreq 10240 B c= 50 round=1/3 29591.5 req/s +h1 full ry_blocking 131072 B c= 50 round=1/3 7089.5 req/s +h1 full niquests_blocking 4194304 B c= 50 round=1/3 50.4 req/s +h1 full ry_blocking 2097152 B c=100 round=1/3 1779.1 req/s +h1 stream pyreqwest_mt 4194304 B c=150 round=1/3 388.7 req/s +h1 stream httpx 1024 B c=100 round=1/3 639.1 req/s +h1 stream ry 131072 B c= 50 round=1/3 1025.7 req/s +h1 stream pyreqwest_st 1048576 B c=100 round=1/3 379.0 req/s +h1 stream curl_cffi 4194304 B c= 10 round=1/3 132.2 req/s +h1 stream pyreqwest_st 1024 B c=100 round=1/3 2528.0 req/s +h1 stream wreq_st 10240 B c=100 round=2/3 19917.9 req/s +h1 full httpx_blocking 10240 B c= 50 round=2/3 1715.9 req/s +h1 stream niquests_blocking 10240 B c= 50 round=2/3 1328.7 req/s +h1 stream ry_blocking 10240 B c=150 round=2/3 4548.5 req/s +h1 stream pyreqwest_mt 1048576 B c= 50 round=2/3 552.0 req/s +h1 full curl_cffi 4194304 B c= 50 round=2/3 169.1 req/s +h1 stream httpx_blocking 10240 B c=150 round=2/3 1379.4 req/s +h1 stream httpx_blocking 2097152 B c=100 round=2/3 79.7 req/s +h1 stream pycurl 131072 B c= 10 round=2/3 1811.9 req/s +h1 full curl_cffi_blocking 4194304 B c=150 round=2/3 87.6 req/s +h1 full ry_blocking 1048576 B c= 50 round=2/3 3739.5 req/s +h1 stream pyreqwest_st 65536 B c=150 round=2/3 1343.7 req/s +h1 full curl_cffi 4194304 B c=150 round=2/3 168.6 req/s +h1 full curl_cffi 4194304 B c=100 round=2/3 178.2 req/s +h1 full httpx_blocking 4194304 B c= 50 round=2/3 48.5 req/s +h1 full niquests_blocking 4194304 B c= 10 round=2/3 52.9 req/s +h1 full httpx_blocking 2097152 B c= 50 round=2/3 95.6 req/s +h1 stream ry 65536 B c=100 round=2/3 1045.6 req/s +h1 full pycurl 4194304 B c= 10 round=2/3 109.3 req/s +h1 full wreq_blocking 65536 B c= 50 round=2/3 3342.2 req/s +h1 stream httpx 2097152 B c=100 round=2/3 120.7 req/s +h1 stream httpx 1024 B c= 50 round=2/3 748.2 req/s +h1 full wreq_st 2097152 B c= 50 round=2/3 621.2 req/s +h1 stream pyreqwest_st 4194304 B c= 50 round=2/3 186.7 req/s +h1 stream pyreqwest_st 1024 B c=100 round=2/3 2392.2 req/s +h1 full httpx_blocking 4194304 B c= 10 round=2/3 48.3 req/s +h1 stream wreq_st 131072 B c=150 round=2/3 3716.8 req/s +h1 stream niquests 1048576 B c=150 round=2/3 504.7 req/s +h1 stream httpx 2097152 B c= 10 round=2/3 247.1 req/s +h1 stream httpx_blocking 131072 B c=100 round=2/3 590.6 req/s +h1 full httpx 2097152 B c= 10 round=2/3 304.1 req/s +h1 full aiohttp 131072 B c= 50 round=2/3 5995.5 req/s +h1 full requests 131072 B c= 50 round=2/3 762.0 req/s +h1 full httpx 131072 B c=100 round=2/3 603.1 req/s +h1 stream niquests_blocking 10240 B c=100 round=2/3 1300.4 req/s +h1 stream aiohttp 131072 B c= 50 round=2/3 4651.3 req/s +h1 stream httpx 1048576 B c= 50 round=2/3 235.0 req/s +h1 stream httpx_blocking 1024 B c= 10 round=2/3 1445.7 req/s +h1 stream curl_cffi_blocking 4194304 B c=150 round=2/3 66.7 req/s +h1 stream pyreqwest_st 10240 B c= 50 round=2/3 2379.4 req/s +h1 stream niquests 2097152 B c= 50 round=2/3 372.1 req/s +h1 stream aiohttp 1048576 B c=100 round=2/3 1055.4 req/s +h1 stream pyreqwest_mt 4194304 B c=150 round=2/3 399.9 req/s +h1 stream niquests_blocking 10240 B c=150 round=2/3 1128.0 req/s +h1 full niquests 10240 B c= 50 round=2/3 2202.3 req/s +h1 full pyreqwest_st 1048576 B c=100 round=2/3 913.4 req/s +h1 full aiohttp 65536 B c=100 round=2/3 6941.2 req/s +h1 stream wreq_blocking 1048576 B c= 50 round=2/3 352.8 req/s +h1 full niquests_blocking 131072 B c=100 round=2/3 760.7 req/s +h1 stream curl_cffi 1048576 B c= 10 round=2/3 433.0 req/s +h1 stream requests 4194304 B c= 50 round=2/3 47.6 req/s +h1 stream ry 131072 B c=100 round=2/3 969.6 req/s +h1 full niquests 1048576 B c=100 round=2/3 668.5 req/s +h1 full wreq 2097152 B c= 10 round=2/3 2264.6 req/s +h1 stream niquests_blocking 65536 B c=100 round=2/3 723.6 req/s +h1 stream wreq_blocking 2097152 B c= 10 round=2/3 311.0 req/s +h1 full httpx_blocking 131072 B c= 50 round=2/3 826.0 req/s +h1 full wreq 2097152 B c=150 round=2/3 1587.8 req/s +h1 full wreq_st 1048576 B c=100 round=2/3 1006.6 req/s +h1 stream ry 10240 B c= 10 round=2/3 1372.4 req/s +h1 full wreq_blocking 1048576 B c= 10 round=2/3 1492.5 req/s +h1 full curl_cffi_blocking 1048576 B c=100 round=2/3 224.7 req/s +h1 stream pycurl 131072 B c=100 round=2/3 1740.7 req/s +h1 stream httpx 10240 B c=100 round=2/3 674.0 req/s +h1 stream requests 4194304 B c=100 round=2/3 50.7 req/s +h1 stream wreq 65536 B c= 50 round=2/3 18234.5 req/s +h1 stream pycurl 1048576 B c= 50 round=2/3 273.6 req/s +h1 full wreq_blocking 1024 B c= 10 round=2/3 3689.1 req/s +h1 stream wreq_st 65536 B c= 50 round=2/3 6769.9 req/s +h1 full pyreqwest_mt 10240 B c=150 round=2/3 7615.5 req/s +h1 stream ry 10240 B c=100 round=2/3 1662.4 req/s +h1 full aiohttp 131072 B c=100 round=2/3 6069.1 req/s +h1 stream aiohttp 65536 B c=150 round=2/3 4802.5 req/s +h1 full niquests 2097152 B c=100 round=2/3 386.3 req/s +h1 full requests 2097152 B c=100 round=2/3 101.4 req/s +h1 full httpx 1024 B c=100 round=2/3 789.4 req/s +h1 stream httpx 1048576 B c=150 round=2/3 141.6 req/s +h1 stream curl_cffi_blocking 131072 B c=100 round=2/3 422.6 req/s +h1 stream pycurl 10240 B c=150 round=2/3 5580.5 req/s +h1 full ry_blocking 2097152 B c=100 round=2/3 1751.9 req/s +h1 stream wreq 10240 B c=100 round=2/3 23039.4 req/s +h1 full httpx_blocking 1048576 B c=100 round=2/3 172.8 req/s +h1 stream pyreqwest_st 1024 B c=150 round=2/3 2422.9 req/s +h1 stream wreq 10240 B c= 50 round=2/3 23702.0 req/s +h1 full pyreqwest_mt 131072 B c=100 round=2/3 7545.1 req/s +h1 full ry 1024 B c= 50 round=2/3 2834.7 req/s +h1 full pyreqwest_mt 65536 B c=150 round=2/3 7713.1 req/s +h1 full httpx 1048576 B c=150 round=2/3 200.5 req/s +h1 stream wreq 65536 B c=100 round=2/3 16524.2 req/s +h1 stream wreq_st 1024 B c=100 round=2/3 20085.8 req/s +h1 full ry 1048576 B c= 50 round=2/3 1575.1 req/s +h1 stream pyreqwest_mt 65536 B c=150 round=2/3 1835.3 req/s +h1 stream aiohttp 65536 B c= 50 round=2/3 5386.1 req/s +h1 full pycurl 2097152 B c= 50 round=2/3 217.9 req/s +h1 stream curl_cffi_blocking 1048576 B c=100 round=2/3 175.4 req/s +h1 stream ry_blocking 4194304 B c=150 round=2/3 698.2 req/s +h1 stream ry 1024 B c= 50 round=2/3 1635.8 req/s +h1 stream pyreqwest_mt 1048576 B c=100 round=2/3 582.1 req/s +h1 stream pyreqwest_mt 2097152 B c=150 round=2/3 512.6 req/s +h1 stream curl_cffi 1024 B c=100 round=2/3 4352.5 req/s +h1 full pyreqwest_mt 65536 B c= 50 round=2/3 7446.9 req/s +h1 full ry_blocking 1024 B c=150 round=2/3 6732.7 req/s +h1 full ry_blocking 1048576 B c= 10 round=2/3 4851.4 req/s +h1 full pyreqwest_mt 1048576 B c= 50 round=2/3 3386.1 req/s +h1 full aiohttp 4194304 B c= 50 round=2/3 343.7 req/s +h1 stream pycurl 1048576 B c= 10 round=2/3 276.3 req/s +h1 full wreq_st 131072 B c= 50 round=2/3 7675.2 req/s +h1 full wreq_st 10240 B c= 50 round=2/3 44152.8 req/s +h1 stream niquests 1048576 B c= 10 round=2/3 531.5 req/s +h1 stream ry 65536 B c= 10 round=2/3 887.8 req/s +h1 stream pyreqwest_st 65536 B c= 50 round=2/3 1373.5 req/s +h1 full ry_blocking 10240 B c=150 round=2/3 6828.2 req/s +h1 full requests 65536 B c=100 round=2/3 943.8 req/s +h1 full ry_blocking 131072 B c=100 round=2/3 7022.5 req/s +h1 full requests 4194304 B c=150 round=2/3 54.2 req/s +h1 stream wreq 2097152 B c= 50 round=2/3 2013.0 req/s +h1 full niquests_blocking 1024 B c=100 round=2/3 1439.2 req/s +h1 stream ry 131072 B c= 50 round=2/3 1027.9 req/s +h1 stream niquests 131072 B c=100 round=2/3 1409.3 req/s +h1 full niquests 65536 B c= 50 round=2/3 2054.7 req/s +h1 stream requests 65536 B c=150 round=2/3 736.8 req/s +h1 stream niquests 10240 B c= 10 round=2/3 2099.5 req/s +h1 stream pyreqwest_st 1048576 B c=150 round=2/3 390.1 req/s +h1 stream pyreqwest_mt 2097152 B c=100 round=2/3 509.9 req/s +h1 full aiohttp 1048576 B c=100 round=2/3 1420.5 req/s +h1 full curl_cffi 131072 B c=100 round=2/3 2961.2 req/s +h1 full pycurl 65536 B c= 10 round=2/3 4545.2 req/s +h1 full pycurl 131072 B c= 10 round=2/3 2766.4 req/s +h1 stream wreq 1048576 B c= 50 round=2/3 4178.7 req/s +h1 stream ry_blocking 131072 B c= 10 round=2/3 3397.2 req/s +h1 full aiohttp 65536 B c=150 round=2/3 6765.7 req/s +h1 stream httpx_blocking 131072 B c=150 round=2/3 594.7 req/s +h1 stream httpx_blocking 1048576 B c=100 round=2/3 136.3 req/s +h1 full curl_cffi 2097152 B c= 10 round=2/3 351.0 req/s +h1 stream pyreqwest_mt 2097152 B c= 10 round=2/3 434.0 req/s +h1 stream aiohttp 10240 B c=150 round=2/3 7295.5 req/s +h1 full httpx 1048576 B c= 10 round=2/3 516.3 req/s +h1 stream ry_blocking 2097152 B c= 50 round=2/3 1005.4 req/s +h1 stream niquests_blocking 1048576 B c= 10 round=2/3 153.8 req/s +h1 stream curl_cffi_blocking 1024 B c= 10 round=2/3 519.8 req/s +h1 full httpx_blocking 131072 B c= 10 round=2/3 842.9 req/s +h1 full httpx 1024 B c= 10 round=2/3 1587.2 req/s +h1 full curl_cffi_blocking 1024 B c=150 round=2/3 547.6 req/s +h1 stream wreq 4194304 B c=150 round=2/3 891.2 req/s +h1 stream curl_cffi_blocking 4194304 B c=100 round=2/3 64.6 req/s +h1 full wreq 2097152 B c= 50 round=2/3 2085.4 req/s +h1 full ry_blocking 4194304 B c= 10 round=2/3 991.3 req/s +h1 stream wreq_blocking 10240 B c= 50 round=2/3 557.6 req/s +h1 stream ry_blocking 65536 B c= 50 round=2/3 3277.9 req/s +h1 stream ry 4194304 B c=150 round=2/3 270.9 req/s +h1 stream wreq_blocking 2097152 B c=100 round=2/3 313.9 req/s +h1 full aiohttp 1048576 B c= 10 round=2/3 1396.9 req/s +h1 stream niquests 65536 B c= 50 round=2/3 1742.7 req/s +h1 full wreq_blocking 2097152 B c=100 round=2/3 872.2 req/s +h1 stream pycurl 65536 B c=150 round=2/3 2294.0 req/s +h1 stream requests 65536 B c= 10 round=2/3 776.2 req/s +h1 full niquests 131072 B c= 10 round=2/3 1825.5 req/s +h1 full niquests_blocking 131072 B c= 10 round=2/3 817.5 req/s +h1 full ry 131072 B c=150 round=2/3 2612.7 req/s +h1 full pycurl 1024 B c= 50 round=2/3 11289.2 req/s +h1 full wreq 131072 B c=150 round=2/3 28956.0 req/s +h1 full wreq_st 1048576 B c= 50 round=2/3 1098.3 req/s +h1 stream requests 10240 B c=100 round=2/3 1232.6 req/s +h1 full requests 131072 B c=100 round=2/3 763.5 req/s +h1 full pyreqwest_mt 1048576 B c=100 round=2/3 3181.5 req/s +h1 stream wreq_st 1048576 B c=100 round=2/3 593.1 req/s +h1 full curl_cffi_blocking 1048576 B c= 10 round=2/3 230.3 req/s +h1 stream wreq_st 2097152 B c=100 round=2/3 358.2 req/s +h1 full curl_cffi_blocking 4194304 B c= 50 round=2/3 84.6 req/s +h1 full pyreqwest_st 65536 B c=100 round=2/3 3786.4 req/s +h1 stream curl_cffi_blocking 2097152 B c=150 round=2/3 117.2 req/s +h1 full curl_cffi_blocking 2097152 B c= 50 round=2/3 146.6 req/s +h1 full ry_blocking 2097152 B c= 10 round=2/3 1863.4 req/s +h1 full wreq 10240 B c= 50 round=2/3 69417.7 req/s +h1 stream ry 131072 B c= 10 round=2/3 899.3 req/s +h1 full httpx 131072 B c= 10 round=2/3 1064.4 req/s +h1 stream curl_cffi_blocking 1048576 B c= 50 round=2/3 177.1 req/s +h1 stream httpx 2097152 B c=150 round=2/3 101.0 req/s +h1 full pyreqwest_mt 2097152 B c= 50 round=2/3 1885.8 req/s +h1 full curl_cffi 65536 B c=150 round=2/3 3752.7 req/s +h1 full requests 1048576 B c=100 round=2/3 188.1 req/s +h1 stream requests 1024 B c=100 round=2/3 1257.8 req/s +h1 full wreq 2097152 B c=100 round=2/3 1664.2 req/s +h1 full curl_cffi 10240 B c=100 round=2/3 5244.7 req/s +h1 full curl_cffi 65536 B c= 10 round=2/3 4468.7 req/s +h1 full wreq_st 1024 B c=100 round=2/3 49715.3 req/s +h1 full niquests_blocking 1024 B c= 50 round=2/3 1464.5 req/s +h1 full wreq 1024 B c= 50 round=2/3 87496.2 req/s +h1 full wreq 1048576 B c= 50 round=2/3 4280.2 req/s +h1 stream pyreqwest_mt 4194304 B c=100 round=2/3 416.1 req/s +h1 full curl_cffi_blocking 2097152 B c=150 round=2/3 152.2 req/s +h1 full pycurl 4194304 B c= 50 round=2/3 108.5 req/s +h1 stream wreq_blocking 4194304 B c=100 round=2/3 251.2 req/s +h1 full wreq 1024 B c=100 round=2/3 70033.6 req/s +h1 stream ry_blocking 65536 B c=150 round=2/3 2996.8 req/s +h1 stream wreq_st 10240 B c= 10 round=2/3 13937.3 req/s +h1 stream curl_cffi_blocking 65536 B c=150 round=2/3 456.5 req/s +h1 full niquests 1024 B c=100 round=2/3 2212.9 req/s +h1 full wreq_st 1048576 B c=150 round=2/3 1048.1 req/s +h1 full niquests_blocking 2097152 B c= 50 round=2/3 100.0 req/s +h1 stream niquests 65536 B c=150 round=2/3 1638.6 req/s +h1 stream curl_cffi_blocking 65536 B c= 10 round=2/3 449.8 req/s +h1 full requests 65536 B c= 10 round=2/3 973.0 req/s +h1 stream wreq 2097152 B c=150 round=2/3 1746.8 req/s +h1 stream niquests 10240 B c=150 round=2/3 1508.7 req/s +h1 stream wreq_st 65536 B c=150 round=2/3 5596.0 req/s +h1 stream curl_cffi 65536 B c= 50 round=2/3 2722.4 req/s +h1 full httpx 10240 B c=100 round=2/3 837.9 req/s +h1 stream httpx 131072 B c= 50 round=2/3 459.9 req/s +h1 stream httpx_blocking 2097152 B c= 50 round=2/3 81.8 req/s +h1 full pycurl 1048576 B c= 50 round=2/3 419.1 req/s +h1 stream pycurl 4194304 B c=100 round=2/3 81.3 req/s +h1 stream niquests_blocking 4194304 B c=100 round=2/3 49.8 req/s +h1 full curl_cffi 65536 B c=100 round=2/3 3972.9 req/s +h1 stream aiohttp 65536 B c=100 round=2/3 5319.9 req/s +h1 stream pycurl 2097152 B c=150 round=2/3 155.7 req/s +h1 full pyreqwest_st 1048576 B c=150 round=2/3 914.3 req/s +h1 stream wreq_blocking 65536 B c=150 round=2/3 512.4 req/s +h1 full pyreqwest_mt 2097152 B c= 10 round=2/3 1948.3 req/s +h1 stream ry 2097152 B c= 10 round=2/3 293.2 req/s +h1 stream curl_cffi_blocking 4194304 B c= 50 round=2/3 63.4 req/s +h1 stream wreq 2097152 B c=100 round=2/3 1769.4 req/s +h1 full requests 2097152 B c= 50 round=2/3 102.4 req/s +h1 full pycurl 131072 B c=150 round=2/3 2474.6 req/s +h1 stream wreq_st 2097152 B c=150 round=2/3 349.5 req/s +h1 stream wreq_st 4194304 B c= 10 round=2/3 237.2 req/s +h1 stream curl_cffi_blocking 10240 B c= 50 round=2/3 517.7 req/s +h1 stream aiohttp 131072 B c= 10 round=2/3 4682.4 req/s +h1 full httpx 131072 B c=150 round=2/3 594.5 req/s +h1 full niquests_blocking 4194304 B c=150 round=2/3 51.9 req/s +h1 full pycurl 1024 B c=150 round=2/3 9134.2 req/s +h1 full wreq 131072 B c= 50 round=2/3 30514.1 req/s +h1 stream wreq_blocking 65536 B c= 10 round=2/3 499.9 req/s +h1 full niquests_blocking 131072 B c= 50 round=2/3 742.7 req/s +h1 full niquests 1024 B c=150 round=2/3 2233.1 req/s +h1 stream niquests_blocking 1024 B c=150 round=2/3 1198.1 req/s +h1 stream requests 1048576 B c=100 round=2/3 152.6 req/s +h1 full requests 10240 B c= 10 round=2/3 1444.6 req/s +h1 stream ry 1048576 B c=150 round=2/3 377.5 req/s +h1 full curl_cffi_blocking 4194304 B c= 10 round=2/3 85.0 req/s +h1 full wreq_st 131072 B c= 10 round=2/3 9723.2 req/s +h1 full curl_cffi_blocking 10240 B c=150 round=2/3 543.8 req/s +h1 full wreq_blocking 131072 B c= 50 round=2/3 3351.7 req/s +h1 full wreq 65536 B c=150 round=2/3 44464.8 req/s +h1 stream niquests_blocking 65536 B c= 50 round=2/3 753.9 req/s +h1 stream httpx 1024 B c=100 round=2/3 705.1 req/s +h1 stream ry 2097152 B c=150 round=2/3 333.3 req/s +h1 full aiohttp 2097152 B c=100 round=2/3 697.9 req/s +h1 stream wreq_blocking 2097152 B c= 50 round=2/3 311.7 req/s +h1 stream niquests_blocking 65536 B c= 10 round=2/3 746.2 req/s +h1 full requests 10240 B c=150 round=2/3 1362.3 req/s +h1 full wreq_blocking 4194304 B c=100 round=2/3 475.2 req/s +h1 stream pyreqwest_st 1024 B c= 10 round=2/3 2545.4 req/s +h1 stream httpx 10240 B c=150 round=2/3 668.3 req/s +h1 full niquests 65536 B c= 10 round=2/3 2047.8 req/s +h1 full pyreqwest_mt 1024 B c=100 round=2/3 7976.6 req/s +h1 full curl_cffi 131072 B c= 10 round=2/3 2975.7 req/s +h1 stream wreq 1048576 B c= 10 round=2/3 3769.1 req/s +h1 full requests 1024 B c= 10 round=2/3 1471.7 req/s +h1 stream wreq 131072 B c= 50 round=2/3 19154.6 req/s +h1 full pyreqwest_mt 65536 B c=100 round=2/3 7617.6 req/s +h1 stream curl_cffi_blocking 10240 B c=100 round=2/3 520.3 req/s +h1 full wreq 10240 B c=100 round=2/3 69447.0 req/s +h1 stream wreq_st 1024 B c= 10 round=2/3 15198.6 req/s +h1 stream ry_blocking 65536 B c=100 round=2/3 3098.6 req/s +h1 stream httpx_blocking 4194304 B c= 10 round=2/3 44.4 req/s +h1 full niquests 10240 B c= 10 round=2/3 2275.9 req/s +h1 stream wreq_st 1048576 B c=150 round=2/3 542.6 req/s +h1 full wreq_blocking 10240 B c=150 round=2/3 3296.3 req/s +h1 full niquests_blocking 65536 B c=150 round=2/3 972.6 req/s +h1 stream niquests 1024 B c=150 round=2/3 2192.9 req/s +h1 stream aiohttp 10240 B c= 50 round=2/3 7321.6 req/s +h1 full pyreqwest_mt 131072 B c= 10 round=2/3 6450.3 req/s +h1 full aiohttp 1024 B c=100 round=2/3 8687.5 req/s +h1 stream httpx_blocking 10240 B c= 10 round=2/3 1547.1 req/s +h1 full httpx 65536 B c=100 round=2/3 696.2 req/s +h1 full pyreqwest_st 1048576 B c= 10 round=2/3 1057.7 req/s +h1 stream ry_blocking 10240 B c= 50 round=2/3 5021.1 req/s +h1 full niquests_blocking 4194304 B c=100 round=2/3 53.0 req/s +h1 stream niquests_blocking 131072 B c=100 round=2/3 594.0 req/s +h1 stream niquests 65536 B c=100 round=2/3 1661.3 req/s +h1 full wreq_blocking 131072 B c=100 round=2/3 3143.7 req/s +h1 stream httpx_blocking 1048576 B c= 10 round=2/3 137.8 req/s +h1 full httpx 10240 B c=150 round=2/3 769.8 req/s +h1 stream wreq_st 131072 B c= 10 round=2/3 4733.3 req/s +h1 stream curl_cffi 131072 B c=150 round=2/3 2070.4 req/s +h1 full ry 65536 B c=150 round=2/3 2590.3 req/s +h1 stream pyreqwest_st 4194304 B c=100 round=2/3 180.1 req/s +h1 stream httpx_blocking 65536 B c=150 round=2/3 736.8 req/s +h1 stream wreq_st 1048576 B c= 10 round=2/3 676.1 req/s +h1 stream httpx_blocking 1024 B c=150 round=2/3 1428.7 req/s +h1 full httpx 65536 B c= 10 round=2/3 1378.0 req/s +h1 full wreq_blocking 65536 B c=150 round=2/3 3068.1 req/s +h1 stream niquests 65536 B c= 10 round=2/3 1762.4 req/s +h1 stream ry_blocking 65536 B c= 10 round=2/3 3432.6 req/s +h1 stream ry 4194304 B c=100 round=2/3 272.0 req/s +h1 stream httpx 10240 B c= 50 round=2/3 746.2 req/s +h1 full pycurl 1024 B c= 10 round=2/3 13489.1 req/s +h1 full niquests 1048576 B c= 10 round=2/3 658.2 req/s +h1 full ry 2097152 B c=100 round=2/3 1019.4 req/s +h1 stream curl_cffi 4194304 B c=100 round=2/3 129.2 req/s +h1 full requests 1048576 B c=150 round=2/3 189.0 req/s +h1 full pycurl 65536 B c= 50 round=2/3 4283.0 req/s +h1 stream ry 10240 B c=150 round=2/3 1652.2 req/s +h1 full wreq_blocking 65536 B c= 10 round=2/3 3357.9 req/s +h1 full curl_cffi 10240 B c= 10 round=2/3 5816.7 req/s +h1 full httpx_blocking 131072 B c=100 round=2/3 817.0 req/s +h1 stream aiohttp 4194304 B c=150 round=2/3 420.6 req/s +h1 full niquests 2097152 B c=150 round=2/3 421.4 req/s +h1 stream wreq 1024 B c= 10 round=2/3 16867.6 req/s +h1 stream requests 131072 B c= 10 round=2/3 647.0 req/s +h1 full httpx_blocking 1024 B c= 50 round=2/3 1768.0 req/s +h1 full wreq_st 1024 B c=150 round=2/3 47524.5 req/s +h1 stream aiohttp 4194304 B c=100 round=2/3 397.1 req/s +h1 stream aiohttp 131072 B c=150 round=2/3 4373.2 req/s +h1 stream httpx_blocking 4194304 B c=150 round=2/3 45.7 req/s +h1 full wreq 1048576 B c=150 round=2/3 3724.5 req/s +h1 stream curl_cffi_blocking 2097152 B c= 10 round=2/3 114.8 req/s +h1 full pyreqwest_mt 1024 B c= 10 round=2/3 7076.7 req/s +h1 stream pyreqwest_mt 10240 B c=150 round=2/3 3593.2 req/s +h1 full pyreqwest_st 131072 B c=150 round=2/3 3290.2 req/s +h1 stream curl_cffi_blocking 65536 B c=100 round=2/3 455.5 req/s +h1 full wreq 131072 B c=100 round=2/3 30595.7 req/s +h1 stream wreq 1024 B c= 50 round=2/3 25076.4 req/s +h1 full pyreqwest_st 4194304 B c= 10 round=2/3 315.6 req/s +h1 stream wreq 65536 B c= 10 round=2/3 12315.0 req/s +h1 stream curl_cffi 65536 B c=150 round=2/3 2546.0 req/s +h1 full niquests 131072 B c=100 round=2/3 1776.9 req/s +h1 stream curl_cffi_blocking 65536 B c= 50 round=2/3 459.8 req/s +h1 stream niquests_blocking 4194304 B c=150 round=2/3 49.6 req/s +h1 full niquests_blocking 2097152 B c=150 round=2/3 101.5 req/s +h1 stream ry_blocking 131072 B c=100 round=2/3 3076.1 req/s +h1 stream ry_blocking 4194304 B c=100 round=2/3 733.7 req/s +h1 stream pycurl 65536 B c= 10 round=2/3 2490.8 req/s +h1 stream requests 1024 B c=150 round=2/3 1215.0 req/s +h1 full ry 2097152 B c=150 round=2/3 961.4 req/s +h1 full niquests 4194304 B c= 50 round=2/3 221.7 req/s +h1 stream ry_blocking 131072 B c=150 round=2/3 2935.3 req/s +h1 full aiohttp 1024 B c=150 round=2/3 9272.0 req/s +h1 full wreq_blocking 1048576 B c= 50 round=2/3 1531.5 req/s +h1 full pycurl 10240 B c=150 round=2/3 9238.0 req/s +h1 stream pyreqwest_mt 131072 B c=100 round=2/3 1807.4 req/s +h1 full aiohttp 131072 B c=150 round=2/3 6131.5 req/s +h1 full aiohttp 4194304 B c= 10 round=2/3 380.1 req/s +h1 stream pyreqwest_mt 1024 B c=100 round=2/3 3418.5 req/s +h1 full pyreqwest_st 65536 B c=150 round=2/3 3729.1 req/s +h1 full wreq_blocking 2097152 B c= 50 round=2/3 941.7 req/s +h1 stream httpx 2097152 B c= 50 round=2/3 196.4 req/s +h1 stream httpx_blocking 1048576 B c=150 round=2/3 141.0 req/s +h1 full niquests 4194304 B c=150 round=2/3 224.6 req/s +h1 full pycurl 1048576 B c=100 round=2/3 416.4 req/s +h1 full pyreqwest_mt 4194304 B c=100 round=2/3 895.6 req/s +h1 full pyreqwest_st 65536 B c= 50 round=2/3 3872.9 req/s +h1 full curl_cffi_blocking 1024 B c= 10 round=2/3 557.8 req/s +h1 stream wreq 1048576 B c=150 round=2/3 3579.7 req/s +h1 full httpx_blocking 4194304 B c=100 round=2/3 48.2 req/s +h1 stream ry_blocking 4194304 B c= 10 round=2/3 993.5 req/s +h1 full ry 1048576 B c= 10 round=2/3 1440.2 req/s +h1 stream niquests_blocking 1048576 B c= 50 round=2/3 146.8 req/s +h1 stream httpx_blocking 131072 B c= 10 round=2/3 589.3 req/s +h1 stream ry 2097152 B c=100 round=2/3 325.2 req/s +h1 stream pycurl 10240 B c=100 round=2/3 5741.1 req/s +h1 full httpx_blocking 65536 B c= 10 round=2/3 1095.3 req/s +h1 full pyreqwest_st 1024 B c= 10 round=2/3 4503.7 req/s +h1 full niquests_blocking 2097152 B c=100 round=2/3 101.2 req/s +h1 full curl_cffi_blocking 131072 B c= 50 round=2/3 475.0 req/s +h1 full pyreqwest_mt 131072 B c= 50 round=2/3 7483.2 req/s +h1 full niquests 4194304 B c= 10 round=2/3 209.3 req/s +h1 stream ry 1048576 B c= 50 round=2/3 377.7 req/s +h1 full httpx 1024 B c=150 round=2/3 809.4 req/s +h1 stream pyreqwest_mt 1024 B c=150 round=2/3 3656.9 req/s +h1 stream wreq_st 131072 B c= 50 round=2/3 4415.5 req/s +h1 full pyreqwest_mt 131072 B c=150 round=2/3 7421.7 req/s +h1 stream pyreqwest_mt 10240 B c= 50 round=2/3 3392.1 req/s +h1 full niquests 1048576 B c=150 round=2/3 645.9 req/s +h1 full aiohttp 1024 B c= 50 round=2/3 8454.5 req/s +h1 stream aiohttp 131072 B c=100 round=2/3 4113.2 req/s +h1 stream niquests_blocking 131072 B c= 10 round=2/3 656.8 req/s +h1 full wreq_blocking 1048576 B c=100 round=2/3 1406.8 req/s +h1 full wreq_st 65536 B c= 10 round=2/3 16440.0 req/s +h1 stream requests 10240 B c= 10 round=2/3 1322.5 req/s +h1 full niquests_blocking 65536 B c=100 round=2/3 921.9 req/s +h1 stream pycurl 131072 B c= 50 round=2/3 1829.3 req/s +h1 full curl_cffi_blocking 2097152 B c= 10 round=2/3 145.0 req/s +h1 full aiohttp 65536 B c= 50 round=2/3 8001.6 req/s +h1 full pyreqwest_mt 4194304 B c= 50 round=2/3 949.9 req/s +h1 full ry_blocking 65536 B c=100 round=2/3 7176.0 req/s +h1 full ry 10240 B c=100 round=2/3 2813.2 req/s +h1 full curl_cffi_blocking 1048576 B c= 50 round=2/3 231.5 req/s +h1 full pycurl 4194304 B c=100 round=2/3 113.2 req/s +h1 full pycurl 10240 B c=100 round=2/3 10287.1 req/s +h1 stream curl_cffi 1048576 B c=100 round=2/3 450.4 req/s +h1 stream curl_cffi 1048576 B c= 50 round=2/3 454.2 req/s +h1 stream httpx 65536 B c= 10 round=2/3 1176.7 req/s +h1 stream pyreqwest_st 1048576 B c= 50 round=2/3 385.7 req/s +h1 stream ry 4194304 B c= 50 round=2/3 279.9 req/s +h1 stream httpx 1024 B c= 10 round=2/3 1356.8 req/s +h1 full curl_cffi_blocking 10240 B c= 10 round=2/3 554.6 req/s +h1 full curl_cffi 1048576 B c= 10 round=2/3 653.7 req/s +h1 stream wreq_blocking 2097152 B c=150 round=2/3 318.1 req/s +h1 full wreq_blocking 131072 B c= 10 round=2/3 3335.4 req/s +h1 full ry_blocking 10240 B c=100 round=2/3 7309.5 req/s +h1 stream httpx_blocking 131072 B c= 50 round=2/3 618.8 req/s +h1 full niquests 65536 B c=150 round=2/3 2006.8 req/s +h1 full niquests 2097152 B c= 50 round=2/3 403.2 req/s +h1 stream aiohttp 65536 B c= 10 round=2/3 5040.7 req/s +h1 full wreq_st 2097152 B c=100 round=2/3 573.8 req/s +h1 full wreq_st 65536 B c=100 round=2/3 16606.9 req/s +h1 full pyreqwest_st 2097152 B c= 10 round=2/3 562.5 req/s +h1 stream httpx 65536 B c= 50 round=2/3 535.2 req/s +h1 full pyreqwest_mt 4194304 B c= 10 round=2/3 970.2 req/s +h1 full pyreqwest_st 4194304 B c= 50 round=2/3 319.9 req/s +h1 stream httpx_blocking 65536 B c= 50 round=2/3 763.9 req/s +h1 full httpx 4194304 B c=150 round=2/3 78.9 req/s +h1 stream aiohttp 1024 B c=150 round=2/3 8379.7 req/s +h1 stream wreq 131072 B c=150 round=2/3 15960.1 req/s +h1 full ry 4194304 B c= 10 round=2/3 567.0 req/s +h1 stream niquests 2097152 B c=150 round=2/3 370.8 req/s +h1 full requests 65536 B c=150 round=2/3 962.0 req/s +h1 full aiohttp 2097152 B c=150 round=2/3 655.3 req/s +h1 full pyreqwest_st 65536 B c= 10 round=2/3 4045.7 req/s +h1 full pyreqwest_mt 10240 B c= 50 round=2/3 7822.3 req/s +h1 stream niquests_blocking 4194304 B c= 50 round=2/3 49.3 req/s +h1 full ry 10240 B c= 10 round=2/3 2400.2 req/s +h1 full curl_cffi_blocking 65536 B c=150 round=2/3 510.4 req/s +h1 full httpx_blocking 65536 B c=150 round=2/3 1079.1 req/s +h1 stream aiohttp 1048576 B c= 50 round=2/3 964.3 req/s +h1 full pyreqwest_mt 4194304 B c=150 round=2/3 842.9 req/s +h1 stream curl_cffi 4194304 B c= 10 round=2/3 134.8 req/s +h1 full wreq 65536 B c= 50 round=2/3 51213.9 req/s +h1 full wreq_blocking 1048576 B c=150 round=2/3 1403.9 req/s +h1 full wreq_st 65536 B c=150 round=2/3 15637.7 req/s +h1 stream aiohttp 1024 B c= 10 round=2/3 7272.4 req/s +h1 stream pyreqwest_st 1048576 B c= 10 round=2/3 387.6 req/s +h1 stream ry_blocking 1048576 B c=100 round=2/3 1182.0 req/s +h1 stream ry_blocking 10240 B c= 10 round=2/3 5361.6 req/s +h1 full pycurl 65536 B c=150 round=2/3 3958.0 req/s +h1 stream pycurl 10240 B c= 10 round=2/3 6939.9 req/s +h1 full ry_blocking 131072 B c=150 round=2/3 6330.5 req/s +h1 stream wreq_st 1024 B c= 50 round=2/3 24013.1 req/s +h1 stream httpx_blocking 65536 B c=100 round=2/3 743.5 req/s +h1 stream niquests 10240 B c= 50 round=2/3 2123.5 req/s +h1 stream ry_blocking 1048576 B c= 50 round=2/3 1190.7 req/s +h1 full aiohttp 1048576 B c= 50 round=2/3 1363.7 req/s +h1 full ry_blocking 65536 B c= 10 round=2/3 8813.3 req/s +h1 stream pyreqwest_st 131072 B c=100 round=2/3 1314.0 req/s +h1 stream curl_cffi 1024 B c=150 round=2/3 4579.9 req/s +h1 stream pyreqwest_mt 131072 B c= 50 round=2/3 1750.7 req/s +h1 stream requests 2097152 B c= 50 round=2/3 91.7 req/s +h1 full requests 1024 B c= 50 round=2/3 1435.4 req/s +h1 stream niquests_blocking 1024 B c=100 round=2/3 1289.9 req/s +h1 stream ry 65536 B c=150 round=2/3 1037.6 req/s +h1 stream niquests_blocking 10240 B c= 10 round=2/3 1409.6 req/s +h1 full niquests_blocking 10240 B c= 10 round=2/3 1571.5 req/s +h1 stream requests 131072 B c= 50 round=2/3 627.5 req/s +h1 full httpx 4194304 B c= 50 round=2/3 138.8 req/s +h1 full pycurl 131072 B c=100 round=2/3 2548.3 req/s +h1 stream wreq 4194304 B c=100 round=2/3 916.5 req/s +h1 stream niquests 1048576 B c=100 round=2/3 545.6 req/s +h1 stream wreq_blocking 1024 B c= 10 round=2/3 557.9 req/s +h1 stream pycurl 2097152 B c= 10 round=2/3 154.2 req/s +h1 stream httpx 1024 B c=150 round=2/3 638.5 req/s +h1 stream aiohttp 1024 B c=100 round=2/3 8228.6 req/s +h1 stream pyreqwest_mt 2097152 B c= 50 round=2/3 510.1 req/s +h1 stream wreq_st 10240 B c=150 round=2/3 15849.9 req/s +h1 stream pyreqwest_st 4194304 B c= 10 round=2/3 188.6 req/s +h1 full ry_blocking 4194304 B c=150 round=2/3 855.6 req/s +h1 stream httpx_blocking 1024 B c=100 round=2/3 1449.1 req/s +h1 full aiohttp 10240 B c=150 round=2/3 8248.5 req/s +h1 stream pyreqwest_mt 10240 B c= 10 round=2/3 2862.9 req/s +h1 full requests 10240 B c= 50 round=2/3 1442.9 req/s +h1 full ry 65536 B c= 50 round=2/3 2713.5 req/s +h1 full aiohttp 10240 B c=100 round=2/3 8125.2 req/s +h1 full ry 10240 B c=150 round=2/3 2940.5 req/s +h1 stream curl_cffi 131072 B c=100 round=2/3 2132.4 req/s +h1 stream wreq_st 4194304 B c=100 round=2/3 208.9 req/s +h1 stream requests 2097152 B c=150 round=2/3 91.6 req/s +h1 full ry 1024 B c=100 round=2/3 2830.4 req/s +h1 full niquests_blocking 1024 B c=150 round=2/3 1431.1 req/s +h1 stream niquests_blocking 131072 B c= 50 round=2/3 614.9 req/s +h1 stream pycurl 1048576 B c=100 round=2/3 272.1 req/s +h1 full pyreqwest_mt 65536 B c= 10 round=2/3 6613.0 req/s +h1 full pyreqwest_st 1024 B c=150 round=2/3 4106.5 req/s +h1 stream wreq_st 4194304 B c=150 round=2/3 197.5 req/s +h1 full pyreqwest_st 10240 B c=150 round=2/3 4085.1 req/s +h1 full pycurl 65536 B c=100 round=2/3 4111.0 req/s +h1 stream curl_cffi_blocking 2097152 B c= 50 round=2/3 112.0 req/s +h1 full httpx_blocking 10240 B c=150 round=2/3 1672.7 req/s +h1 full wreq_st 10240 B c=100 round=2/3 45051.1 req/s +h1 stream wreq 65536 B c=150 round=2/3 19475.6 req/s +h1 stream wreq 10240 B c=150 round=2/3 25675.2 req/s +h1 stream pycurl 4194304 B c= 50 round=2/3 81.9 req/s +h1 stream pyreqwest_st 65536 B c= 10 round=2/3 1435.4 req/s +h1 full pyreqwest_mt 2097152 B c=150 round=2/3 1790.3 req/s +h1 full niquests 4194304 B c=100 round=2/3 213.2 req/s +h1 full aiohttp 2097152 B c= 50 round=2/3 772.4 req/s +h1 stream aiohttp 1048576 B c=150 round=2/3 1042.1 req/s +h1 full requests 131072 B c= 10 round=2/3 771.9 req/s +h1 stream curl_cffi_blocking 2097152 B c=100 round=2/3 104.3 req/s +h1 full aiohttp 2097152 B c= 10 round=2/3 745.9 req/s +h1 full pyreqwest_st 4194304 B c=100 round=2/3 286.5 req/s +h1 full curl_cffi 1024 B c= 50 round=2/3 6133.0 req/s +h1 full curl_cffi 1048576 B c=150 round=2/3 657.2 req/s +h1 stream curl_cffi 10240 B c= 50 round=2/3 4185.2 req/s +h1 stream requests 1048576 B c= 50 round=2/3 150.0 req/s +h1 stream pyreqwest_mt 65536 B c= 10 round=2/3 1517.0 req/s +h1 stream httpx 65536 B c=100 round=2/3 437.8 req/s +h1 full curl_cffi_blocking 2097152 B c=100 round=2/3 145.2 req/s +h1 stream niquests_blocking 2097152 B c=150 round=2/3 90.6 req/s +h1 stream wreq 131072 B c= 10 round=2/3 11709.3 req/s +h1 full curl_cffi 2097152 B c=100 round=2/3 327.5 req/s +h1 full curl_cffi_blocking 1024 B c= 50 round=2/3 548.4 req/s +h1 stream curl_cffi 65536 B c=100 round=2/3 2661.6 req/s +h1 stream aiohttp 2097152 B c= 10 round=2/3 739.2 req/s +h1 full aiohttp 10240 B c= 50 round=2/3 7796.8 req/s +h1 stream curl_cffi_blocking 1048576 B c=150 round=2/3 180.2 req/s +h1 full wreq_st 4194304 B c= 10 round=2/3 319.4 req/s +h1 full aiohttp 1048576 B c=150 round=2/3 1311.8 req/s +h1 full wreq_blocking 10240 B c=100 round=2/3 3444.6 req/s +h1 stream curl_cffi_blocking 4194304 B c= 10 round=2/3 66.1 req/s +h1 full niquests 10240 B c=100 round=2/3 2236.5 req/s +h1 full httpx_blocking 1048576 B c= 10 round=2/3 174.3 req/s +h1 stream niquests_blocking 2097152 B c= 10 round=2/3 87.3 req/s +h1 full pyreqwest_mt 10240 B c= 10 round=2/3 7219.4 req/s +h1 full ry 1024 B c= 10 round=2/3 2550.0 req/s +h1 full aiohttp 4194304 B c=100 round=2/3 313.2 req/s +h1 full ry_blocking 2097152 B c= 50 round=2/3 1903.1 req/s +h1 stream httpx_blocking 2097152 B c= 10 round=2/3 73.0 req/s +h1 stream pyreqwest_mt 10240 B c=100 round=2/3 3182.4 req/s +h1 full httpx_blocking 65536 B c=100 round=2/3 1055.0 req/s +h1 stream wreq 4194304 B c= 10 round=2/3 924.4 req/s +h1 full niquests 1024 B c= 50 round=2/3 2155.7 req/s +h1 stream wreq_blocking 1048576 B c= 10 round=2/3 346.9 req/s +h1 stream httpx 4194304 B c=150 round=2/3 72.0 req/s +h1 full wreq_blocking 10240 B c= 10 round=2/3 3601.5 req/s +h1 stream ry 1024 B c= 10 round=2/3 1454.0 req/s +h1 stream wreq_st 2097152 B c= 50 round=2/3 380.8 req/s +h1 full pyreqwest_mt 1048576 B c=150 round=2/3 2929.9 req/s +h1 stream niquests 4194304 B c= 10 round=2/3 202.6 req/s +h1 stream wreq_blocking 1048576 B c=150 round=2/3 362.9 req/s +h1 full aiohttp 10240 B c= 10 round=2/3 7470.0 req/s +h1 full wreq_st 2097152 B c= 10 round=2/3 572.2 req/s +h1 stream curl_cffi 2097152 B c=100 round=2/3 224.3 req/s +h1 full httpx 4194304 B c= 10 round=2/3 169.2 req/s +h1 stream wreq_blocking 65536 B c=100 round=2/3 516.4 req/s +h1 stream curl_cffi_blocking 1024 B c=150 round=2/3 520.8 req/s +h1 full pyreqwest_st 131072 B c=100 round=2/3 3341.8 req/s +h1 full wreq_st 4194304 B c= 50 round=2/3 312.0 req/s +h1 full wreq_blocking 4194304 B c=150 round=2/3 501.0 req/s +h1 full pycurl 1024 B c=100 round=2/3 10427.9 req/s +h1 full wreq_st 1048576 B c= 10 round=2/3 1211.2 req/s +h1 stream pycurl 4194304 B c= 10 round=2/3 80.5 req/s +h1 full httpx 1024 B c= 50 round=2/3 849.4 req/s +h1 full wreq_st 1024 B c= 50 round=2/3 46382.5 req/s +h1 full ry_blocking 65536 B c= 50 round=2/3 7882.3 req/s +h1 full httpx_blocking 1048576 B c= 50 round=2/3 180.2 req/s +h1 stream ry 10240 B c= 50 round=2/3 1647.0 req/s +h1 stream ry_blocking 2097152 B c= 10 round=2/3 1107.9 req/s +h1 stream requests 65536 B c= 50 round=2/3 774.2 req/s +h1 full wreq_blocking 131072 B c=150 round=2/3 2997.6 req/s +h1 stream ry_blocking 1048576 B c= 10 round=2/3 1242.2 req/s +h1 stream requests 1048576 B c= 10 round=2/3 155.3 req/s +h1 full ry 4194304 B c=150 round=2/3 571.6 req/s +h1 stream wreq_blocking 1048576 B c=100 round=2/3 356.8 req/s +h1 full pycurl 131072 B c= 50 round=2/3 2638.2 req/s +h1 stream curl_cffi 1048576 B c=150 round=2/3 429.0 req/s +h1 full httpx 131072 B c= 50 round=2/3 599.5 req/s +h1 stream wreq 1024 B c=100 round=2/3 24665.2 req/s +h1 full httpx 2097152 B c= 50 round=2/3 188.6 req/s +h1 full ry_blocking 1048576 B c=150 round=2/3 3370.5 req/s +h1 stream wreq_st 4194304 B c= 50 round=2/3 215.4 req/s +h1 full ry_blocking 1024 B c= 10 round=2/3 8953.8 req/s +h1 full niquests_blocking 1024 B c= 10 round=2/3 1533.2 req/s +h1 full niquests_blocking 1048576 B c= 50 round=2/3 187.3 req/s +h1 stream wreq_st 131072 B c=100 round=2/3 4386.5 req/s +h1 full curl_cffi_blocking 1024 B c=100 round=2/3 553.0 req/s +h1 full pyreqwest_st 131072 B c= 50 round=2/3 3198.0 req/s +h1 full ry 1048576 B c=100 round=2/3 1577.2 req/s +h1 stream wreq 4194304 B c= 50 round=2/3 970.5 req/s +h1 stream pyreqwest_mt 131072 B c=150 round=2/3 1812.0 req/s +h1 stream requests 131072 B c=150 round=2/3 616.5 req/s +h1 stream wreq_st 65536 B c= 10 round=2/3 7303.2 req/s +h1 full wreq_st 1024 B c= 10 round=2/3 26204.0 req/s +h1 full wreq_blocking 1024 B c= 50 round=2/3 3586.1 req/s +h1 stream aiohttp 4194304 B c= 50 round=2/3 413.8 req/s +h1 full ry 10240 B c= 50 round=2/3 2763.6 req/s +h1 full wreq 4194304 B c=150 round=2/3 882.3 req/s +h1 stream curl_cffi 2097152 B c= 10 round=2/3 243.9 req/s +h1 stream wreq_blocking 65536 B c= 50 round=2/3 518.4 req/s +h1 stream wreq_blocking 10240 B c=150 round=2/3 536.4 req/s +h1 stream wreq_blocking 10240 B c=100 round=2/3 552.0 req/s +h1 stream requests 2097152 B c=100 round=2/3 93.1 req/s +h1 full niquests_blocking 10240 B c=100 round=2/3 1441.4 req/s +h1 stream httpx_blocking 2097152 B c=150 round=2/3 83.7 req/s +h1 full pyreqwest_st 2097152 B c=100 round=2/3 568.6 req/s +h1 full ry 131072 B c= 10 round=2/3 2464.6 req/s +h1 full pycurl 2097152 B c=150 round=2/3 213.8 req/s +h1 stream pyreqwest_st 2097152 B c=100 round=2/3 283.6 req/s +h1 full ry_blocking 10240 B c= 10 round=2/3 8810.6 req/s +h1 full wreq 4194304 B c=100 round=2/3 918.6 req/s +h1 full curl_cffi_blocking 10240 B c= 50 round=2/3 557.5 req/s +h1 stream curl_cffi 2097152 B c=150 round=2/3 217.7 req/s +h1 full pyreqwest_st 1024 B c=100 round=2/3 4343.3 req/s +h1 full requests 4194304 B c= 50 round=2/3 53.9 req/s +h1 stream niquests 1024 B c= 50 round=2/3 2160.3 req/s +h1 full curl_cffi 2097152 B c= 50 round=2/3 355.0 req/s +h1 stream wreq_blocking 1024 B c= 50 round=2/3 556.0 req/s +h1 stream pyreqwest_st 131072 B c= 50 round=2/3 1369.0 req/s +h1 full httpx_blocking 2097152 B c= 10 round=2/3 93.9 req/s +h1 full curl_cffi 131072 B c=150 round=2/3 2986.6 req/s +h1 stream niquests 131072 B c= 50 round=2/3 1404.8 req/s +h1 full wreq_blocking 2097152 B c=150 round=2/3 878.5 req/s +h1 full aiohttp 4194304 B c=150 round=2/3 375.9 req/s +h1 full wreq_st 10240 B c=150 round=2/3 45393.4 req/s +h1 full pyreqwest_st 10240 B c= 50 round=2/3 4190.4 req/s +h1 stream wreq_st 1048576 B c= 50 round=2/3 623.2 req/s +h1 stream httpx 10240 B c= 10 round=2/3 1280.8 req/s +h1 full pycurl 4194304 B c=150 round=2/3 107.8 req/s +h1 stream wreq_blocking 131072 B c= 10 round=2/3 518.2 req/s +h1 full pyreqwest_mt 1024 B c= 50 round=2/3 7814.2 req/s +h1 stream pyreqwest_st 65536 B c=100 round=2/3 1450.8 req/s +h1 full requests 4194304 B c= 10 round=2/3 54.6 req/s +h1 stream curl_cffi 131072 B c= 10 round=2/3 2123.0 req/s +h1 full ry_blocking 1024 B c= 50 round=2/3 7869.9 req/s +h1 full ry_blocking 65536 B c=150 round=2/3 6668.1 req/s +h1 full curl_cffi 1024 B c= 10 round=2/3 6049.4 req/s +h1 stream requests 131072 B c=100 round=2/3 612.3 req/s +h1 full httpx 2097152 B c=100 round=2/3 143.3 req/s +h1 full niquests 131072 B c=150 round=2/3 1712.5 req/s +h1 stream pycurl 1024 B c=100 round=2/3 6067.3 req/s +h1 stream niquests_blocking 131072 B c=150 round=2/3 618.2 req/s +h1 stream curl_cffi 2097152 B c= 50 round=2/3 248.9 req/s +h1 stream pyreqwest_st 1024 B c= 50 round=2/3 2632.1 req/s +h1 stream pycurl 1024 B c= 10 round=2/3 6792.9 req/s +h1 full wreq_st 65536 B c= 50 round=2/3 17185.9 req/s +h1 stream wreq_st 10240 B c= 50 round=2/3 20660.7 req/s +h1 stream requests 1024 B c= 50 round=2/3 1282.1 req/s +h1 stream wreq 131072 B c=100 round=2/3 16732.2 req/s +h1 full curl_cffi_blocking 131072 B c=100 round=2/3 472.1 req/s +h1 stream httpx_blocking 10240 B c=100 round=2/3 1445.5 req/s +h1 full requests 131072 B c=150 round=2/3 739.1 req/s +h1 stream httpx_blocking 4194304 B c= 50 round=2/3 45.7 req/s +h1 stream pyreqwest_st 2097152 B c=150 round=2/3 280.9 req/s +h1 stream ry_blocking 131072 B c= 50 round=2/3 3300.8 req/s +h1 stream curl_cffi 10240 B c=150 round=2/3 4411.5 req/s +h1 stream pycurl 1024 B c= 50 round=2/3 6476.4 req/s +h1 stream curl_cffi 65536 B c= 10 round=2/3 2455.2 req/s +h1 full wreq 65536 B c= 10 round=2/3 22879.1 req/s +h1 full ry 65536 B c=100 round=2/3 2712.7 req/s +h1 stream wreq_st 2097152 B c= 10 round=2/3 389.0 req/s +h1 stream niquests_blocking 1024 B c= 50 round=2/3 1352.1 req/s +h1 full httpx_blocking 2097152 B c=100 round=2/3 94.2 req/s +h1 full ry 4194304 B c=100 round=2/3 590.3 req/s +h1 full requests 10240 B c=100 round=2/3 1363.0 req/s +h1 full pyreqwest_st 4194304 B c=150 round=2/3 299.4 req/s +h1 full requests 1024 B c=150 round=2/3 1186.8 req/s +h1 full niquests 2097152 B c= 10 round=2/3 406.8 req/s +h1 full httpx 65536 B c=150 round=2/3 681.7 req/s +h1 full requests 1024 B c=100 round=2/3 1377.3 req/s +h1 full curl_cffi 2097152 B c=150 round=2/3 341.2 req/s +h1 stream aiohttp 4194304 B c= 10 round=2/3 413.0 req/s +h1 full niquests_blocking 131072 B c=150 round=2/3 756.3 req/s +h1 full httpx_blocking 131072 B c=150 round=2/3 807.6 req/s +h1 stream aiohttp 1024 B c= 50 round=2/3 8032.5 req/s +h1 stream requests 1048576 B c=150 round=2/3 155.4 req/s +h1 stream niquests_blocking 1024 B c= 10 round=2/3 1396.5 req/s +h1 stream ry_blocking 2097152 B c=150 round=2/3 946.9 req/s +h1 full wreq 65536 B c=100 round=2/3 52541.8 req/s +h1 stream niquests 4194304 B c= 50 round=2/3 208.7 req/s +h1 full requests 2097152 B c= 10 round=2/3 101.8 req/s +h1 stream ry_blocking 1024 B c= 50 round=2/3 4686.6 req/s +h1 full ry 131072 B c= 50 round=2/3 2489.7 req/s +h1 full httpx_blocking 10240 B c=100 round=2/3 1672.5 req/s +h1 full ry_blocking 131072 B c= 10 round=2/3 8461.4 req/s +h1 stream niquests 1048576 B c= 50 round=2/3 531.7 req/s +h1 full curl_cffi 65536 B c= 50 round=2/3 4696.4 req/s +h1 full ry_blocking 10240 B c= 50 round=2/3 7964.4 req/s +h1 full niquests 131072 B c= 50 round=2/3 1756.1 req/s +h1 stream curl_cffi_blocking 131072 B c= 10 round=2/3 420.7 req/s +h1 full requests 2097152 B c=150 round=2/3 102.5 req/s +h1 stream curl_cffi_blocking 1048576 B c= 10 round=2/3 176.5 req/s +h1 stream aiohttp 1048576 B c= 10 round=2/3 1017.1 req/s +h1 full ry_blocking 131072 B c= 50 round=2/3 7635.5 req/s +h1 stream wreq 2097152 B c= 10 round=2/3 2133.9 req/s +h1 full wreq 4194304 B c= 50 round=2/3 985.9 req/s +h1 full requests 4194304 B c=100 round=2/3 53.9 req/s +h1 stream aiohttp 10240 B c=100 round=2/3 7352.9 req/s +h1 stream httpx_blocking 1024 B c= 50 round=2/3 1462.8 req/s +h1 stream httpx_blocking 1048576 B c= 50 round=2/3 135.0 req/s +h1 full httpx_blocking 1024 B c=100 round=2/3 1688.2 req/s +h1 stream requests 2097152 B c= 10 round=2/3 92.6 req/s +h1 stream curl_cffi 1024 B c= 50 round=2/3 4518.1 req/s +h1 stream requests 1024 B c= 10 round=2/3 1274.9 req/s +h1 stream pyreqwest_mt 1048576 B c= 10 round=2/3 462.7 req/s +h1 full niquests_blocking 10240 B c=150 round=2/3 1190.6 req/s +h1 stream niquests 1024 B c= 10 round=2/3 2145.5 req/s +h1 stream curl_cffi_blocking 10240 B c=150 round=2/3 492.8 req/s +h1 stream pyreqwest_st 131072 B c= 10 round=2/3 1389.2 req/s +h1 full pycurl 1048576 B c=150 round=2/3 400.6 req/s +h1 stream wreq 1024 B c=150 round=2/3 25644.4 req/s +h1 stream httpx 65536 B c=150 round=2/3 443.7 req/s +h1 stream aiohttp 2097152 B c= 50 round=2/3 735.8 req/s +h1 stream pyreqwest_st 131072 B c=150 round=2/3 1300.3 req/s +h1 stream httpx_blocking 10240 B c= 50 round=2/3 1450.0 req/s +h1 stream aiohttp 2097152 B c=100 round=2/3 701.2 req/s +h1 stream aiohttp 10240 B c= 10 round=2/3 6864.8 req/s +h1 full pyreqwest_st 10240 B c=100 round=2/3 4660.1 req/s +h1 full curl_cffi 1048576 B c= 50 round=2/3 677.2 req/s +h1 full niquests_blocking 10240 B c= 50 round=2/3 1430.6 req/s +h1 stream wreq_blocking 131072 B c=150 round=2/3 486.3 req/s +h1 full pyreqwest_st 1048576 B c= 50 round=2/3 1011.1 req/s +h1 stream curl_cffi_blocking 1024 B c=100 round=2/3 496.4 req/s +h1 full curl_cffi 131072 B c= 50 round=2/3 3337.3 req/s +h1 full curl_cffi_blocking 10240 B c=100 round=2/3 527.2 req/s +h1 stream pycurl 65536 B c=100 round=2/3 2188.4 req/s +h1 stream niquests_blocking 2097152 B c=100 round=2/3 90.3 req/s +h1 full curl_cffi_blocking 65536 B c= 10 round=2/3 482.0 req/s +h1 stream ry_blocking 1024 B c=100 round=2/3 4563.1 req/s +h1 full wreq 1048576 B c=100 round=2/3 3944.2 req/s +h1 stream pyreqwest_mt 1024 B c= 10 round=2/3 2867.3 req/s +h1 full pycurl 10240 B c= 10 round=2/3 12071.1 req/s +h1 stream ry 1048576 B c= 10 round=2/3 311.9 req/s +h1 full niquests 65536 B c=100 round=2/3 2026.6 req/s +h1 stream requests 65536 B c=100 round=2/3 732.1 req/s +h1 stream pyreqwest_mt 1048576 B c=150 round=2/3 589.8 req/s +h1 stream aiohttp 2097152 B c=150 round=2/3 733.9 req/s +h1 stream wreq_blocking 4194304 B c=150 round=2/3 255.8 req/s +h1 stream wreq_st 65536 B c=100 round=2/3 6461.3 req/s +h1 stream pyreqwest_st 10240 B c=150 round=2/3 2738.8 req/s +h1 full ry_blocking 4194304 B c= 50 round=2/3 924.1 req/s +h1 stream ry 1024 B c=100 round=2/3 1639.2 req/s +h1 full httpx_blocking 65536 B c= 50 round=2/3 1125.1 req/s +h1 stream httpx_blocking 65536 B c= 10 round=2/3 775.2 req/s +h1 stream wreq_blocking 10240 B c= 10 round=2/3 553.9 req/s +h1 full niquests 1024 B c= 10 round=2/3 2347.6 req/s +h1 full wreq 10240 B c= 10 round=2/3 26436.8 req/s +h1 full httpx 65536 B c= 50 round=2/3 710.0 req/s +h1 full httpx_blocking 1024 B c= 10 round=2/3 1785.1 req/s +h1 stream ry_blocking 2097152 B c=100 round=2/3 958.4 req/s +h1 stream niquests_blocking 4194304 B c= 10 round=2/3 49.5 req/s +h1 full httpx 1048576 B c=100 round=2/3 225.0 req/s +h1 stream pycurl 1048576 B c=150 round=2/3 276.8 req/s +h1 stream curl_cffi_blocking 131072 B c=150 round=2/3 417.9 req/s +h1 full httpx 10240 B c= 50 round=2/3 859.7 req/s +h1 full curl_cffi_blocking 65536 B c=100 round=2/3 476.1 req/s +h1 stream requests 4194304 B c=150 round=2/3 49.9 req/s +h1 stream httpx 4194304 B c= 10 round=2/3 153.6 req/s +h1 full pycurl 10240 B c= 50 round=2/3 10703.4 req/s +h1 full wreq_blocking 2097152 B c= 10 round=2/3 906.8 req/s +h1 full pyreqwest_st 10240 B c= 10 round=2/3 4754.3 req/s +h1 full requests 1048576 B c= 10 round=2/3 195.0 req/s +h1 full niquests_blocking 1048576 B c=100 round=2/3 187.2 req/s +h1 full curl_cffi_blocking 131072 B c=150 round=2/3 449.0 req/s +h1 full ry 2097152 B c= 10 round=2/3 896.0 req/s +h1 full curl_cffi_blocking 4194304 B c=100 round=2/3 79.9 req/s +h1 full aiohttp 131072 B c= 10 round=2/3 6258.8 req/s +h1 stream pyreqwest_st 2097152 B c= 50 round=2/3 285.7 req/s +h1 stream pycurl 2097152 B c= 50 round=2/3 156.4 req/s +h1 stream curl_cffi 4194304 B c= 50 round=2/3 129.5 req/s +h1 stream ry 4194304 B c= 10 round=2/3 246.7 req/s +h1 stream wreq 1048576 B c=100 round=2/3 3664.8 req/s +h1 stream pyreqwest_st 1048576 B c=100 round=2/3 392.8 req/s +h1 full curl_cffi 4194304 B c= 10 round=2/3 177.4 req/s +h1 stream pyreqwest_st 10240 B c= 10 round=2/3 2522.8 req/s +h1 full ry 4194304 B c= 50 round=2/3 623.2 req/s +h1 full httpx 2097152 B c=150 round=2/3 128.2 req/s +h1 full httpx 10240 B c= 10 round=2/3 1392.0 req/s +h1 full requests 65536 B c= 50 round=2/3 977.5 req/s +h1 full wreq_st 2097152 B c=150 round=2/3 563.4 req/s +h1 full wreq_blocking 4194304 B c= 10 round=2/3 555.9 req/s +h1 full httpx_blocking 2097152 B c=150 round=2/3 97.0 req/s +h1 full ry 2097152 B c= 50 round=2/3 1035.3 req/s +h1 stream requests 4194304 B c= 10 round=2/3 50.3 req/s +h1 stream niquests 131072 B c=150 round=2/3 1282.0 req/s +h1 stream requests 10240 B c= 50 round=2/3 1271.6 req/s +h1 stream wreq_blocking 4194304 B c= 50 round=2/3 257.3 req/s +h1 stream ry 65536 B c= 50 round=2/3 1031.5 req/s +h1 stream ry 1024 B c=150 round=2/3 1670.3 req/s +h1 stream pyreqwest_mt 65536 B c= 50 round=2/3 1758.2 req/s +h1 full ry 1048576 B c=150 round=2/3 1485.2 req/s +h1 stream pycurl 4194304 B c=150 round=2/3 82.8 req/s +h1 stream wreq_blocking 1024 B c=150 round=2/3 543.5 req/s +h1 full niquests 1048576 B c= 50 round=2/3 700.8 req/s +h1 full requests 1048576 B c= 50 round=2/3 189.3 req/s +h1 stream ry_blocking 4194304 B c= 50 round=2/3 746.8 req/s +h1 stream pyreqwest_st 2097152 B c= 10 round=2/3 291.5 req/s +h1 full curl_cffi 1024 B c=100 round=2/3 4976.4 req/s +h1 stream wreq_blocking 131072 B c= 50 round=2/3 520.6 req/s +h1 full wreq 1048576 B c= 10 round=2/3 5001.5 req/s +h1 stream httpx 131072 B c=100 round=2/3 411.8 req/s +h1 full pycurl 2097152 B c=100 round=2/3 220.6 req/s +h1 full pyreqwest_st 2097152 B c= 50 round=2/3 579.8 req/s +h1 full niquests_blocking 4194304 B c= 50 round=2/3 52.7 req/s +h1 full ry 131072 B c=100 round=2/3 2466.7 req/s +h1 stream ry_blocking 1024 B c= 10 round=2/3 5191.5 req/s +h1 stream curl_cffi_blocking 10240 B c= 10 round=2/3 515.9 req/s +h1 stream pycurl 1024 B c=150 round=2/3 5618.8 req/s +h1 full pycurl 2097152 B c= 10 round=2/3 211.1 req/s +h1 full pycurl 1048576 B c= 10 round=2/3 414.3 req/s +h1 full wreq 131072 B c= 10 round=2/3 19414.4 req/s +h1 full httpx_blocking 1024 B c=150 round=2/3 1678.2 req/s +h1 full wreq_st 4194304 B c=150 round=2/3 297.5 req/s +h1 full wreq 1024 B c=150 round=2/3 68115.4 req/s +h1 stream niquests 1024 B c=100 round=2/3 2176.4 req/s +h1 stream niquests_blocking 1048576 B c=150 round=2/3 153.0 req/s +h1 full wreq_st 10240 B c= 10 round=2/3 24893.4 req/s +h1 stream niquests_blocking 2097152 B c= 50 round=2/3 88.2 req/s +h1 stream wreq 10240 B c= 10 round=2/3 15030.9 req/s +h1 full wreq_blocking 10240 B c= 50 round=2/3 3537.3 req/s +h1 full ry_blocking 1024 B c=100 round=2/3 7389.2 req/s +h1 stream curl_cffi 1024 B c= 10 round=2/3 3600.1 req/s +h1 stream niquests 2097152 B c= 10 round=2/3 363.3 req/s +h1 full wreq_blocking 1024 B c=150 round=2/3 3265.0 req/s +h1 full ry_blocking 4194304 B c=100 round=2/3 896.2 req/s +h1 full niquests_blocking 1048576 B c=150 round=2/3 186.3 req/s +h1 stream wreq_blocking 131072 B c=100 round=2/3 497.2 req/s +h1 full pyreqwest_st 1024 B c= 50 round=2/3 4376.3 req/s +h1 full curl_cffi_blocking 65536 B c= 50 round=2/3 507.3 req/s +h1 stream ry_blocking 1024 B c=150 round=2/3 4425.9 req/s +h1 stream pyreqwest_st 4194304 B c=150 round=2/3 174.4 req/s +h1 stream niquests 4194304 B c=150 round=2/3 208.2 req/s +h1 full niquests_blocking 2097152 B c= 10 round=2/3 101.7 req/s +h1 stream pycurl 2097152 B c=100 round=2/3 154.5 req/s +h1 full pyreqwest_st 2097152 B c=150 round=2/3 569.7 req/s +h1 stream niquests 4194304 B c=100 round=2/3 196.7 req/s +h1 full pyreqwest_mt 1048576 B c= 10 round=2/3 3285.4 req/s +h1 full curl_cffi 1024 B c=150 round=2/3 6519.6 req/s +h1 full aiohttp 1024 B c= 10 round=2/3 8038.7 req/s +h1 stream pyreqwest_mt 4194304 B c= 50 round=2/3 418.4 req/s +h1 stream pycurl 10240 B c= 50 round=2/3 6390.0 req/s +h1 stream wreq_st 1024 B c=150 round=2/3 13575.1 req/s +h1 full curl_cffi_blocking 131072 B c= 10 round=2/3 474.5 req/s +h1 stream curl_cffi 10240 B c= 10 round=2/3 3481.3 req/s +h1 full pyreqwest_mt 10240 B c=100 round=2/3 7574.7 req/s +h1 full httpx 4194304 B c=100 round=2/3 83.4 req/s +h1 stream curl_cffi_blocking 1024 B c= 50 round=2/3 526.8 req/s +h1 full niquests_blocking 1048576 B c= 10 round=2/3 191.4 req/s +h1 stream niquests_blocking 65536 B c=150 round=2/3 765.3 req/s +h1 stream ry 131072 B c=150 round=2/3 1017.4 req/s +h1 stream pycurl 131072 B c=150 round=2/3 1726.7 req/s +h1 stream curl_cffi 10240 B c=100 round=2/3 4264.9 req/s +h1 stream ry_blocking 1048576 B c=150 round=2/3 1103.8 req/s +h1 full curl_cffi 10240 B c=150 round=2/3 5356.8 req/s +h1 full ry_blocking 1048576 B c=100 round=2/3 3505.2 req/s +h1 stream ry 1048576 B c=100 round=2/3 374.4 req/s +h1 full curl_cffi_blocking 1048576 B c=150 round=2/3 240.1 req/s +h1 full ry 1024 B c=150 round=2/3 2895.6 req/s +h1 stream curl_cffi 131072 B c= 50 round=2/3 2257.0 req/s +h1 stream wreq_blocking 4194304 B c= 10 round=2/3 260.0 req/s +h1 stream ry 2097152 B c= 50 round=2/3 322.0 req/s +h1 stream httpx 131072 B c= 10 round=2/3 1040.3 req/s +h1 full ry 65536 B c= 10 round=2/3 2287.6 req/s +h1 full wreq 4194304 B c= 10 round=2/3 832.0 req/s +h1 stream httpx 1048576 B c= 10 round=2/3 348.5 req/s +h1 full niquests_blocking 65536 B c= 50 round=2/3 1007.4 req/s +h1 full wreq_blocking 65536 B c=100 round=2/3 3221.1 req/s +h1 stream curl_cffi_blocking 131072 B c= 50 round=2/3 430.4 req/s +h1 full wreq_blocking 4194304 B c= 50 round=2/3 535.9 req/s +h1 full httpx_blocking 4194304 B c=150 round=2/3 50.3 req/s +h1 full httpx_blocking 1048576 B c=150 round=2/3 181.3 req/s +h1 full wreq_st 131072 B c=150 round=2/3 7675.8 req/s +h1 stream pyreqwest_mt 4194304 B c= 10 round=2/3 372.3 req/s +h1 stream httpx 131072 B c=150 round=2/3 404.5 req/s +h1 stream pyreqwest_mt 65536 B c=100 round=2/3 1827.6 req/s +h1 full wreq_st 131072 B c=100 round=2/3 8345.2 req/s +h1 stream niquests 2097152 B c=100 round=2/3 357.9 req/s +h1 stream niquests 10240 B c=100 round=2/3 2179.8 req/s +h1 stream httpx 1048576 B c=100 round=2/3 177.2 req/s +h1 full curl_cffi 1048576 B c=100 round=2/3 660.2 req/s +h1 full httpx_blocking 10240 B c= 10 round=2/3 1795.6 req/s +h1 full wreq 10240 B c=150 round=2/3 78695.5 req/s +h1 full wreq_blocking 1024 B c=100 round=2/3 3462.8 req/s +h1 stream httpx_blocking 4194304 B c=100 round=2/3 44.8 req/s +h1 stream pyreqwest_mt 131072 B c= 10 round=2/3 1464.6 req/s +h1 full wreq 1024 B c= 10 round=2/3 29053.2 req/s +h1 full pyreqwest_mt 1024 B c=150 round=2/3 7978.3 req/s +h1 full niquests 10240 B c=150 round=2/3 2340.0 req/s +h1 stream curl_cffi 4194304 B c=150 round=2/3 116.3 req/s +h1 stream ry_blocking 10240 B c=100 round=2/3 4837.3 req/s +h1 stream pycurl 65536 B c= 50 round=2/3 2508.9 req/s +h1 full aiohttp 65536 B c= 10 round=2/3 7444.1 req/s +h1 stream httpx 4194304 B c=100 round=2/3 81.6 req/s +h1 full niquests_blocking 65536 B c= 10 round=2/3 1060.5 req/s +h1 stream niquests 131072 B c= 10 round=2/3 1451.1 req/s +h1 full curl_cffi 10240 B c= 50 round=2/3 6429.3 req/s +h1 full pyreqwest_mt 2097152 B c=100 round=2/3 1841.9 req/s +h1 stream requests 10240 B c=150 round=2/3 1231.0 req/s +h1 full pyreqwest_st 131072 B c= 10 round=2/3 3333.9 req/s +h1 stream httpx 4194304 B c= 50 round=2/3 130.7 req/s +h1 stream pyreqwest_st 10240 B c=100 round=2/3 2525.6 req/s +h1 full wreq_st 4194304 B c=100 round=2/3 306.7 req/s +h1 full ry_blocking 2097152 B c=150 round=2/3 1750.5 req/s +h1 full httpx 1048576 B c= 50 round=2/3 263.1 req/s +h1 stream niquests_blocking 1048576 B c=100 round=2/3 152.3 req/s +h1 stream wreq_blocking 1024 B c=100 round=2/3 550.8 req/s +h1 stream pyreqwest_mt 1024 B c= 50 round=2/3 3442.3 req/s +h1 full httpx_blocking 1024 B c=150 round=3/3 1685.8 req/s +h1 full pyreqwest_mt 4194304 B c=100 round=3/3 901.1 req/s +h1 stream wreq_blocking 1024 B c=100 round=3/3 545.8 req/s +h1 stream curl_cffi 131072 B c=150 round=3/3 2118.9 req/s +h1 full pyreqwest_st 131072 B c= 10 round=3/3 3381.5 req/s +h1 stream niquests 65536 B c= 50 round=3/3 1740.3 req/s +h1 stream wreq_blocking 131072 B c= 10 round=3/3 517.2 req/s +h1 stream aiohttp 131072 B c=100 round=3/3 4757.0 req/s +h1 full httpx 131072 B c=150 round=3/3 549.8 req/s +h1 full ry_blocking 2097152 B c= 10 round=3/3 2219.7 req/s +h1 stream ry_blocking 10240 B c= 50 round=3/3 5065.0 req/s +h1 stream pyreqwest_st 10240 B c= 50 round=3/3 2579.9 req/s +h1 stream requests 1024 B c=150 round=3/3 1211.4 req/s +h1 full wreq_blocking 4194304 B c= 10 round=3/3 572.0 req/s +h1 stream ry 65536 B c=150 round=3/3 1033.8 req/s +h1 full pyreqwest_st 2097152 B c= 10 round=3/3 566.4 req/s +h1 stream curl_cffi 1048576 B c= 50 round=3/3 433.6 req/s +h1 full curl_cffi 1048576 B c= 10 round=3/3 653.7 req/s +h1 full ry_blocking 1024 B c= 10 round=3/3 8876.2 req/s +h1 stream pyreqwest_mt 1024 B c=150 round=3/3 3544.8 req/s +h1 full niquests 1048576 B c= 10 round=3/3 687.5 req/s +h1 stream wreq_st 4194304 B c=100 round=3/3 209.9 req/s +h1 stream pyreqwest_st 1024 B c=100 round=3/3 2689.4 req/s +h1 full curl_cffi 2097152 B c=100 round=3/3 314.5 req/s +h1 full pycurl 10240 B c=100 round=3/3 10324.1 req/s +h1 full httpx 131072 B c= 10 round=3/3 1195.3 req/s +h1 full niquests 1048576 B c=100 round=3/3 711.8 req/s +h1 stream pycurl 10240 B c=150 round=3/3 5625.6 req/s +h1 full wreq_blocking 131072 B c= 50 round=3/3 3293.3 req/s +h1 stream wreq 4194304 B c=100 round=3/3 914.2 req/s +h1 stream niquests 1048576 B c= 10 round=3/3 489.1 req/s +h1 full requests 2097152 B c=100 round=3/3 103.6 req/s +h1 full wreq 1024 B c= 10 round=3/3 28422.0 req/s +h1 stream niquests 131072 B c=100 round=3/3 1399.1 req/s +h1 stream aiohttp 4194304 B c=100 round=3/3 388.0 req/s +h1 full niquests 10240 B c= 10 round=3/3 2326.7 req/s +h1 full wreq 65536 B c= 50 round=3/3 51342.5 req/s +h1 full pyreqwest_st 65536 B c=100 round=3/3 3861.9 req/s +h1 stream ry_blocking 10240 B c=150 round=3/3 4553.8 req/s +h1 stream ry 65536 B c= 50 round=3/3 1035.1 req/s +h1 full curl_cffi 2097152 B c= 50 round=3/3 358.6 req/s +h1 full niquests 1048576 B c=150 round=3/3 717.3 req/s +h1 full wreq_blocking 65536 B c= 50 round=3/3 3411.5 req/s +h1 full httpx 131072 B c=100 round=3/3 621.7 req/s +h1 stream curl_cffi 1024 B c=100 round=3/3 4448.9 req/s +h1 stream niquests_blocking 1024 B c=100 round=3/3 1288.6 req/s +h1 full aiohttp 65536 B c= 50 round=3/3 8109.1 req/s +h1 full curl_cffi_blocking 1048576 B c=150 round=3/3 240.7 req/s +h1 stream wreq 1024 B c= 10 round=3/3 14868.1 req/s +h1 full aiohttp 4194304 B c=100 round=3/3 356.6 req/s +h1 stream requests 2097152 B c= 50 round=3/3 89.3 req/s +h1 full pyreqwest_mt 131072 B c=100 round=3/3 7207.1 req/s +h1 full pyreqwest_mt 2097152 B c=100 round=3/3 1749.0 req/s +h1 stream pyreqwest_mt 65536 B c=150 round=3/3 1849.3 req/s +h1 full aiohttp 2097152 B c=150 round=3/3 786.3 req/s +h1 stream niquests_blocking 65536 B c= 50 round=3/3 772.1 req/s +h1 full wreq_blocking 65536 B c=150 round=3/3 3056.4 req/s +h1 stream pyreqwest_mt 4194304 B c=100 round=3/3 418.9 req/s +h1 stream httpx_blocking 2097152 B c= 10 round=3/3 82.1 req/s +h1 stream pyreqwest_mt 65536 B c=100 round=3/3 1842.7 req/s +h1 full curl_cffi_blocking 4194304 B c= 10 round=3/3 85.6 req/s +h1 full niquests 65536 B c=100 round=3/3 2042.7 req/s +h1 stream pyreqwest_mt 2097152 B c=100 round=3/3 524.2 req/s +h1 full niquests 2097152 B c=150 round=3/3 410.5 req/s +h1 full niquests_blocking 131072 B c=150 round=3/3 759.9 req/s +h1 stream pyreqwest_st 2097152 B c=150 round=3/3 280.8 req/s +h1 stream pyreqwest_st 4194304 B c=150 round=3/3 174.8 req/s +h1 stream curl_cffi 4194304 B c= 50 round=3/3 129.1 req/s +h1 stream wreq 2097152 B c= 10 round=3/3 2105.4 req/s +h1 full ry 2097152 B c=100 round=3/3 989.5 req/s +h1 stream ry 1048576 B c=150 round=3/3 380.0 req/s +h1 full pyreqwest_st 65536 B c=150 round=3/3 3487.8 req/s +h1 stream pycurl 1024 B c= 10 round=3/3 6678.6 req/s +h1 full wreq_st 2097152 B c=100 round=3/3 570.8 req/s +h1 stream ry_blocking 1024 B c=150 round=3/3 4505.7 req/s +h1 full pyreqwest_mt 4194304 B c=150 round=3/3 822.6 req/s +h1 full requests 10240 B c= 10 round=3/3 1462.1 req/s +h1 stream wreq_st 2097152 B c= 10 round=3/3 391.7 req/s +h1 stream wreq_st 4194304 B c=150 round=3/3 201.7 req/s +h1 stream niquests 10240 B c=150 round=3/3 2272.8 req/s +h1 full wreq 131072 B c= 10 round=3/3 19827.7 req/s +h1 full wreq_st 1048576 B c=150 round=3/3 927.0 req/s +h1 full pycurl 4194304 B c= 10 round=3/3 107.4 req/s +h1 full pyreqwest_mt 2097152 B c= 50 round=3/3 1947.6 req/s +h1 full curl_cffi 4194304 B c= 50 round=3/3 172.3 req/s +h1 full curl_cffi 1048576 B c=100 round=3/3 656.3 req/s +h1 full wreq_blocking 65536 B c=100 round=3/3 3240.8 req/s +h1 stream wreq_blocking 4194304 B c=150 round=3/3 253.7 req/s +h1 stream ry 1024 B c= 50 round=3/3 1658.0 req/s +h1 stream httpx_blocking 10240 B c=100 round=3/3 1457.5 req/s +h1 full niquests_blocking 10240 B c= 10 round=3/3 1550.1 req/s +h1 full ry 1024 B c=150 round=3/3 2847.0 req/s +h1 stream curl_cffi_blocking 1048576 B c= 10 round=3/3 177.1 req/s +h1 stream pycurl 131072 B c=150 round=3/3 1685.6 req/s +h1 full wreq_blocking 1024 B c=100 round=3/3 3435.1 req/s +h1 full requests 65536 B c=150 round=3/3 934.6 req/s +h1 stream ry_blocking 2097152 B c= 10 round=3/3 1026.9 req/s +h1 full niquests_blocking 2097152 B c=100 round=3/3 101.7 req/s +h1 full ry_blocking 1048576 B c= 10 round=3/3 4585.7 req/s +h1 full curl_cffi_blocking 1048576 B c= 50 round=3/3 232.2 req/s +h1 stream wreq 2097152 B c= 50 round=3/3 1905.2 req/s +h1 stream ry_blocking 2097152 B c=150 round=3/3 917.4 req/s +h1 full niquests_blocking 1024 B c= 50 round=3/3 1504.9 req/s +h1 stream aiohttp 4194304 B c= 10 round=3/3 389.3 req/s +h1 full pyreqwest_mt 1048576 B c= 50 round=3/3 3294.2 req/s +h1 full pycurl 65536 B c= 50 round=3/3 4236.4 req/s +h1 full niquests 1024 B c= 10 round=3/3 2363.1 req/s +h1 stream curl_cffi 2097152 B c=150 round=3/3 221.9 req/s +h1 stream httpx_blocking 1024 B c=150 round=3/3 1405.7 req/s +h1 full httpx_blocking 2097152 B c= 50 round=3/3 94.9 req/s +h1 full ry 131072 B c= 50 round=3/3 2681.7 req/s +h1 stream pyreqwest_st 1048576 B c= 10 round=3/3 390.7 req/s +h1 stream httpx_blocking 10240 B c= 10 round=3/3 1496.5 req/s +h1 full pycurl 2097152 B c=100 round=3/3 213.7 req/s +h1 stream wreq_blocking 1024 B c=150 round=3/3 547.7 req/s +h1 full wreq 10240 B c= 50 round=3/3 89475.6 req/s +h1 stream ry_blocking 1024 B c=100 round=3/3 4757.6 req/s +h1 stream niquests 10240 B c= 10 round=3/3 2033.8 req/s +h1 stream niquests 65536 B c= 10 round=3/3 1719.1 req/s +h1 stream pyreqwest_mt 10240 B c= 50 round=3/3 3356.1 req/s +h1 stream pyreqwest_st 131072 B c=150 round=3/3 1286.0 req/s +h1 stream pycurl 4194304 B c= 50 round=3/3 82.7 req/s +h1 full niquests 4194304 B c=100 round=3/3 210.5 req/s +h1 stream wreq_blocking 2097152 B c= 10 round=3/3 321.6 req/s +h1 full pycurl 1024 B c=100 round=3/3 10162.8 req/s +h1 stream wreq_blocking 131072 B c= 50 round=3/3 520.0 req/s +h1 stream niquests 1024 B c=100 round=3/3 2075.2 req/s +h1 full pycurl 1048576 B c=100 round=3/3 417.3 req/s +h1 stream pyreqwest_mt 4194304 B c= 10 round=3/3 372.2 req/s +h1 stream httpx 1024 B c= 50 round=3/3 736.6 req/s +h1 full wreq_blocking 2097152 B c= 10 round=3/3 945.2 req/s +h1 full httpx 2097152 B c=150 round=3/3 133.5 req/s +h1 full curl_cffi_blocking 65536 B c=150 round=3/3 488.5 req/s +h1 full wreq_st 1048576 B c= 50 round=3/3 1115.1 req/s +h1 stream ry 1024 B c=100 round=3/3 1664.6 req/s +h1 full curl_cffi 10240 B c= 10 round=3/3 5687.8 req/s +h1 full wreq_blocking 10240 B c= 50 round=3/3 3610.7 req/s +h1 stream pycurl 1048576 B c=100 round=3/3 277.3 req/s +h1 full httpx_blocking 2097152 B c=150 round=3/3 96.2 req/s +h1 stream niquests_blocking 131072 B c= 10 round=3/3 663.1 req/s +h1 full curl_cffi_blocking 1048576 B c= 10 round=3/3 232.1 req/s +h1 stream curl_cffi 4194304 B c= 10 round=3/3 133.2 req/s +h1 stream pyreqwest_mt 131072 B c=150 round=3/3 1814.4 req/s +h1 stream pyreqwest_mt 1048576 B c=150 round=3/3 584.3 req/s +h1 full wreq_st 65536 B c=150 round=3/3 15985.8 req/s +h1 full wreq 2097152 B c= 50 round=3/3 2124.1 req/s +h1 stream httpx_blocking 1048576 B c=150 round=3/3 140.5 req/s +h1 stream niquests 10240 B c= 50 round=3/3 2088.1 req/s +h1 stream httpx_blocking 2097152 B c=150 round=3/3 83.3 req/s +h1 full pycurl 131072 B c=150 round=3/3 2461.5 req/s +h1 full requests 10240 B c=150 round=3/3 1315.1 req/s +h1 full wreq 4194304 B c= 50 round=3/3 972.3 req/s +h1 stream httpx_blocking 131072 B c=150 round=3/3 593.7 req/s +h1 stream niquests_blocking 1048576 B c= 10 round=3/3 153.6 req/s +h1 full wreq 10240 B c=100 round=3/3 72323.9 req/s +h1 full curl_cffi 131072 B c=150 round=3/3 2885.2 req/s +h1 stream requests 2097152 B c=100 round=3/3 93.1 req/s +h1 full wreq_st 4194304 B c= 10 round=3/3 322.6 req/s +h1 stream niquests 2097152 B c= 50 round=3/3 356.1 req/s +h1 full pyreqwest_mt 65536 B c=150 round=3/3 7736.9 req/s +h1 stream wreq 4194304 B c=150 round=3/3 842.1 req/s +h1 full pyreqwest_mt 2097152 B c=150 round=3/3 1705.4 req/s +h1 full ry_blocking 1024 B c=150 round=3/3 6857.1 req/s +h1 stream wreq_blocking 2097152 B c=100 round=3/3 314.4 req/s +h1 stream niquests_blocking 131072 B c=150 round=3/3 615.8 req/s +h1 full wreq 4194304 B c=100 round=3/3 925.7 req/s +h1 stream pycurl 10240 B c=100 round=3/3 5858.2 req/s +h1 stream httpx 131072 B c= 50 round=3/3 454.9 req/s +h1 full curl_cffi_blocking 1024 B c=100 round=3/3 555.3 req/s +h1 stream wreq 2097152 B c=100 round=3/3 1825.7 req/s +h1 full curl_cffi_blocking 65536 B c= 10 round=3/3 506.9 req/s +h1 full httpx 65536 B c=150 round=3/3 674.5 req/s +h1 stream wreq 65536 B c= 10 round=3/3 11824.0 req/s +h1 stream pycurl 4194304 B c=100 round=3/3 81.3 req/s +h1 full wreq_st 131072 B c= 10 round=3/3 9656.7 req/s +h1 stream pyreqwest_st 131072 B c=100 round=3/3 1316.0 req/s +h1 stream wreq_st 1024 B c=100 round=3/3 21293.6 req/s +h1 stream curl_cffi_blocking 1024 B c=100 round=3/3 516.8 req/s +h1 stream curl_cffi_blocking 65536 B c= 50 round=3/3 457.0 req/s +h1 full ry 1024 B c= 50 round=3/3 2787.2 req/s +h1 full wreq 2097152 B c= 10 round=3/3 2388.1 req/s +h1 full aiohttp 131072 B c= 10 round=3/3 6146.9 req/s +h1 full ry_blocking 131072 B c= 10 round=3/3 8559.7 req/s +h1 full pyreqwest_st 4194304 B c= 50 round=3/3 328.4 req/s +h1 stream pyreqwest_mt 4194304 B c= 50 round=3/3 411.9 req/s +h1 stream curl_cffi 2097152 B c= 50 round=3/3 248.1 req/s +h1 stream curl_cffi 10240 B c=100 round=3/3 4193.7 req/s +h1 full aiohttp 65536 B c=150 round=3/3 6947.1 req/s +h1 full aiohttp 10240 B c= 10 round=3/3 7918.2 req/s +h1 full httpx_blocking 10240 B c=150 round=3/3 1663.1 req/s +h1 full pycurl 4194304 B c=100 round=3/3 109.5 req/s +h1 stream curl_cffi_blocking 65536 B c=150 round=3/3 452.1 req/s +h1 full pyreqwest_mt 65536 B c= 10 round=3/3 6839.7 req/s +h1 stream niquests_blocking 2097152 B c= 10 round=3/3 90.3 req/s +h1 stream wreq_blocking 1024 B c= 10 round=3/3 552.5 req/s +h1 full niquests_blocking 1048576 B c=100 round=3/3 185.7 req/s +h1 full wreq 2097152 B c=100 round=3/3 1960.5 req/s +h1 stream ry 10240 B c= 10 round=3/3 1434.8 req/s +h1 full ry 131072 B c=100 round=3/3 2607.1 req/s +h1 stream wreq_st 1048576 B c=150 round=3/3 590.6 req/s +h1 full niquests 1024 B c= 50 round=3/3 2353.8 req/s +h1 stream requests 131072 B c= 50 round=3/3 617.4 req/s +h1 stream pycurl 1024 B c= 50 round=3/3 6486.4 req/s +h1 full curl_cffi_blocking 1024 B c= 10 round=3/3 554.9 req/s +h1 stream niquests 4194304 B c=100 round=3/3 208.1 req/s +h1 full aiohttp 1048576 B c= 50 round=3/3 1346.3 req/s +h1 full pyreqwest_mt 65536 B c= 50 round=3/3 7582.6 req/s +h1 stream curl_cffi 10240 B c= 10 round=3/3 3474.8 req/s +h1 stream aiohttp 2097152 B c=150 round=3/3 768.7 req/s +h1 full httpx_blocking 10240 B c= 50 round=3/3 1741.8 req/s +h1 full httpx_blocking 4194304 B c=150 round=3/3 50.1 req/s +h1 stream pycurl 10240 B c= 50 round=3/3 6366.5 req/s +h1 full pyreqwest_mt 131072 B c= 50 round=3/3 7384.7 req/s +h1 stream aiohttp 131072 B c= 50 round=3/3 4532.1 req/s +h1 full ry_blocking 2097152 B c= 50 round=3/3 1911.9 req/s +h1 stream ry 10240 B c=150 round=3/3 1670.2 req/s +h1 stream wreq_st 10240 B c= 50 round=3/3 18756.6 req/s +h1 stream aiohttp 1024 B c= 50 round=3/3 7348.7 req/s +h1 stream niquests_blocking 131072 B c= 50 round=3/3 627.0 req/s +h1 full requests 10240 B c=100 round=3/3 1349.2 req/s +h1 stream httpx_blocking 65536 B c=150 round=3/3 741.7 req/s +h1 full httpx 4194304 B c= 50 round=3/3 136.9 req/s +h1 stream curl_cffi 2097152 B c=100 round=3/3 225.1 req/s +h1 stream curl_cffi_blocking 65536 B c=100 round=3/3 457.3 req/s +h1 full ry 65536 B c= 50 round=3/3 2720.0 req/s +h1 full ry_blocking 4194304 B c= 10 round=3/3 1034.2 req/s +h1 full curl_cffi 2097152 B c= 10 round=3/3 343.9 req/s +h1 full aiohttp 4194304 B c= 10 round=3/3 376.6 req/s +h1 stream pyreqwest_st 1024 B c= 50 round=3/3 2516.2 req/s +h1 full niquests 10240 B c=100 round=3/3 2263.3 req/s +h1 stream niquests_blocking 2097152 B c=100 round=3/3 91.2 req/s +h1 full httpx_blocking 4194304 B c= 50 round=3/3 49.4 req/s +h1 stream aiohttp 2097152 B c= 10 round=3/3 717.6 req/s +h1 stream httpx_blocking 131072 B c=100 round=3/3 609.3 req/s +h1 full httpx_blocking 131072 B c=150 round=3/3 792.4 req/s +h1 stream niquests_blocking 131072 B c=100 round=3/3 634.2 req/s +h1 full curl_cffi 2097152 B c=150 round=3/3 331.0 req/s +h1 stream curl_cffi 2097152 B c= 10 round=3/3 245.5 req/s +h1 stream niquests 131072 B c= 10 round=3/3 1480.8 req/s +h1 full wreq_st 10240 B c= 10 round=3/3 25087.2 req/s +h1 stream ry 10240 B c= 50 round=3/3 1681.0 req/s +h1 stream wreq_st 1024 B c=150 round=3/3 19458.6 req/s +h1 full pyreqwest_mt 10240 B c= 10 round=3/3 7283.5 req/s +h1 stream pyreqwest_st 2097152 B c=100 round=3/3 283.3 req/s +h1 full wreq_blocking 1048576 B c=100 round=3/3 1425.9 req/s +h1 stream ry_blocking 1048576 B c=150 round=3/3 1138.2 req/s +h1 stream niquests 1024 B c= 50 round=3/3 2189.2 req/s +h1 full curl_cffi_blocking 2097152 B c=150 round=3/3 153.3 req/s +h1 stream curl_cffi_blocking 4194304 B c= 50 round=3/3 65.7 req/s +h1 stream curl_cffi 1024 B c=150 round=3/3 4338.9 req/s +h1 full ry 10240 B c=100 round=3/3 2843.2 req/s +h1 full aiohttp 10240 B c=150 round=3/3 8613.3 req/s +h1 full wreq 131072 B c=150 round=3/3 29894.1 req/s +h1 stream wreq_blocking 4194304 B c= 50 round=3/3 257.7 req/s +h1 full pycurl 2097152 B c= 10 round=3/3 214.1 req/s +h1 full ry_blocking 1024 B c=100 round=3/3 7343.2 req/s +h1 stream wreq_blocking 1024 B c= 50 round=3/3 560.1 req/s +h1 full ry_blocking 2097152 B c=100 round=3/3 1868.0 req/s +h1 stream niquests 65536 B c=150 round=3/3 1718.1 req/s +h1 stream wreq_st 1048576 B c= 50 round=3/3 625.2 req/s +h1 stream pyreqwest_mt 10240 B c=100 round=3/3 3556.2 req/s +h1 stream aiohttp 131072 B c=150 round=3/3 4202.6 req/s +h1 stream wreq 10240 B c= 10 round=3/3 16501.7 req/s +h1 full aiohttp 1024 B c= 50 round=3/3 8590.6 req/s +h1 stream aiohttp 1024 B c= 10 round=3/3 7320.5 req/s +h1 stream curl_cffi 65536 B c=100 round=3/3 2687.2 req/s +h1 full ry_blocking 1048576 B c= 50 round=3/3 4061.0 req/s +h1 stream wreq_st 131072 B c=100 round=3/3 4295.9 req/s +h1 stream curl_cffi_blocking 4194304 B c=150 round=3/3 67.9 req/s +h1 full niquests 1024 B c=150 round=3/3 2336.5 req/s +h1 full httpx_blocking 1048576 B c= 10 round=3/3 176.1 req/s +h1 stream curl_cffi 65536 B c= 50 round=3/3 2704.9 req/s +h1 full httpx 10240 B c= 10 round=3/3 1483.4 req/s +h1 stream httpx_blocking 10240 B c=150 round=3/3 1369.3 req/s +h1 full pyreqwest_st 1048576 B c= 10 round=3/3 997.6 req/s +h1 full httpx 1048576 B c= 10 round=3/3 511.0 req/s +h1 full requests 65536 B c= 50 round=3/3 976.2 req/s +h1 stream pyreqwest_st 2097152 B c= 10 round=3/3 284.5 req/s +h1 full pycurl 1048576 B c= 50 round=3/3 419.0 req/s +h1 full pyreqwest_st 1048576 B c= 50 round=3/3 970.2 req/s +h1 full httpx_blocking 4194304 B c=100 round=3/3 48.2 req/s +h1 full pyreqwest_mt 1024 B c= 50 round=3/3 7926.2 req/s +h1 stream pyreqwest_mt 1024 B c=100 round=3/3 3544.6 req/s +h1 full pycurl 1024 B c=150 round=3/3 9405.2 req/s +h1 full httpx 2097152 B c= 10 round=3/3 305.0 req/s +h1 stream aiohttp 1024 B c=150 round=3/3 7921.7 req/s +h1 full ry 4194304 B c= 10 round=3/3 577.4 req/s +h1 stream httpx_blocking 4194304 B c=150 round=3/3 46.3 req/s +h1 full pyreqwest_st 10240 B c= 50 round=3/3 4212.7 req/s +h1 stream requests 2097152 B c= 10 round=3/3 92.1 req/s +h1 stream wreq_st 4194304 B c= 50 round=3/3 215.1 req/s +h1 full pyreqwest_st 1024 B c=100 round=3/3 4258.8 req/s +h1 stream wreq_blocking 65536 B c= 50 round=3/3 515.2 req/s +h1 full niquests_blocking 4194304 B c=100 round=3/3 53.5 req/s +h1 stream wreq 4194304 B c= 50 round=3/3 988.2 req/s +h1 full curl_cffi_blocking 10240 B c= 10 round=3/3 552.4 req/s +h1 full wreq_blocking 1024 B c= 50 round=3/3 3616.5 req/s +h1 stream wreq_st 131072 B c= 50 round=3/3 4704.3 req/s +h1 full ry 131072 B c=150 round=3/3 2600.6 req/s +h1 full pyreqwest_st 65536 B c= 50 round=3/3 3791.4 req/s +h1 stream pycurl 4194304 B c=150 round=3/3 82.6 req/s +h1 full ry_blocking 10240 B c= 50 round=3/3 7856.3 req/s +h1 stream httpx 1048576 B c=100 round=3/3 163.9 req/s +h1 full requests 4194304 B c=100 round=3/3 54.3 req/s +h1 stream curl_cffi 1048576 B c= 10 round=3/3 421.2 req/s +h1 stream curl_cffi 10240 B c= 50 round=3/3 4361.3 req/s +h1 stream ry 2097152 B c=150 round=3/3 332.1 req/s +h1 full ry_blocking 2097152 B c=150 round=3/3 1757.4 req/s +h1 full httpx 4194304 B c= 10 round=3/3 165.2 req/s +h1 stream wreq_blocking 1048576 B c= 50 round=3/3 365.2 req/s +h1 full wreq 131072 B c= 50 round=3/3 30465.8 req/s +h1 stream curl_cffi_blocking 1048576 B c=150 round=3/3 182.2 req/s +h1 full ry 4194304 B c= 50 round=3/3 617.6 req/s +h1 stream httpx 4194304 B c=150 round=3/3 72.1 req/s +h1 stream curl_cffi 131072 B c=100 round=3/3 2140.2 req/s +h1 full wreq_st 10240 B c=100 round=3/3 43230.4 req/s +h1 stream ry 1048576 B c= 50 round=3/3 376.6 req/s +h1 full wreq_blocking 2097152 B c= 50 round=3/3 952.6 req/s +h1 stream pycurl 131072 B c= 50 round=3/3 1849.8 req/s +h1 full curl_cffi_blocking 2097152 B c=100 round=3/3 147.0 req/s +h1 stream wreq_blocking 4194304 B c= 10 round=3/3 259.9 req/s +h1 stream pyreqwest_st 1048576 B c=100 round=3/3 388.9 req/s +h1 stream httpx_blocking 1024 B c= 50 round=3/3 1388.2 req/s +h1 stream wreq_blocking 1048576 B c=150 round=3/3 362.3 req/s +h1 full requests 65536 B c= 10 round=3/3 1029.9 req/s +h1 stream niquests_blocking 1024 B c=150 round=3/3 1283.7 req/s +h1 stream requests 65536 B c=150 round=3/3 738.6 req/s +h1 full httpx_blocking 65536 B c= 50 round=3/3 1139.4 req/s +h1 stream ry 4194304 B c= 50 round=3/3 279.4 req/s +h1 full niquests 10240 B c=150 round=3/3 2276.7 req/s +h1 full aiohttp 131072 B c= 50 round=3/3 5725.3 req/s +h1 full pyreqwest_mt 131072 B c=150 round=3/3 7288.7 req/s +h1 stream niquests 131072 B c= 50 round=3/3 1414.8 req/s +h1 stream pycurl 1024 B c=100 round=3/3 6074.2 req/s +h1 stream pyreqwest_st 65536 B c=150 round=3/3 1419.3 req/s +h1 full curl_cffi 4194304 B c=100 round=3/3 172.0 req/s +h1 stream niquests 1048576 B c=150 round=3/3 550.3 req/s +h1 stream wreq 131072 B c=150 round=3/3 15364.3 req/s +h1 stream requests 1048576 B c=150 round=3/3 156.1 req/s +h1 stream ry 1048576 B c=100 round=3/3 381.3 req/s +h1 stream wreq_st 1048576 B c=100 round=3/3 607.2 req/s +h1 full wreq_st 2097152 B c=150 round=3/3 565.0 req/s +h1 stream requests 10240 B c=100 round=3/3 1246.3 req/s +h1 full curl_cffi 1048576 B c= 50 round=3/3 667.6 req/s +h1 stream pycurl 131072 B c=100 round=3/3 1774.2 req/s +h1 full wreq_blocking 2097152 B c=150 round=3/3 873.3 req/s +h1 stream niquests_blocking 65536 B c= 10 round=3/3 792.3 req/s +h1 stream httpx 1048576 B c= 50 round=3/3 233.3 req/s +h1 full httpx_blocking 65536 B c=100 round=3/3 1090.3 req/s +h1 full ry_blocking 4194304 B c=100 round=3/3 894.9 req/s +h1 stream aiohttp 10240 B c=100 round=3/3 7408.2 req/s +h1 full ry 1024 B c=100 round=3/3 2877.0 req/s +h1 stream httpx 10240 B c=150 round=3/3 675.7 req/s +h1 full niquests_blocking 4194304 B c=150 round=3/3 53.1 req/s +h1 stream curl_cffi_blocking 2097152 B c= 50 round=3/3 114.0 req/s +h1 full wreq_blocking 131072 B c=100 round=3/3 3141.5 req/s +h1 full curl_cffi 1024 B c=150 round=3/3 6492.2 req/s +h1 stream aiohttp 1048576 B c= 10 round=3/3 966.1 req/s +h1 full wreq_blocking 1024 B c=150 round=3/3 3316.6 req/s +h1 stream httpx 131072 B c=150 round=3/3 399.5 req/s +h1 stream requests 1024 B c= 10 round=3/3 1280.3 req/s +h1 full curl_cffi 65536 B c= 10 round=3/3 4195.6 req/s +h1 full niquests 1024 B c=100 round=3/3 2230.5 req/s +h1 stream wreq_st 2097152 B c=100 round=3/3 353.2 req/s +h1 full ry_blocking 4194304 B c= 50 round=3/3 923.7 req/s +h1 stream wreq_st 131072 B c= 10 round=3/3 4922.4 req/s +h1 stream httpx 65536 B c= 10 round=3/3 1219.4 req/s +h1 full pyreqwest_mt 131072 B c= 10 round=3/3 6487.5 req/s +h1 stream pycurl 65536 B c=100 round=3/3 2407.4 req/s +h1 stream pyreqwest_st 65536 B c=100 round=3/3 1397.5 req/s +h1 stream requests 4194304 B c=150 round=3/3 51.0 req/s +h1 full niquests 131072 B c= 50 round=3/3 1758.1 req/s +h1 full niquests_blocking 10240 B c=150 round=3/3 1417.0 req/s +h1 stream niquests_blocking 10240 B c=150 round=3/3 1298.8 req/s +h1 full wreq_blocking 131072 B c= 10 round=3/3 3380.8 req/s +h1 stream requests 2097152 B c=150 round=3/3 93.0 req/s +h1 stream ry 4194304 B c= 10 round=3/3 247.8 req/s +h1 full niquests 2097152 B c=100 round=3/3 425.1 req/s +h1 stream wreq_blocking 131072 B c=150 round=3/3 499.6 req/s +h1 full httpx 1024 B c= 50 round=3/3 857.5 req/s +h1 full wreq 1048576 B c= 10 round=3/3 5369.2 req/s +h1 full httpx 65536 B c= 10 round=3/3 1348.3 req/s +h1 stream ry_blocking 2097152 B c= 50 round=3/3 1002.9 req/s +h1 stream wreq_st 10240 B c=150 round=3/3 14718.4 req/s +h1 stream httpx 4194304 B c= 50 round=3/3 134.3 req/s +h1 stream aiohttp 2097152 B c=100 round=3/3 745.7 req/s +h1 stream curl_cffi_blocking 65536 B c= 10 round=3/3 461.4 req/s +h1 stream wreq_st 10240 B c= 10 round=3/3 13539.2 req/s +h1 full curl_cffi 10240 B c=150 round=3/3 6005.2 req/s +h1 full curl_cffi 65536 B c=150 round=3/3 4073.1 req/s +h1 full pyreqwest_st 1048576 B c=150 round=3/3 972.1 req/s +h1 full ry 65536 B c=150 round=3/3 2672.9 req/s +h1 full curl_cffi_blocking 131072 B c=100 round=3/3 471.2 req/s +h1 stream niquests_blocking 4194304 B c= 50 round=3/3 49.0 req/s +h1 stream pyreqwest_mt 131072 B c= 10 round=3/3 1464.4 req/s +h1 full ry 2097152 B c=150 round=3/3 956.2 req/s +h1 full niquests_blocking 1048576 B c=150 round=3/3 188.2 req/s +h1 full curl_cffi_blocking 131072 B c=150 round=3/3 468.2 req/s +h1 stream httpx_blocking 4194304 B c= 10 round=3/3 45.1 req/s +h1 stream httpx 1024 B c=100 round=3/3 695.4 req/s +h1 full pyreqwest_mt 1048576 B c=100 round=3/3 3277.4 req/s +h1 stream niquests 2097152 B c= 10 round=3/3 380.6 req/s +h1 full wreq_blocking 2097152 B c=100 round=3/3 890.2 req/s +h1 stream pycurl 1048576 B c=150 round=3/3 279.3 req/s +h1 full niquests 131072 B c=150 round=3/3 1729.7 req/s +h1 stream requests 65536 B c= 50 round=3/3 774.5 req/s +h1 full curl_cffi 131072 B c= 10 round=3/3 3026.1 req/s +h1 stream pyreqwest_mt 2097152 B c=150 round=3/3 523.4 req/s +h1 full wreq 65536 B c= 10 round=3/3 22482.8 req/s +h1 full wreq_st 4194304 B c= 50 round=3/3 325.8 req/s +h1 full pyreqwest_mt 2097152 B c= 10 round=3/3 2065.9 req/s +h1 full niquests_blocking 4194304 B c= 50 round=3/3 53.2 req/s +h1 stream ry_blocking 10240 B c=100 round=3/3 4800.2 req/s +h1 stream requests 1048576 B c= 10 round=3/3 154.1 req/s +h1 full wreq_st 65536 B c=100 round=3/3 16263.4 req/s +h1 full curl_cffi_blocking 10240 B c=100 round=3/3 554.2 req/s +h1 stream wreq_blocking 65536 B c=100 round=3/3 518.2 req/s +h1 stream pyreqwest_mt 1024 B c= 50 round=3/3 3441.1 req/s +h1 stream ry_blocking 1048576 B c= 10 round=3/3 1195.1 req/s +h1 full requests 131072 B c=100 round=3/3 741.6 req/s +h1 full pycurl 131072 B c= 50 round=3/3 2696.1 req/s +h1 full requests 131072 B c= 10 round=3/3 804.1 req/s +h1 stream wreq_st 10240 B c=100 round=3/3 17358.6 req/s +h1 full wreq_blocking 65536 B c= 10 round=3/3 3443.1 req/s +h1 stream aiohttp 2097152 B c= 50 round=3/3 724.5 req/s +h1 stream httpx_blocking 65536 B c= 50 round=3/3 773.4 req/s +h1 stream wreq 131072 B c= 10 round=3/3 11803.2 req/s +h1 full niquests_blocking 1048576 B c= 50 round=3/3 190.0 req/s +h1 full requests 1048576 B c=150 round=3/3 186.9 req/s +h1 full ry_blocking 1048576 B c=100 round=3/3 3536.2 req/s +h1 full httpx 65536 B c= 50 round=3/3 740.9 req/s +h1 stream pyreqwest_mt 2097152 B c= 50 round=3/3 508.3 req/s +h1 stream ry_blocking 4194304 B c=100 round=3/3 722.6 req/s +h1 full httpx 10240 B c=100 round=3/3 839.1 req/s +h1 full httpx 131072 B c= 50 round=3/3 582.3 req/s +h1 full niquests 65536 B c=150 round=3/3 2070.9 req/s +h1 full wreq_st 1024 B c=100 round=3/3 46502.4 req/s +h1 stream pyreqwest_st 1048576 B c= 50 round=3/3 384.8 req/s +h1 full wreq 65536 B c=100 round=3/3 48098.0 req/s +h1 stream pyreqwest_mt 4194304 B c=150 round=3/3 415.7 req/s +h1 stream ry 1048576 B c= 10 round=3/3 337.2 req/s +h1 full wreq 1048576 B c=100 round=3/3 3839.3 req/s +h1 full wreq 1048576 B c= 50 round=3/3 4392.3 req/s +h1 full curl_cffi_blocking 65536 B c=100 round=3/3 510.4 req/s +h1 full wreq_st 1048576 B c=100 round=3/3 1028.7 req/s +h1 full aiohttp 1048576 B c= 10 round=3/3 1538.1 req/s +h1 full niquests_blocking 1024 B c=100 round=3/3 1462.4 req/s +h1 full wreq 1024 B c=100 round=3/3 95875.0 req/s +h1 stream requests 65536 B c=100 round=3/3 756.5 req/s +h1 full requests 1024 B c= 50 round=3/3 1398.1 req/s +h1 full niquests 131072 B c= 10 round=3/3 1793.6 req/s +h1 full aiohttp 1024 B c= 10 round=3/3 8323.5 req/s +h1 full httpx_blocking 65536 B c= 10 round=3/3 1164.6 req/s +h1 stream wreq 10240 B c= 50 round=3/3 21581.9 req/s +h1 full httpx 1024 B c= 10 round=3/3 1476.9 req/s +h1 stream ry_blocking 65536 B c=150 round=3/3 3023.8 req/s +h1 stream ry_blocking 4194304 B c= 50 round=3/3 748.9 req/s +h1 stream httpx 2097152 B c=150 round=3/3 104.8 req/s +h1 stream pycurl 1048576 B c= 50 round=3/3 278.7 req/s +h1 stream wreq 1024 B c=100 round=3/3 22550.7 req/s +h1 full curl_cffi_blocking 4194304 B c= 50 round=3/3 84.6 req/s +h1 full curl_cffi_blocking 10240 B c=150 round=3/3 553.1 req/s +h1 full pyreqwest_st 1024 B c=150 round=3/3 4354.0 req/s +h1 stream pyreqwest_st 10240 B c=100 round=3/3 2518.5 req/s +h1 full pyreqwest_st 10240 B c=100 round=3/3 4290.4 req/s +h1 full wreq_st 10240 B c= 50 round=3/3 42252.3 req/s +h1 full wreq_blocking 4194304 B c=100 round=3/3 504.9 req/s +h1 full ry 131072 B c= 10 round=3/3 2424.5 req/s +h1 stream ry 131072 B c=100 round=3/3 1040.1 req/s +h1 stream pyreqwest_st 4194304 B c= 50 round=3/3 191.5 req/s +h1 full httpx 4194304 B c=150 round=3/3 80.4 req/s +h1 stream httpx_blocking 1024 B c= 10 round=3/3 1562.9 req/s +h1 stream pycurl 1024 B c=150 round=3/3 5700.0 req/s +h1 full requests 65536 B c=100 round=3/3 970.2 req/s +h1 full aiohttp 1024 B c=100 round=3/3 8591.4 req/s +h1 full requests 1024 B c= 10 round=3/3 1478.5 req/s +h1 stream requests 4194304 B c= 50 round=3/3 50.4 req/s +h1 full httpx_blocking 1024 B c= 50 round=3/3 1793.5 req/s +h1 stream niquests_blocking 1024 B c= 50 round=3/3 1362.0 req/s +h1 full httpx 1048576 B c=100 round=3/3 225.2 req/s +h1 full wreq_blocking 1048576 B c= 10 round=3/3 1515.9 req/s +h1 full ry_blocking 65536 B c= 50 round=3/3 7828.9 req/s +h1 stream wreq_blocking 4194304 B c=100 round=3/3 252.6 req/s +h1 stream wreq_blocking 65536 B c=150 round=3/3 511.6 req/s +h1 stream httpx 1024 B c= 10 round=3/3 1332.5 req/s +h1 stream niquests_blocking 2097152 B c=150 round=3/3 91.6 req/s +h1 stream niquests 65536 B c=100 round=3/3 1461.4 req/s +h1 stream httpx_blocking 1048576 B c= 10 round=3/3 140.6 req/s +h1 full curl_cffi_blocking 1024 B c= 50 round=3/3 561.1 req/s +h1 full wreq_st 131072 B c= 50 round=3/3 7965.4 req/s +h1 full httpx_blocking 10240 B c=100 round=3/3 1705.0 req/s +h1 stream wreq_st 1048576 B c= 10 round=3/3 671.7 req/s +h1 full ry_blocking 65536 B c= 10 round=3/3 8721.8 req/s +h1 stream ry_blocking 131072 B c=100 round=3/3 3057.3 req/s +h1 full niquests_blocking 65536 B c= 10 round=3/3 1082.7 req/s +h1 full niquests_blocking 2097152 B c= 10 round=3/3 103.0 req/s +h1 stream niquests 2097152 B c=100 round=3/3 376.4 req/s +h1 stream wreq_st 65536 B c=150 round=3/3 5479.9 req/s +h1 full requests 131072 B c=150 round=3/3 754.1 req/s +h1 full pyreqwest_st 131072 B c=100 round=3/3 3295.8 req/s +h1 stream httpx_blocking 1048576 B c= 50 round=3/3 139.8 req/s +h1 stream pycurl 65536 B c=150 round=3/3 2328.7 req/s +h1 full niquests 2097152 B c= 50 round=3/3 418.8 req/s +h1 full pycurl 4194304 B c=150 round=3/3 110.8 req/s +h1 full ry_blocking 65536 B c=150 round=3/3 6746.5 req/s +h1 stream curl_cffi_blocking 1024 B c= 10 round=3/3 524.2 req/s +h1 full wreq_st 1024 B c=150 round=3/3 44500.5 req/s +h1 stream wreq_blocking 131072 B c=100 round=3/3 517.6 req/s +h1 full requests 4194304 B c= 50 round=3/3 54.0 req/s +h1 stream niquests_blocking 65536 B c=150 round=3/3 749.8 req/s +h1 full niquests_blocking 1024 B c= 10 round=3/3 1539.4 req/s +h1 full httpx_blocking 4194304 B c= 10 round=3/3 49.3 req/s +h1 stream curl_cffi 1048576 B c=150 round=3/3 410.2 req/s +h1 stream requests 1048576 B c= 50 round=3/3 155.7 req/s +h1 full aiohttp 2097152 B c= 50 round=3/3 795.7 req/s +h1 full niquests_blocking 2097152 B c= 50 round=3/3 101.9 req/s +h1 full ry 1048576 B c=150 round=3/3 1542.2 req/s +h1 full pyreqwest_mt 1024 B c= 10 round=3/3 7142.3 req/s +h1 stream niquests_blocking 1024 B c= 10 round=3/3 1421.1 req/s +h1 full pyreqwest_mt 4194304 B c= 10 round=3/3 974.7 req/s +h1 full wreq 4194304 B c= 10 round=3/3 936.2 req/s +h1 stream pycurl 2097152 B c= 50 round=3/3 155.7 req/s +h1 full requests 1024 B c=150 round=3/3 1364.9 req/s +h1 full curl_cffi_blocking 1024 B c=150 round=3/3 549.6 req/s +h1 stream pyreqwest_mt 65536 B c= 50 round=3/3 1774.7 req/s +h1 full niquests_blocking 65536 B c=100 round=3/3 1009.1 req/s +h1 stream pycurl 10240 B c= 10 round=3/3 6786.8 req/s +h1 full ry 10240 B c= 50 round=3/3 2668.1 req/s +h1 stream wreq 4194304 B c= 10 round=3/3 987.6 req/s +h1 stream requests 10240 B c=150 round=3/3 1230.2 req/s +h1 stream ry 10240 B c=100 round=3/3 1641.0 req/s +h1 full pycurl 2097152 B c= 50 round=3/3 220.2 req/s +h1 stream wreq 1048576 B c= 10 round=3/3 3929.1 req/s +h1 stream aiohttp 65536 B c= 10 round=3/3 5182.8 req/s +h1 full wreq 65536 B c=150 round=3/3 50009.9 req/s +h1 stream pycurl 131072 B c= 10 round=3/3 1801.0 req/s +h1 stream pycurl 65536 B c= 10 round=3/3 2481.5 req/s +h1 stream pyreqwest_st 1048576 B c=150 round=3/3 390.1 req/s +h1 stream pyreqwest_st 65536 B c= 50 round=3/3 1407.5 req/s +h1 full niquests_blocking 4194304 B c= 10 round=3/3 54.2 req/s +h1 full wreq 10240 B c=150 round=3/3 59965.4 req/s +h1 stream httpx 131072 B c= 10 round=3/3 1094.8 req/s +h1 stream niquests 131072 B c=150 round=3/3 1406.4 req/s +h1 full curl_cffi_blocking 131072 B c= 50 round=3/3 477.9 req/s +h1 full curl_cffi_blocking 2097152 B c= 10 round=3/3 146.4 req/s +h1 stream niquests_blocking 1048576 B c= 50 round=3/3 155.5 req/s +h1 stream httpx_blocking 1048576 B c=100 round=3/3 138.2 req/s +h1 stream aiohttp 131072 B c= 10 round=3/3 4722.0 req/s +h1 stream pyreqwest_mt 1048576 B c=100 round=3/3 575.7 req/s +h1 stream niquests_blocking 10240 B c= 50 round=3/3 1360.9 req/s +h1 full pyreqwest_mt 4194304 B c= 50 round=3/3 954.4 req/s +h1 full ry 2097152 B c= 10 round=3/3 944.8 req/s +h1 full curl_cffi 10240 B c=100 round=3/3 5343.1 req/s +h1 stream niquests 1024 B c= 10 round=3/3 2148.6 req/s +h1 stream curl_cffi_blocking 10240 B c=100 round=3/3 525.9 req/s +h1 stream requests 65536 B c= 10 round=3/3 792.7 req/s +h1 stream niquests 1024 B c=150 round=3/3 2283.4 req/s +h1 full niquests 2097152 B c= 10 round=3/3 403.3 req/s +h1 full pyreqwest_mt 1024 B c=150 round=3/3 7873.1 req/s +h1 stream wreq_blocking 2097152 B c= 50 round=3/3 323.3 req/s +h1 full curl_cffi 131072 B c=100 round=3/3 3107.8 req/s +h1 full ry 65536 B c=100 round=3/3 2646.1 req/s +h1 stream ry 2097152 B c= 10 round=3/3 285.1 req/s +h1 stream niquests 4194304 B c= 50 round=3/3 206.0 req/s +h1 full niquests_blocking 131072 B c= 50 round=3/3 777.8 req/s +h1 stream httpx 2097152 B c=100 round=3/3 117.2 req/s +h1 stream niquests 1048576 B c= 50 round=3/3 549.3 req/s +h1 stream wreq 1048576 B c= 50 round=3/3 4063.9 req/s +h1 full niquests_blocking 2097152 B c=150 round=3/3 100.3 req/s +h1 full httpx_blocking 131072 B c=100 round=3/3 809.3 req/s +h1 stream wreq 131072 B c= 50 round=3/3 19453.4 req/s +h1 stream httpx_blocking 2097152 B c=100 round=3/3 81.8 req/s +h1 full ry_blocking 65536 B c=100 round=3/3 7200.9 req/s +h1 full pyreqwest_mt 65536 B c=100 round=3/3 7683.3 req/s +h1 full aiohttp 65536 B c=100 round=3/3 7413.5 req/s +h1 stream niquests_blocking 4194304 B c=150 round=3/3 50.2 req/s +h1 stream httpx 1048576 B c= 10 round=3/3 361.2 req/s +h1 full requests 2097152 B c= 50 round=3/3 103.1 req/s +h1 stream aiohttp 4194304 B c= 50 round=3/3 416.5 req/s +h1 stream httpx_blocking 4194304 B c=100 round=3/3 45.3 req/s +h1 stream httpx 4194304 B c= 10 round=3/3 151.4 req/s +h1 stream curl_cffi 131072 B c= 10 round=3/3 2086.0 req/s +h1 full requests 1048576 B c= 50 round=3/3 189.9 req/s +h1 stream pyreqwest_st 2097152 B c= 50 round=3/3 295.0 req/s +h1 stream wreq_st 1024 B c= 50 round=3/3 23525.3 req/s +h1 stream curl_cffi_blocking 1024 B c= 50 round=3/3 527.6 req/s +h1 full wreq_st 65536 B c= 10 round=3/3 14331.8 req/s +h1 stream httpx 1024 B c=150 round=3/3 708.7 req/s +h1 full wreq_blocking 10240 B c=100 round=3/3 3481.1 req/s +h1 stream pycurl 2097152 B c= 10 round=3/3 153.0 req/s +h1 full wreq 131072 B c=100 round=3/3 29672.0 req/s +h1 stream pyreqwest_st 4194304 B c=100 round=3/3 178.8 req/s +h1 full curl_cffi 10240 B c= 50 round=3/3 6671.9 req/s +h1 full aiohttp 10240 B c= 50 round=3/3 8450.7 req/s +h1 full ry_blocking 10240 B c=150 round=3/3 6715.1 req/s +h1 stream pyreqwest_mt 1024 B c= 10 round=3/3 2905.7 req/s +h1 full requests 2097152 B c=150 round=3/3 103.8 req/s +h1 stream aiohttp 65536 B c= 50 round=3/3 5591.6 req/s +h1 stream aiohttp 1024 B c=100 round=3/3 8180.3 req/s +h1 stream niquests_blocking 1048576 B c=150 round=3/3 153.7 req/s +h1 stream ry_blocking 131072 B c= 50 round=3/3 3334.1 req/s +h1 stream curl_cffi_blocking 1048576 B c=100 round=3/3 176.7 req/s +h1 full pycurl 1024 B c= 50 round=3/3 11311.8 req/s +h1 full pyreqwest_st 4194304 B c= 10 round=3/3 312.6 req/s +h1 stream niquests_blocking 2097152 B c= 50 round=3/3 90.5 req/s +h1 stream pycurl 4194304 B c= 10 round=3/3 80.0 req/s +h1 full wreq_st 1024 B c= 10 round=3/3 28535.7 req/s +h1 stream wreq 10240 B c=100 round=3/3 24741.1 req/s +h1 full aiohttp 1048576 B c=150 round=3/3 1209.7 req/s +h1 full pyreqwest_st 2097152 B c=150 round=3/3 561.6 req/s +h1 full ry_blocking 1048576 B c=150 round=3/3 3361.3 req/s +h1 stream requests 131072 B c=100 round=3/3 613.6 req/s +h1 full niquests_blocking 65536 B c=150 round=3/3 994.8 req/s +h1 full wreq_st 4194304 B c=100 round=3/3 306.6 req/s +h1 stream curl_cffi 1024 B c= 10 round=3/3 3580.3 req/s +h1 stream curl_cffi_blocking 2097152 B c=150 round=3/3 117.8 req/s +h1 full pyreqwest_st 131072 B c= 50 round=3/3 3215.9 req/s +h1 full httpx_blocking 2097152 B c=100 round=3/3 95.3 req/s +h1 stream ry 131072 B c= 10 round=3/3 919.7 req/s +h1 full pyreqwest_st 10240 B c=150 round=3/3 4113.4 req/s +h1 full wreq_st 1024 B c= 50 round=3/3 49222.7 req/s +h1 stream niquests 10240 B c=100 round=3/3 2216.0 req/s +h1 full httpx_blocking 1048576 B c= 50 round=3/3 181.6 req/s +h1 full curl_cffi_blocking 10240 B c= 50 round=3/3 561.9 req/s +h1 stream ry_blocking 131072 B c=150 round=3/3 2989.5 req/s +h1 full requests 1048576 B c= 10 round=3/3 194.3 req/s +h1 full ry_blocking 10240 B c=100 round=3/3 7509.2 req/s +h1 full pyreqwest_st 131072 B c=150 round=3/3 3155.2 req/s +h1 stream curl_cffi 10240 B c=150 round=3/3 4209.6 req/s +h1 stream wreq 2097152 B c=150 round=3/3 1801.7 req/s +h1 stream ry_blocking 1024 B c= 50 round=3/3 5054.2 req/s +h1 full wreq 4194304 B c=150 round=3/3 886.3 req/s +h1 stream httpx_blocking 10240 B c= 50 round=3/3 1502.2 req/s +h1 stream httpx 10240 B c= 10 round=3/3 1274.5 req/s +h1 full aiohttp 4194304 B c= 50 round=3/3 381.8 req/s +h1 stream ry 131072 B c=150 round=3/3 1033.1 req/s +h1 full httpx_blocking 1024 B c= 10 round=3/3 1806.5 req/s +h1 stream httpx 65536 B c= 50 round=3/3 539.5 req/s +h1 stream niquests_blocking 65536 B c=100 round=3/3 767.5 req/s +h1 stream curl_cffi_blocking 131072 B c= 10 round=3/3 430.1 req/s +h1 full wreq_blocking 1024 B c= 10 round=3/3 3775.9 req/s +h1 stream niquests 4194304 B c= 10 round=3/3 204.2 req/s +h1 full httpx 65536 B c=100 round=3/3 684.3 req/s +h1 stream wreq_blocking 2097152 B c=150 round=3/3 320.7 req/s +h1 full pycurl 2097152 B c=150 round=3/3 213.3 req/s +h1 stream curl_cffi_blocking 10240 B c=150 round=3/3 521.1 req/s +h1 full ry 10240 B c=150 round=3/3 2875.4 req/s +h1 full curl_cffi 4194304 B c=150 round=3/3 177.7 req/s +h1 full ry 2097152 B c= 50 round=3/3 1018.2 req/s +h1 stream httpx_blocking 131072 B c= 10 round=3/3 620.9 req/s +h1 full httpx 2097152 B c= 50 round=3/3 189.6 req/s +h1 stream httpx 65536 B c=150 round=3/3 460.9 req/s +h1 full requests 131072 B c= 50 round=3/3 775.8 req/s +h1 stream pyreqwest_st 10240 B c=150 round=3/3 2697.2 req/s +h1 stream httpx_blocking 65536 B c= 10 round=3/3 785.4 req/s +h1 full ry 1048576 B c= 10 round=3/3 1408.1 req/s +h1 full aiohttp 2097152 B c= 10 round=3/3 746.9 req/s +h1 stream curl_cffi_blocking 10240 B c= 10 round=3/3 523.4 req/s +h1 stream pyreqwest_st 131072 B c= 50 round=3/3 1368.8 req/s +h1 full curl_cffi_blocking 1048576 B c=100 round=3/3 228.0 req/s +h1 stream pyreqwest_st 10240 B c= 10 round=3/3 2669.2 req/s +h1 stream requests 1048576 B c=100 round=3/3 156.9 req/s +h1 stream ry 1024 B c= 10 round=3/3 1372.2 req/s +h1 full curl_cffi 1024 B c= 10 round=3/3 5955.3 req/s +h1 stream wreq_blocking 10240 B c=150 round=3/3 545.3 req/s +h1 stream curl_cffi 65536 B c= 10 round=3/3 2417.7 req/s +h1 full pyreqwest_st 2097152 B c=100 round=3/3 552.3 req/s +h1 full wreq_st 10240 B c=150 round=3/3 41881.0 req/s +h1 full curl_cffi_blocking 131072 B c= 10 round=3/3 476.6 req/s +h1 full httpx_blocking 1048576 B c=150 round=3/3 182.2 req/s +h1 stream pyreqwest_mt 1048576 B c= 10 round=3/3 481.3 req/s +h1 stream niquests_blocking 10240 B c=100 round=3/3 1303.3 req/s +h1 stream httpx_blocking 4194304 B c= 50 round=3/3 45.5 req/s +h1 full wreq_blocking 10240 B c= 10 round=3/3 3822.8 req/s +h1 full ry 1048576 B c= 50 round=3/3 1612.7 req/s +h1 stream niquests_blocking 10240 B c= 10 round=3/3 1377.5 req/s +h1 stream ry_blocking 1024 B c= 10 round=3/3 5428.1 req/s +h1 stream ry_blocking 1048576 B c=100 round=3/3 1160.9 req/s +h1 full wreq_st 131072 B c=100 round=3/3 7836.2 req/s +h1 stream requests 4194304 B c=100 round=3/3 51.5 req/s +h1 full httpx_blocking 131072 B c= 50 round=3/3 851.0 req/s +h1 full pycurl 1048576 B c= 10 round=3/3 411.8 req/s +h1 full niquests 65536 B c= 10 round=3/3 2108.8 req/s +h1 stream requests 10240 B c= 50 round=3/3 1311.3 req/s +h1 stream wreq 1048576 B c=150 round=3/3 3440.1 req/s +h1 full wreq_blocking 10240 B c=150 round=3/3 3295.4 req/s +h1 stream httpx_blocking 1024 B c=100 round=3/3 1474.2 req/s +h1 full requests 2097152 B c= 10 round=3/3 105.4 req/s +h1 stream pycurl 2097152 B c=150 round=3/3 157.5 req/s +h1 full curl_cffi 1024 B c= 50 round=3/3 6201.3 req/s +h1 full niquests_blocking 1048576 B c= 10 round=3/3 195.5 req/s +h1 stream wreq_st 131072 B c=150 round=3/3 3832.1 req/s +h1 full wreq_blocking 4194304 B c=150 round=3/3 497.1 req/s +h1 stream httpx 2097152 B c= 50 round=3/3 191.4 req/s +h1 full httpx 10240 B c=150 round=3/3 772.3 req/s +h1 stream niquests 4194304 B c=150 round=3/3 196.7 req/s +h1 stream httpx 10240 B c= 50 round=3/3 713.5 req/s +h1 stream wreq_blocking 10240 B c= 50 round=3/3 561.7 req/s +h1 stream curl_cffi_blocking 1024 B c=150 round=3/3 520.4 req/s +h1 stream wreq_st 4194304 B c= 10 round=3/3 235.3 req/s +h1 full ry 1024 B c= 10 round=3/3 2584.3 req/s +h1 stream wreq 1024 B c= 50 round=3/3 26952.5 req/s +h1 full wreq_st 1048576 B c= 10 round=3/3 1154.6 req/s +h1 full pycurl 65536 B c= 10 round=3/3 4554.4 req/s +h1 full aiohttp 4194304 B c=150 round=3/3 323.2 req/s +h1 full pyreqwest_st 2097152 B c= 50 round=3/3 573.5 req/s +h1 full aiohttp 10240 B c=100 round=3/3 8232.0 req/s +h1 stream aiohttp 4194304 B c=150 round=3/3 423.4 req/s +h1 stream curl_cffi_blocking 1048576 B c= 50 round=3/3 177.7 req/s +h1 stream ry_blocking 4194304 B c=150 round=3/3 702.2 req/s +h1 full niquests_blocking 65536 B c= 50 round=3/3 1029.4 req/s +h1 full aiohttp 2097152 B c=100 round=3/3 665.8 req/s +h1 full niquests_blocking 10240 B c=100 round=3/3 1453.9 req/s +h1 full curl_cffi 4194304 B c= 10 round=3/3 173.9 req/s +h1 full niquests 65536 B c= 50 round=3/3 1969.9 req/s +h1 stream aiohttp 65536 B c=150 round=3/3 5310.9 req/s +h1 stream pyreqwest_st 1024 B c=150 round=3/3 2573.5 req/s +h1 stream httpx 131072 B c=100 round=3/3 415.1 req/s +h1 stream wreq_st 1024 B c= 10 round=3/3 14873.8 req/s +h1 full curl_cffi_blocking 2097152 B c= 50 round=3/3 146.9 req/s +h1 stream ry 131072 B c= 50 round=3/3 1036.7 req/s +h1 stream ry_blocking 1048576 B c= 50 round=3/3 1185.3 req/s +h1 full httpx_blocking 1048576 B c=100 round=3/3 179.3 req/s +h1 stream aiohttp 1048576 B c= 50 round=3/3 958.4 req/s +h1 stream pyreqwest_mt 10240 B c=150 round=3/3 3600.6 req/s +h1 full pyreqwest_mt 1024 B c=100 round=3/3 7933.4 req/s +h1 stream curl_cffi 1048576 B c=100 round=3/3 436.9 req/s +h1 stream wreq 65536 B c= 50 round=3/3 22136.2 req/s +h1 full curl_cffi_blocking 4194304 B c=100 round=3/3 84.3 req/s +h1 stream aiohttp 1048576 B c=100 round=3/3 1036.2 req/s +h1 stream wreq_st 2097152 B c=150 round=3/3 353.1 req/s +h1 full pyreqwest_mt 1048576 B c=150 round=3/3 3074.7 req/s +h1 stream aiohttp 10240 B c= 50 round=3/3 7111.3 req/s +h1 stream aiohttp 1048576 B c=150 round=3/3 1083.7 req/s +h1 stream niquests_blocking 4194304 B c= 10 round=3/3 49.9 req/s +h1 full httpx_blocking 1024 B c=100 round=3/3 1728.0 req/s +h1 stream httpx 65536 B c=100 round=3/3 458.3 req/s +h1 full httpx 4194304 B c=100 round=3/3 83.7 req/s +h1 stream requests 131072 B c= 10 round=3/3 653.8 req/s +h1 full httpx 1048576 B c=150 round=3/3 200.9 req/s +h1 full pyreqwest_st 4194304 B c=100 round=3/3 309.9 req/s +h1 full pycurl 65536 B c=150 round=3/3 3903.4 req/s +h1 full niquests 4194304 B c=150 round=3/3 221.5 req/s +h1 stream niquests_blocking 1048576 B c=100 round=3/3 156.4 req/s +h1 stream ry 1024 B c=150 round=3/3 1681.0 req/s +h1 stream wreq 10240 B c=150 round=3/3 23364.3 req/s +h1 full wreq_st 2097152 B c= 50 round=3/3 590.0 req/s +h1 stream requests 1024 B c=100 round=3/3 1253.2 req/s +h1 full httpx_blocking 65536 B c=150 round=3/3 1079.8 req/s +h1 full wreq_st 4194304 B c=150 round=3/3 296.8 req/s +h1 stream ry 2097152 B c= 50 round=3/3 327.4 req/s +h1 stream httpx 4194304 B c=100 round=3/3 83.5 req/s +h1 stream requests 4194304 B c= 10 round=3/3 50.9 req/s +h1 full aiohttp 1024 B c=150 round=3/3 8820.5 req/s +h1 stream curl_cffi_blocking 2097152 B c=100 round=3/3 112.9 req/s +h1 full pyreqwest_st 4194304 B c=150 round=3/3 302.8 req/s +h1 stream wreq 65536 B c=150 round=3/3 18734.2 req/s +h1 stream wreq 1048576 B c=100 round=3/3 3914.6 req/s +h1 stream wreq_blocking 1048576 B c=100 round=3/3 361.0 req/s +h1 stream httpx_blocking 65536 B c=100 round=3/3 752.4 req/s +h1 full pyreqwest_mt 10240 B c=100 round=3/3 8109.2 req/s +h1 stream pyreqwest_st 1024 B c= 10 round=3/3 2545.2 req/s +h1 full pyreqwest_mt 10240 B c= 50 round=3/3 7810.4 req/s +h1 full pyreqwest_mt 10240 B c=150 round=3/3 7841.9 req/s +h1 full httpx 1048576 B c= 50 round=3/3 261.4 req/s +h1 full pycurl 4194304 B c= 50 round=3/3 113.4 req/s +h1 stream curl_cffi_blocking 10240 B c= 50 round=3/3 525.9 req/s +h1 stream wreq_st 65536 B c= 10 round=3/3 7441.8 req/s +h1 full wreq_blocking 4194304 B c= 50 round=3/3 529.6 req/s +h1 stream niquests_blocking 4194304 B c=100 round=3/3 50.6 req/s +h1 stream pyreqwest_mt 65536 B c= 10 round=3/3 1531.1 req/s +h1 stream wreq_blocking 65536 B c= 10 round=3/3 524.7 req/s +h1 full pycurl 10240 B c=150 round=3/3 9186.0 req/s +h1 stream pyreqwest_st 65536 B c= 10 round=3/3 1391.7 req/s +h1 stream requests 10240 B c= 10 round=3/3 1335.1 req/s +h1 stream curl_cffi_blocking 4194304 B c=100 round=3/3 65.2 req/s +h1 full httpx_blocking 2097152 B c= 10 round=3/3 94.9 req/s +h1 full requests 4194304 B c=150 round=3/3 54.5 req/s +h1 full httpx_blocking 10240 B c= 10 round=3/3 1832.3 req/s +h1 full pycurl 10240 B c= 50 round=3/3 11289.0 req/s +h1 full curl_cffi 131072 B c= 50 round=3/3 3560.9 req/s +h1 full ry_blocking 10240 B c= 10 round=3/3 8992.1 req/s +h1 full httpx 2097152 B c=100 round=3/3 135.8 req/s +h1 full requests 4194304 B c= 10 round=3/3 54.0 req/s +h1 stream ry 65536 B c=100 round=3/3 1056.6 req/s +h1 stream pyreqwest_mt 131072 B c=100 round=3/3 1839.8 req/s +h1 stream httpx 10240 B c=100 round=3/3 710.8 req/s +h1 stream aiohttp 65536 B c=100 round=3/3 5432.3 req/s +h1 full httpx 1024 B c=100 round=3/3 822.9 req/s +h1 full pycurl 1024 B c= 10 round=3/3 13188.6 req/s +h1 full ry 10240 B c= 10 round=3/3 2474.4 req/s +h1 stream curl_cffi_blocking 131072 B c=100 round=3/3 428.0 req/s +h1 stream pycurl 1048576 B c= 10 round=3/3 275.0 req/s +h1 stream pyreqwest_st 4194304 B c= 10 round=3/3 190.8 req/s +h1 stream ry_blocking 2097152 B c=100 round=3/3 978.7 req/s +h1 full httpx 10240 B c= 50 round=3/3 844.9 req/s +h1 full aiohttp 1048576 B c=100 round=3/3 1424.8 req/s +h1 full curl_cffi 1024 B c=100 round=3/3 5461.6 req/s +h1 stream wreq_st 2097152 B c= 50 round=3/3 379.7 req/s +h1 full httpx 1024 B c=150 round=3/3 809.2 req/s +h1 full pycurl 65536 B c=100 round=3/3 4063.9 req/s +h1 stream ry_blocking 10240 B c= 10 round=3/3 5426.0 req/s +h1 stream aiohttp 10240 B c=150 round=3/3 7612.0 req/s +h1 full niquests 131072 B c=100 round=3/3 1704.4 req/s +h1 full niquests 4194304 B c= 50 round=3/3 220.7 req/s +h1 full pyreqwest_st 10240 B c= 10 round=3/3 4378.7 req/s +h1 full requests 1024 B c=100 round=3/3 1367.3 req/s +h1 stream ry_blocking 65536 B c= 50 round=3/3 3318.2 req/s +h1 full niquests 4194304 B c= 10 round=3/3 214.4 req/s +h1 full pyreqwest_mt 1048576 B c= 10 round=3/3 3275.9 req/s +h1 full niquests_blocking 131072 B c= 10 round=3/3 814.4 req/s +h1 stream curl_cffi 4194304 B c=150 round=3/3 116.3 req/s +h1 stream curl_cffi_blocking 131072 B c= 50 round=3/3 433.1 req/s +h1 full niquests 1048576 B c= 50 round=3/3 704.4 req/s +h1 full wreq_st 2097152 B c= 10 round=3/3 546.0 req/s +h1 stream pyreqwest_mt 131072 B c= 50 round=3/3 1736.5 req/s +h1 stream pyreqwest_st 131072 B c= 10 round=3/3 1382.8 req/s +h1 stream wreq 1024 B c=150 round=3/3 23549.3 req/s +h1 full pycurl 1048576 B c=150 round=3/3 416.3 req/s +h1 stream curl_cffi 1024 B c= 50 round=3/3 4324.8 req/s +h1 full niquests_blocking 1024 B c=150 round=3/3 1455.1 req/s +h1 stream pyreqwest_mt 1048576 B c= 50 round=3/3 561.9 req/s +h1 full ry_blocking 131072 B c= 50 round=3/3 7624.5 req/s +h1 full httpx_blocking 131072 B c= 10 round=3/3 851.8 req/s +h1 stream aiohttp 10240 B c= 10 round=3/3 6825.6 req/s +h1 stream curl_cffi_blocking 4194304 B c= 10 round=3/3 67.5 req/s +h1 stream ry 65536 B c= 10 round=3/3 906.1 req/s +h1 full wreq 10240 B c= 10 round=3/3 27947.0 req/s +h1 full pyreqwest_st 1048576 B c=100 round=3/3 938.0 req/s +h1 full ry 4194304 B c=100 round=3/3 595.5 req/s +h1 stream pycurl 2097152 B c=100 round=3/3 154.4 req/s +h1 stream httpx 2097152 B c= 10 round=3/3 252.2 req/s +h1 full wreq_st 131072 B c=150 round=3/3 7378.6 req/s +h1 stream curl_cffi_blocking 2097152 B c= 10 round=3/3 115.6 req/s +h1 stream wreq 131072 B c=100 round=3/3 17102.0 req/s +h1 stream httpx_blocking 2097152 B c= 50 round=3/3 82.9 req/s +h1 stream niquests 2097152 B c=150 round=3/3 386.1 req/s +h1 full pycurl 10240 B c= 10 round=3/3 13092.7 req/s +h1 full niquests_blocking 131072 B c=100 round=3/3 769.5 req/s +h1 full curl_cffi_blocking 65536 B c= 50 round=3/3 510.4 req/s +h1 full ry_blocking 131072 B c=150 round=3/3 6422.1 req/s +h1 full wreq 1024 B c= 50 round=3/3 79042.5 req/s +h1 full requests 1048576 B c=100 round=3/3 191.8 req/s +h1 stream wreq_blocking 10240 B c=100 round=3/3 553.8 req/s +h1 full pyreqwest_st 1024 B c= 50 round=3/3 4482.8 req/s +h1 stream wreq_blocking 10240 B c= 10 round=3/3 560.0 req/s +h1 full pyreqwest_st 1024 B c= 10 round=3/3 4572.8 req/s +h1 full wreq_st 65536 B c= 50 round=3/3 17512.6 req/s +h1 full niquests_blocking 10240 B c= 50 round=3/3 1538.2 req/s +h1 stream pyreqwest_mt 2097152 B c= 10 round=3/3 439.7 req/s +h1 stream ry 4194304 B c=100 round=3/3 286.6 req/s +h1 stream ry 4194304 B c=150 round=3/3 281.2 req/s +h1 full wreq 2097152 B c=150 round=3/3 1861.2 req/s +h1 stream pyreqwest_mt 10240 B c= 10 round=3/3 2915.2 req/s +h1 full curl_cffi 1048576 B c=150 round=3/3 632.1 req/s +h1 full aiohttp 65536 B c= 10 round=3/3 7749.8 req/s +h1 stream curl_cffi 4194304 B c=100 round=3/3 131.6 req/s +h1 full wreq 1048576 B c=150 round=3/3 3849.0 req/s +h1 stream niquests 1048576 B c=100 round=3/3 516.1 req/s +h1 stream requests 131072 B c=150 round=3/3 622.4 req/s +h1 stream ry_blocking 65536 B c=100 round=3/3 3161.9 req/s +h1 full ry 65536 B c= 10 round=3/3 2347.1 req/s +h1 full ry_blocking 4194304 B c=150 round=3/3 864.3 req/s +h1 stream pycurl 65536 B c= 50 round=3/3 2440.6 req/s +h1 full wreq 1024 B c=150 round=3/3 63257.0 req/s +h1 stream ry_blocking 4194304 B c= 10 round=3/3 1006.9 req/s +h1 full wreq_blocking 1048576 B c= 50 round=3/3 1480.1 req/s +h1 full ry 4194304 B c=150 round=3/3 554.3 req/s +h1 full ry_blocking 1024 B c= 50 round=3/3 7986.2 req/s +h1 full aiohttp 131072 B c=100 round=3/3 6449.9 req/s +h1 full niquests 10240 B c= 50 round=3/3 2231.8 req/s +h1 full requests 10240 B c= 50 round=3/3 1411.3 req/s +h1 full ry 1048576 B c=100 round=3/3 1545.1 req/s +h1 full pycurl 131072 B c=100 round=3/3 2503.5 req/s +h1 full curl_cffi 65536 B c=100 round=3/3 3997.7 req/s +h1 stream wreq_st 65536 B c= 50 round=3/3 6597.7 req/s +h1 stream wreq_blocking 1048576 B c= 10 round=3/3 364.9 req/s +h1 stream wreq_st 65536 B c=100 round=3/3 6112.8 req/s +h1 stream curl_cffi 131072 B c= 50 round=3/3 2259.0 req/s +h1 full pycurl 131072 B c= 10 round=3/3 2803.0 req/s +h1 stream ry_blocking 65536 B c= 10 round=3/3 3399.6 req/s +h1 stream httpx_blocking 131072 B c= 50 round=3/3 620.3 req/s +h1 full wreq_blocking 131072 B c=150 round=3/3 3031.4 req/s +h1 full curl_cffi 65536 B c= 50 round=3/3 4494.1 req/s +h1 stream ry_blocking 131072 B c= 10 round=3/3 3404.2 req/s +h1 stream curl_cffi 65536 B c=150 round=3/3 2423.7 req/s +h1 full aiohttp 131072 B c=150 round=3/3 6133.2 req/s +h1 full wreq_blocking 1048576 B c=150 round=3/3 1414.6 req/s +h1 stream wreq 65536 B c=100 round=3/3 20012.7 req/s +h1 stream curl_cffi_blocking 131072 B c=150 round=3/3 430.1 req/s +h1 full ry_blocking 131072 B c=100 round=3/3 6965.8 req/s +h1 full curl_cffi_blocking 4194304 B c=150 round=3/3 87.9 req/s +h1 stream httpx 1048576 B c=150 round=3/3 145.4 req/s +h1 full pyreqwest_st 65536 B c= 10 round=3/3 4110.7 req/s +h1 stream requests 1024 B c= 50 round=3/3 1295.3 req/s +h1 stream ry 2097152 B c=100 round=3/3 337.2 req/s +h2 stream wreq 4194304 B c= 10 round=1/3 181.0 req/s +h2 stream curl_cffi 1024 B c= 50 round=1/3 5411.1 req/s +h2 stream httpx_blocking 65536 B c=150 round=1/3 602.4 req/s +h2 stream ry 131072 B c= 10 round=1/3 526.0 req/s +h2 full wreq_blocking 2097152 B c= 10 round=1/3 1178.0 req/s +h2 full niquests_blocking 4194304 B c=150 round=1/3 19.0 req/s +h2 stream pyreqwest_st 4194304 B c=150 round=1/3 63.6 req/s +h2 stream niquests_blocking 4194304 B c=150 round=1/3 18.8 req/s +h2 full pyreqwest_st 131072 B c=150 round=1/3 1418.0 req/s +h2 full httpx 1024 B c=100 round=1/3 1647.3 req/s +h2 stream wreq 4194304 B c=150 round=1/3 157.2 req/s +h2 stream httpx_blocking 131072 B c=150 round=1/3 363.2 req/s +h2 full pyreqwest_st 131072 B c= 50 round=1/3 1643.2 req/s +h2 stream curl_cffi_blocking 2097152 B c=150 round=1/3 79.8 req/s +h2 full wreq_blocking 131072 B c= 10 round=1/3 3482.7 req/s +h2 full ry 65536 B c=100 round=1/3 1604.2 req/s +h2 full niquests 1024 B c=150 round=1/3 2038.9 req/s +h2 full curl_cffi 1048576 B c=150 round=1/3 582.2 req/s +h2 stream niquests_blocking 65536 B c=150 round=1/3 657.4 req/s +h2 full ry 131072 B c=100 round=1/3 971.0 req/s +h2 stream httpx_blocking 1024 B c=150 round=1/3 1421.4 req/s +h2 stream httpx 1024 B c= 10 round=1/3 1605.3 req/s +h2 full pycurl 4194304 B c= 50 round=1/3 56.1 req/s +h2 full pyreqwest_mt 131072 B c= 50 round=1/3 2482.4 req/s +h2 stream niquests_blocking 2097152 B c=100 round=1/3 36.5 req/s +h2 full curl_cffi 131072 B c= 50 round=1/3 2923.5 req/s +h2 stream pycurl 131072 B c=100 round=1/3 1209.8 req/s +h2 full wreq 131072 B c=150 round=1/3 4186.5 req/s +h2 full ry_blocking 10240 B c=150 round=1/3 6742.6 req/s +h2 full wreq_blocking 131072 B c=150 round=1/3 3177.8 req/s +h2 full httpx 2097152 B c=100 round=1/3 37.4 req/s +h2 full pyreqwest_mt 4194304 B c=150 round=1/3 78.4 req/s +h2 stream wreq_blocking 131072 B c= 10 round=1/3 519.3 req/s +h2 full httpx_blocking 4194304 B c= 50 round=1/3 10.0 req/s +h2 full curl_cffi_blocking 1024 B c=100 round=1/3 558.3 req/s +h2 stream pycurl 1024 B c= 50 round=1/3 6474.7 req/s +h2 full wreq 2097152 B c=100 round=1/3 376.1 req/s +h2 stream httpx_blocking 2097152 B c=150 round=1/3 27.6 req/s +h2 stream curl_cffi_blocking 4194304 B c=150 round=1/3 42.9 req/s +h2 full niquests_blocking 2097152 B c= 10 round=1/3 36.2 req/s +h2 stream niquests 131072 B c= 10 round=1/3 859.6 req/s +h2 full httpx_blocking 1048576 B c=100 round=1/3 49.2 req/s +h2 stream pycurl 65536 B c=150 round=1/3 1877.8 req/s +h2 stream ry_blocking 131072 B c=100 round=1/3 1735.2 req/s +h2 stream niquests_blocking 131072 B c=100 round=1/3 416.4 req/s +h2 full wreq_st 10240 B c=150 round=1/3 25295.0 req/s +h2 full wreq_blocking 10240 B c= 50 round=1/3 3579.3 req/s +h2 full niquests 131072 B c= 50 round=1/3 855.5 req/s +h2 stream curl_cffi_blocking 2097152 B c= 10 round=1/3 78.3 req/s +h2 stream pyreqwest_mt 1048576 B c= 50 round=1/3 230.9 req/s +h2 full pycurl 1024 B c=150 round=1/3 9543.0 req/s +h2 stream niquests_blocking 1048576 B c=150 round=1/3 73.0 req/s +h2 full ry 10240 B c=100 round=1/3 2913.1 req/s +h2 stream wreq_st 10240 B c= 10 round=1/3 10445.6 req/s +h2 stream curl_cffi 1048576 B c=100 round=1/3 499.4 req/s +h2 full pyreqwest_st 10240 B c=150 round=1/3 4165.2 req/s +h2 full ry_blocking 10240 B c= 50 round=1/3 7992.7 req/s +h2 stream curl_cffi 10240 B c= 50 round=1/3 5974.6 req/s +h2 full pyreqwest_st 2097152 B c=150 round=1/3 140.6 req/s +h2 stream wreq_st 65536 B c= 50 round=1/3 6363.9 req/s +h2 stream curl_cffi_blocking 4194304 B c= 10 round=1/3 42.5 req/s +h2 full pyreqwest_mt 65536 B c= 10 round=1/3 3900.2 req/s +h2 stream httpx_blocking 4194304 B c= 50 round=1/3 13.4 req/s +h2 full niquests_blocking 1024 B c=100 round=1/3 1276.0 req/s +h2 stream ry_blocking 1048576 B c= 10 round=1/3 343.3 req/s +h2 stream pyreqwest_mt 4194304 B c= 10 round=1/3 75.7 req/s +h2 stream niquests 4194304 B c= 10 round=1/3 46.8 req/s +h2 full niquests_blocking 1024 B c=150 round=1/3 1234.6 req/s +h2 full niquests_blocking 4194304 B c= 10 round=1/3 18.6 req/s +h2 stream pycurl 1048576 B c= 10 round=1/3 188.4 req/s +h2 full wreq 1048576 B c=150 round=1/3 688.8 req/s +h2 stream httpx_blocking 1048576 B c=150 round=1/3 55.2 req/s +h2 stream curl_cffi_blocking 131072 B c= 10 round=1/3 389.4 req/s +h2 stream curl_cffi_blocking 4194304 B c= 50 round=1/3 42.2 req/s +h2 stream curl_cffi_blocking 131072 B c=100 round=1/3 384.1 req/s +h2 full httpx 1048576 B c= 10 round=1/3 96.7 req/s +h2 stream wreq_blocking 131072 B c= 50 round=1/3 530.6 req/s +h2 stream wreq 2097152 B c= 50 round=1/3 276.9 req/s +h2 stream pyreqwest_st 10240 B c= 10 round=1/3 2449.2 req/s +h2 stream httpx_blocking 1048576 B c= 50 round=1/3 53.2 req/s +h2 full pyreqwest_mt 4194304 B c= 50 round=1/3 86.1 req/s +h2 full niquests 131072 B c=150 round=1/3 842.4 req/s +h2 full niquests_blocking 131072 B c=100 round=1/3 420.3 req/s +h2 stream pyreqwest_mt 10240 B c=100 round=1/3 3445.2 req/s +h2 stream curl_cffi_blocking 131072 B c= 50 round=1/3 390.8 req/s +h2 stream niquests_blocking 4194304 B c=100 round=1/3 18.5 req/s +h2 full niquests_blocking 131072 B c= 10 round=1/3 441.3 req/s +h2 full curl_cffi_blocking 4194304 B c= 50 round=1/3 47.9 req/s +h2 full curl_cffi 2097152 B c=150 round=1/3 300.7 req/s +h2 full curl_cffi_blocking 2097152 B c=100 round=1/3 88.1 req/s +h2 full niquests_blocking 2097152 B c=150 round=1/3 37.5 req/s +h2 stream curl_cffi_blocking 1048576 B c=150 round=1/3 139.5 req/s +h2 stream ry 131072 B c=150 round=1/3 610.8 req/s +h2 full wreq_blocking 1024 B c=150 round=1/3 3312.7 req/s +h2 stream wreq_blocking 2097152 B c=100 round=1/3 335.6 req/s +h2 full httpx 65536 B c=100 round=1/3 881.2 req/s +h2 stream httpx 2097152 B c=100 round=1/3 52.4 req/s +h2 full httpx_blocking 1024 B c=100 round=1/3 1457.2 req/s +h2 full niquests 1024 B c=100 round=1/3 2096.6 req/s +h2 full curl_cffi_blocking 1048576 B c= 10 round=1/3 152.0 req/s +h2 stream curl_cffi 1048576 B c= 10 round=1/3 458.8 req/s +h2 full pycurl 65536 B c=150 round=1/3 2821.3 req/s +h2 full httpx_blocking 131072 B c= 10 round=1/3 364.1 req/s +h2 full curl_cffi_blocking 65536 B c=150 round=1/3 485.3 req/s +h2 full pyreqwest_mt 1024 B c= 10 round=1/3 6800.9 req/s +h2 full httpx 1048576 B c=150 round=1/3 87.7 req/s +h2 stream pyreqwest_mt 4194304 B c= 50 round=1/3 76.6 req/s +h2 full wreq_st 65536 B c=150 round=1/3 12207.0 req/s +h2 stream pyreqwest_mt 10240 B c= 10 round=1/3 2919.2 req/s +h2 stream niquests 4194304 B c=150 round=1/3 48.5 req/s +h2 stream curl_cffi 2097152 B c=100 round=1/3 259.3 req/s +h2 stream pycurl 1024 B c=150 round=1/3 5592.9 req/s +h2 full pycurl 4194304 B c=100 round=1/3 56.0 req/s +h2 full pyreqwest_st 1048576 B c=150 round=1/3 262.2 req/s +h2 full ry 4194304 B c=150 round=1/3 39.7 req/s +h2 stream niquests_blocking 131072 B c= 50 round=1/3 425.2 req/s +h2 stream wreq 1024 B c= 10 round=1/3 10194.5 req/s +h2 stream wreq 10240 B c=150 round=1/3 19066.3 req/s +h2 full curl_cffi 2097152 B c=100 round=1/3 310.2 req/s +h2 full httpx_blocking 10240 B c= 10 round=1/3 1410.1 req/s +h2 full pycurl 1048576 B c= 10 round=1/3 211.9 req/s +h2 stream pyreqwest_mt 131072 B c= 50 round=1/3 1195.7 req/s +h2 stream ry 1048576 B c= 10 round=1/3 103.4 req/s +h2 stream niquests 10240 B c=150 round=1/3 1986.4 req/s +h2 stream pyreqwest_st 1024 B c=100 round=1/3 2554.6 req/s +h2 stream wreq_blocking 10240 B c= 50 round=1/3 559.0 req/s +h2 stream wreq_blocking 2097152 B c= 50 round=1/3 336.2 req/s +h2 stream httpx_blocking 1024 B c=100 round=1/3 1445.6 req/s +h2 full ry 10240 B c= 10 round=1/3 2418.2 req/s +h2 full wreq_blocking 65536 B c= 50 round=1/3 3599.2 req/s +h2 full pyreqwest_st 2097152 B c=100 round=1/3 139.1 req/s +h2 full curl_cffi_blocking 1024 B c= 10 round=1/3 556.7 req/s +h2 stream ry_blocking 10240 B c=150 round=1/3 4559.4 req/s +h2 stream ry_blocking 1048576 B c=150 round=1/3 331.5 req/s +h2 full ry 1048576 B c=100 round=1/3 151.7 req/s +h2 full wreq 2097152 B c= 10 round=1/3 355.5 req/s +h2 stream pyreqwest_st 1024 B c= 50 round=1/3 2441.6 req/s +h2 full niquests 2097152 B c= 50 round=1/3 98.1 req/s +h2 full ry_blocking 1024 B c= 50 round=1/3 7975.2 req/s +h2 stream ry_blocking 1024 B c= 10 round=1/3 5426.0 req/s +h2 full wreq_st 1048576 B c= 50 round=1/3 855.1 req/s +h2 stream ry 10240 B c= 50 round=1/3 1685.7 req/s +h2 stream pyreqwest_mt 1024 B c=100 round=1/3 3564.6 req/s +h2 full wreq_st 1048576 B c=100 round=1/3 834.9 req/s +h2 stream wreq_blocking 1048576 B c=150 round=1/3 375.9 req/s +h2 stream curl_cffi 65536 B c=150 round=1/3 2761.8 req/s +h2 full wreq 65536 B c=150 round=1/3 8201.4 req/s +h2 stream niquests_blocking 10240 B c=150 round=1/3 1205.9 req/s +h2 full niquests_blocking 1048576 B c= 50 round=1/3 71.3 req/s +h2 full curl_cffi_blocking 131072 B c= 50 round=1/3 429.7 req/s +h2 full wreq_blocking 1024 B c= 50 round=1/3 3658.5 req/s +h2 stream pyreqwest_st 4194304 B c= 10 round=1/3 59.2 req/s +h2 stream wreq 1048576 B c= 50 round=1/3 561.5 req/s +h2 full wreq_blocking 65536 B c=100 round=1/3 3452.8 req/s +h2 stream pyreqwest_mt 1048576 B c= 10 round=1/3 224.2 req/s +h2 full wreq 131072 B c= 50 round=1/3 4204.5 req/s +h2 stream wreq_st 1024 B c=100 round=1/3 19365.6 req/s +h2 full niquests_blocking 10240 B c=100 round=1/3 1243.3 req/s +h2 full niquests_blocking 65536 B c= 10 round=1/3 691.8 req/s +h2 stream wreq 4194304 B c= 50 round=1/3 142.9 req/s +h2 stream niquests 2097152 B c=100 round=1/3 93.4 req/s +h2 stream niquests 131072 B c=100 round=1/3 872.1 req/s +h2 stream wreq 10240 B c= 10 round=1/3 9987.8 req/s +h2 full pyreqwest_st 1024 B c= 10 round=1/3 4428.5 req/s +h2 stream pyreqwest_st 65536 B c= 10 round=1/3 1158.6 req/s +h2 stream niquests_blocking 65536 B c=100 round=1/3 660.8 req/s +h2 stream httpx_blocking 131072 B c=100 round=1/3 357.4 req/s +h2 full wreq_blocking 1024 B c=100 round=1/3 3529.3 req/s +h2 full httpx_blocking 10240 B c=100 round=1/3 1458.4 req/s +h2 full wreq_st 65536 B c= 10 round=1/3 10040.7 req/s +h2 full curl_cffi 4194304 B c=100 round=1/3 158.0 req/s +h2 stream curl_cffi 10240 B c=150 round=1/3 6248.9 req/s +h2 stream curl_cffi_blocking 10240 B c=150 round=1/3 526.2 req/s +h2 full wreq_st 2097152 B c= 10 round=1/3 415.5 req/s +h2 full wreq 4194304 B c=150 round=1/3 184.4 req/s +h2 stream wreq_blocking 1024 B c=150 round=1/3 545.5 req/s +h2 full ry_blocking 2097152 B c=150 round=1/3 231.9 req/s +h2 stream pyreqwest_st 4194304 B c=100 round=1/3 60.9 req/s +h2 stream niquests_blocking 10240 B c= 10 round=1/3 1325.1 req/s +h2 stream pyreqwest_st 131072 B c=150 round=1/3 962.0 req/s +h2 full wreq 65536 B c= 10 round=1/3 6352.0 req/s +h2 stream httpx 131072 B c= 50 round=1/3 569.5 req/s +h2 full niquests 4194304 B c= 10 round=1/3 48.1 req/s +h2 full ry_blocking 1024 B c= 10 round=1/3 8765.2 req/s +h2 full ry_blocking 1048576 B c=100 round=1/3 418.3 req/s +h2 stream httpx_blocking 2097152 B c= 10 round=1/3 27.0 req/s +h2 full ry_blocking 4194304 B c=150 round=1/3 109.0 req/s +h2 full wreq_blocking 10240 B c=150 round=1/3 3319.5 req/s +h2 stream ry 4194304 B c= 50 round=1/3 37.0 req/s +h2 stream curl_cffi 131072 B c=100 round=1/3 2665.5 req/s +h2 stream wreq_blocking 10240 B c=100 round=1/3 556.1 req/s +h2 full ry 4194304 B c= 10 round=1/3 33.3 req/s +h2 full pyreqwest_mt 1048576 B c= 50 round=1/3 326.8 req/s +h2 stream pyreqwest_st 1024 B c= 10 round=1/3 2394.3 req/s +h2 full niquests_blocking 2097152 B c=100 round=1/3 36.9 req/s +h2 stream niquests_blocking 4194304 B c= 50 round=1/3 18.5 req/s +h2 stream pycurl 131072 B c=150 round=1/3 1230.5 req/s +h2 full wreq_blocking 1048576 B c= 50 round=1/3 1768.7 req/s +h2 full httpx_blocking 10240 B c= 50 round=1/3 1497.4 req/s +h2 full ry_blocking 1024 B c=100 round=1/3 7190.4 req/s +h2 full pyreqwest_st 65536 B c=150 round=1/3 2554.1 req/s +h2 full niquests 2097152 B c=100 round=1/3 96.1 req/s +h2 full ry 1048576 B c=150 round=1/3 149.4 req/s +h2 full curl_cffi 1048576 B c=100 round=1/3 616.9 req/s +h2 full httpx_blocking 1024 B c=150 round=1/3 1435.1 req/s +h2 stream pycurl 10240 B c=100 round=1/3 6113.9 req/s +h2 full curl_cffi_blocking 65536 B c=100 round=1/3 487.0 req/s +h2 stream ry 131072 B c= 50 round=1/3 633.5 req/s +h2 full niquests 1024 B c= 10 round=1/3 1992.9 req/s +h2 full pyreqwest_mt 65536 B c=150 round=1/3 4447.5 req/s +h2 stream httpx 4194304 B c= 10 round=1/3 28.4 req/s +h2 stream wreq 1024 B c= 50 round=1/3 19401.4 req/s +h2 stream ry_blocking 2097152 B c= 50 round=1/3 192.0 req/s +h2 stream pyreqwest_mt 10240 B c=150 round=1/3 3498.5 req/s +h2 stream wreq_blocking 65536 B c= 10 round=1/3 527.0 req/s +h2 full pyreqwest_mt 2097152 B c= 10 round=1/3 169.0 req/s +h2 full curl_cffi 4194304 B c= 10 round=1/3 146.2 req/s +h2 stream ry 10240 B c=100 round=1/3 1729.5 req/s +h2 full pycurl 1024 B c= 50 round=1/3 11529.6 req/s +h2 full niquests_blocking 10240 B c= 50 round=1/3 1274.3 req/s +h2 full httpx 2097152 B c=150 round=1/3 38.3 req/s +h2 full pyreqwest_st 131072 B c= 10 round=1/3 1641.1 req/s +h2 stream niquests 4194304 B c=100 round=1/3 48.8 req/s +h2 full wreq 4194304 B c= 10 round=1/3 157.9 req/s +h2 stream niquests 1048576 B c= 50 round=1/3 178.8 req/s +h2 full pyreqwest_mt 131072 B c=100 round=1/3 2457.7 req/s +h2 stream niquests_blocking 2097152 B c= 50 round=1/3 36.5 req/s +h2 stream curl_cffi 1024 B c=150 round=1/3 5286.2 req/s +h2 full pyreqwest_st 65536 B c= 50 round=1/3 2650.9 req/s +h2 full httpx_blocking 1048576 B c=150 round=1/3 51.5 req/s +h2 full niquests 65536 B c=100 round=1/3 1276.0 req/s +h2 full wreq_st 1024 B c= 50 round=1/3 25979.7 req/s +h2 stream niquests 65536 B c= 50 round=1/3 1294.9 req/s +h2 full httpx 10240 B c= 50 round=1/3 1529.4 req/s +h2 stream curl_cffi 65536 B c= 50 round=1/3 2688.4 req/s +h2 stream wreq 65536 B c=150 round=1/3 6790.7 req/s +h2 full pyreqwest_mt 1048576 B c=100 round=1/3 311.8 req/s +h2 stream ry 10240 B c= 10 round=1/3 1467.5 req/s +h2 stream httpx_blocking 10240 B c= 10 round=1/3 1560.4 req/s +h2 full niquests_blocking 1048576 B c= 10 round=1/3 71.7 req/s +h2 stream wreq_st 65536 B c=100 round=1/3 7239.6 req/s +h2 stream wreq_st 10240 B c=100 round=1/3 14643.1 req/s +h2 full wreq 1048576 B c= 50 round=1/3 675.6 req/s +h2 stream pycurl 10240 B c= 10 round=1/3 6617.7 req/s +h2 stream httpx 2097152 B c= 10 round=1/3 57.5 req/s +h2 stream httpx_blocking 4194304 B c= 10 round=1/3 13.4 req/s +h2 full curl_cffi_blocking 2097152 B c= 10 round=1/3 87.9 req/s +h2 full httpx_blocking 131072 B c= 50 round=1/3 362.4 req/s +h2 full wreq_st 4194304 B c=100 round=1/3 237.1 req/s +h2 stream pyreqwest_mt 65536 B c= 10 round=1/3 1369.5 req/s +h2 stream pycurl 10240 B c=150 round=1/3 5611.1 req/s +h2 full wreq_blocking 2097152 B c=150 round=1/3 1058.4 req/s +h2 full pyreqwest_st 1024 B c= 50 round=1/3 4299.4 req/s +h2 full wreq_blocking 131072 B c= 50 round=1/3 3516.8 req/s +h2 stream curl_cffi_blocking 4194304 B c=100 round=1/3 41.8 req/s +h2 stream httpx_blocking 1048576 B c= 10 round=1/3 53.5 req/s +h2 full ry 65536 B c=150 round=1/3 1548.8 req/s +h2 full ry_blocking 65536 B c= 10 round=1/3 4701.2 req/s +h2 stream ry_blocking 131072 B c= 10 round=1/3 1890.2 req/s +h2 full curl_cffi_blocking 2097152 B c=150 round=1/3 90.4 req/s +h2 stream ry 2097152 B c=100 round=1/3 67.7 req/s +h2 stream curl_cffi 1024 B c=100 round=1/3 5994.4 req/s +h2 full pycurl 131072 B c= 10 round=1/3 1627.1 req/s +h2 stream pyreqwest_mt 1024 B c= 50 round=1/3 3425.0 req/s +h2 full httpx 131072 B c=150 round=1/3 589.0 req/s +h2 stream httpx 1024 B c=100 round=1/3 1609.3 req/s +h2 stream wreq_st 131072 B c= 10 round=1/3 4168.5 req/s +h2 full wreq_st 10240 B c=100 round=1/3 24955.7 req/s +h2 stream ry 131072 B c=100 round=1/3 611.4 req/s +h2 stream httpx_blocking 4194304 B c=150 round=1/3 13.8 req/s +h2 stream wreq 131072 B c=150 round=1/3 4514.8 req/s +h2 full niquests 1048576 B c= 10 round=1/3 176.1 req/s +h2 full pyreqwest_st 4194304 B c= 10 round=1/3 66.5 req/s +h2 stream niquests 10240 B c= 50 round=1/3 1901.1 req/s +h2 stream pyreqwest_mt 2097152 B c=100 round=1/3 135.1 req/s +h2 full ry_blocking 1048576 B c= 50 round=1/3 426.4 req/s +h2 full ry_blocking 2097152 B c= 50 round=1/3 220.4 req/s +h2 stream niquests 2097152 B c=150 round=1/3 96.3 req/s +h2 full niquests_blocking 2097152 B c= 50 round=1/3 36.6 req/s +h2 full curl_cffi_blocking 2097152 B c= 50 round=1/3 88.6 req/s +h2 stream wreq_st 1024 B c=150 round=1/3 15980.2 req/s +h2 stream niquests 1024 B c=100 round=1/3 1968.9 req/s +h2 full wreq 65536 B c=100 round=1/3 7806.9 req/s +h2 stream httpx 131072 B c=150 round=1/3 587.2 req/s +h2 stream pyreqwest_st 2097152 B c=150 round=1/3 111.9 req/s +h2 full curl_cffi_blocking 4194304 B c= 10 round=1/3 47.8 req/s +h2 full pyreqwest_mt 65536 B c= 50 round=1/3 4198.7 req/s +h2 stream pyreqwest_mt 1048576 B c=150 round=1/3 223.8 req/s +h2 stream httpx_blocking 1024 B c= 50 round=1/3 1512.2 req/s +h2 stream wreq_st 1048576 B c= 50 round=1/3 849.1 req/s +h2 full niquests 4194304 B c= 50 round=1/3 48.9 req/s +h2 full niquests 10240 B c= 10 round=1/3 2036.1 req/s +h2 full ry 131072 B c= 10 round=1/3 890.7 req/s +h2 full httpx 1024 B c= 10 round=1/3 1468.4 req/s +h2 full niquests 131072 B c=100 round=1/3 896.8 req/s +h2 full pyreqwest_st 10240 B c= 50 round=1/3 4115.1 req/s +h2 full pyreqwest_mt 2097152 B c=100 round=1/3 161.4 req/s +h2 full ry 1024 B c=100 round=1/3 2844.2 req/s +h2 full wreq_st 2097152 B c= 50 round=1/3 410.4 req/s +h2 full httpx 1048576 B c= 50 round=1/3 93.8 req/s +h2 full pycurl 10240 B c=100 round=1/3 10230.0 req/s +h2 full wreq 1024 B c=150 round=1/3 33601.6 req/s +h2 stream pyreqwest_st 1024 B c=150 round=1/3 2531.9 req/s +h2 stream ry_blocking 1048576 B c= 50 round=1/3 340.9 req/s +h2 stream curl_cffi 131072 B c= 50 round=1/3 2240.3 req/s +h2 stream curl_cffi_blocking 65536 B c=150 round=1/3 442.8 req/s +h2 stream niquests_blocking 131072 B c= 10 round=1/3 436.4 req/s +h2 stream pyreqwest_st 10240 B c= 50 round=1/3 2539.0 req/s +h2 stream wreq 1048576 B c=100 round=1/3 566.2 req/s +h2 full wreq_blocking 65536 B c= 10 round=1/3 3435.5 req/s +h2 stream pyreqwest_st 1048576 B c=150 round=1/3 187.0 req/s +h2 stream wreq 65536 B c= 10 round=1/3 5398.5 req/s +h2 full curl_cffi 1024 B c=150 round=1/3 7646.7 req/s +h2 full httpx_blocking 4194304 B c=150 round=1/3 10.3 req/s +h2 stream wreq 1024 B c=100 round=1/3 22781.0 req/s +h2 stream ry_blocking 131072 B c= 50 round=1/3 1800.5 req/s +h2 stream niquests 1048576 B c= 10 round=1/3 179.4 req/s +h2 stream curl_cffi 4194304 B c= 50 round=1/3 133.9 req/s +h2 full wreq 1048576 B c= 10 round=1/3 657.3 req/s +h2 stream httpx 2097152 B c=150 round=1/3 52.9 req/s +h2 full pyreqwest_mt 10240 B c= 10 round=1/3 6551.1 req/s +h2 stream ry_blocking 1024 B c=150 round=1/3 4599.1 req/s +h2 full ry_blocking 4194304 B c= 50 round=1/3 108.6 req/s +h2 full httpx 1024 B c=150 round=1/3 1700.7 req/s +h2 stream pycurl 2097152 B c=100 round=1/3 97.8 req/s +h2 stream niquests 65536 B c= 10 round=1/3 1316.6 req/s +h2 stream wreq 131072 B c= 10 round=1/3 3460.6 req/s +h2 full httpx 131072 B c=100 round=1/3 573.6 req/s +h2 stream niquests 10240 B c=100 round=1/3 1950.3 req/s +h2 full niquests 2097152 B c= 10 round=1/3 97.3 req/s +h2 stream ry 1024 B c= 50 round=1/3 1671.9 req/s +h2 full ry 2097152 B c=150 round=1/3 78.5 req/s +h2 stream pyreqwest_mt 4194304 B c=150 round=1/3 71.2 req/s +h2 full wreq 10240 B c= 50 round=1/3 23951.2 req/s +h2 stream ry 65536 B c= 50 round=1/3 820.5 req/s +h2 stream httpx_blocking 65536 B c= 10 round=1/3 620.2 req/s +h2 full pyreqwest_st 65536 B c=100 round=1/3 2706.7 req/s +h2 stream wreq_blocking 4194304 B c= 10 round=1/3 279.0 req/s +h2 stream pycurl 65536 B c= 10 round=1/3 1963.6 req/s +h2 stream wreq_blocking 65536 B c=100 round=1/3 524.0 req/s +h2 stream pyreqwest_st 1048576 B c= 50 round=1/3 183.8 req/s +h2 full curl_cffi 1048576 B c= 50 round=1/3 594.1 req/s +h2 stream ry_blocking 65536 B c= 50 round=1/3 2457.0 req/s +h2 stream curl_cffi 10240 B c=100 round=1/3 5842.7 req/s +h2 stream curl_cffi_blocking 1048576 B c= 10 round=1/3 138.0 req/s +h2 stream wreq_blocking 1024 B c= 10 round=1/3 561.9 req/s +h2 stream ry 1048576 B c= 50 round=1/3 117.7 req/s +h2 full curl_cffi_blocking 65536 B c= 10 round=1/3 483.4 req/s +h2 stream wreq 10240 B c=100 round=1/3 20645.4 req/s +h2 stream niquests_blocking 10240 B c= 50 round=1/3 1275.4 req/s +h2 full ry 131072 B c=150 round=1/3 931.9 req/s +h2 stream pycurl 1048576 B c=100 round=1/3 191.0 req/s +h2 full ry_blocking 10240 B c=100 round=1/3 7326.1 req/s +h2 stream curl_cffi_blocking 1048576 B c= 50 round=1/3 136.6 req/s +h2 stream ry_blocking 2097152 B c= 10 round=1/3 187.9 req/s +h2 stream curl_cffi 65536 B c=100 round=1/3 2807.0 req/s +h2 stream httpx 4194304 B c=150 round=1/3 26.4 req/s +h2 stream pyreqwest_st 131072 B c= 10 round=1/3 933.5 req/s +h2 full wreq_blocking 2097152 B c=100 round=1/3 1058.9 req/s +h2 stream httpx_blocking 10240 B c= 50 round=1/3 1480.8 req/s +h2 full curl_cffi_blocking 10240 B c= 50 round=1/3 559.6 req/s +h2 full ry_blocking 131072 B c=150 round=1/3 2429.9 req/s +h2 full wreq_blocking 4194304 B c=150 round=1/3 617.1 req/s +h2 stream niquests 65536 B c=150 round=1/3 1185.7 req/s +h2 full ry 1048576 B c= 50 round=1/3 149.4 req/s +h2 stream pyreqwest_mt 65536 B c= 50 round=1/3 1530.7 req/s +h2 stream wreq_st 4194304 B c=150 round=1/3 203.4 req/s +h2 full wreq_st 65536 B c=100 round=1/3 12631.3 req/s +h2 stream curl_cffi_blocking 10240 B c=100 round=1/3 527.9 req/s +h2 stream wreq_blocking 65536 B c= 50 round=1/3 530.2 req/s +h2 full pyreqwest_st 2097152 B c= 10 round=1/3 133.7 req/s +h2 full pycurl 131072 B c=100 round=1/3 1614.5 req/s +h2 stream niquests 131072 B c=150 round=1/3 892.3 req/s +h2 stream httpx_blocking 131072 B c= 50 round=1/3 361.7 req/s +h2 full ry 65536 B c= 10 round=1/3 1395.6 req/s +h2 stream curl_cffi 2097152 B c=150 round=1/3 240.6 req/s +h2 stream pyreqwest_st 131072 B c=100 round=1/3 940.1 req/s +h2 stream ry_blocking 1024 B c= 50 round=1/3 5072.3 req/s +h2 stream wreq_st 10240 B c=150 round=1/3 14944.4 req/s +h2 stream wreq_st 65536 B c=150 round=1/3 6497.0 req/s +h2 stream pyreqwest_st 10240 B c=100 round=1/3 2546.9 req/s +h2 full niquests_blocking 65536 B c= 50 round=1/3 678.8 req/s +h2 full pycurl 1024 B c=100 round=1/3 10017.2 req/s +h2 stream ry_blocking 65536 B c=150 round=1/3 2323.7 req/s +h2 stream wreq_blocking 10240 B c=150 round=1/3 549.8 req/s +h2 stream httpx_blocking 2097152 B c= 50 round=1/3 27.0 req/s +h2 stream curl_cffi_blocking 65536 B c=100 round=1/3 444.0 req/s +h2 stream wreq_blocking 1048576 B c=100 round=1/3 376.1 req/s +h2 full curl_cffi 1024 B c= 50 round=1/3 7600.7 req/s +h2 full ry_blocking 1024 B c=150 round=1/3 6850.2 req/s +h2 full niquests 10240 B c= 50 round=1/3 2008.1 req/s +h2 stream curl_cffi 2097152 B c= 50 round=1/3 268.3 req/s +h2 full pyreqwest_st 2097152 B c= 50 round=1/3 138.9 req/s +h2 full pyreqwest_st 131072 B c=100 round=1/3 1672.1 req/s +h2 stream pyreqwest_st 65536 B c=150 round=1/3 1239.5 req/s +h2 stream curl_cffi_blocking 1024 B c= 50 round=1/3 528.7 req/s +h2 stream pycurl 1048576 B c= 50 round=1/3 193.0 req/s +h2 full ry 10240 B c=150 round=1/3 2958.2 req/s +h2 full wreq_blocking 4194304 B c= 50 round=1/3 659.2 req/s +h2 full wreq_blocking 1048576 B c=100 round=1/3 1674.2 req/s +h2 stream pyreqwest_mt 65536 B c=150 round=1/3 1640.2 req/s +h2 full curl_cffi_blocking 10240 B c= 10 round=1/3 558.4 req/s +h2 stream ry 2097152 B c= 10 round=1/3 55.2 req/s +h2 full wreq_blocking 1048576 B c=150 round=1/3 1638.3 req/s +h2 full ry_blocking 65536 B c= 50 round=1/3 4290.0 req/s +h2 stream curl_cffi 131072 B c= 10 round=1/3 1518.6 req/s +h2 stream httpx_blocking 65536 B c=100 round=1/3 597.1 req/s +h2 full pyreqwest_st 1048576 B c= 10 round=1/3 264.3 req/s +h2 full wreq 2097152 B c=150 round=1/3 319.5 req/s +h2 stream ry 1024 B c=150 round=1/3 1715.9 req/s +h2 stream niquests 65536 B c=100 round=1/3 1268.1 req/s +h2 stream niquests_blocking 65536 B c= 10 round=1/3 684.9 req/s +h2 stream httpx 65536 B c= 10 round=1/3 815.2 req/s +h2 full ry 131072 B c= 50 round=1/3 970.9 req/s +h2 full pyreqwest_mt 10240 B c=150 round=1/3 7853.6 req/s +h2 stream pycurl 65536 B c= 50 round=1/3 1971.0 req/s +h2 stream pycurl 1024 B c=100 round=1/3 5983.9 req/s +h2 stream wreq_st 65536 B c= 10 round=1/3 5835.6 req/s +h2 stream httpx 131072 B c= 10 round=1/3 525.0 req/s +h2 full ry_blocking 131072 B c= 50 round=1/3 2714.0 req/s +h2 stream wreq_blocking 1024 B c=100 round=1/3 555.9 req/s +h2 stream ry_blocking 10240 B c= 50 round=1/3 4921.5 req/s +h2 stream ry 4194304 B c= 10 round=1/3 30.1 req/s +h2 full wreq_st 1024 B c= 10 round=1/3 18788.0 req/s +h2 stream niquests 1024 B c= 10 round=1/3 1996.6 req/s +h2 full ry 2097152 B c= 10 round=1/3 62.5 req/s +h2 stream pyreqwest_mt 1024 B c= 10 round=1/3 3004.6 req/s +h2 full pyreqwest_mt 1048576 B c= 10 round=1/3 341.5 req/s +h2 stream ry_blocking 1048576 B c=100 round=1/3 336.2 req/s +h2 full pyreqwest_mt 10240 B c= 50 round=1/3 7295.6 req/s +h2 full httpx_blocking 10240 B c=150 round=1/3 1408.0 req/s +h2 stream curl_cffi_blocking 10240 B c= 10 round=1/3 527.9 req/s +h2 stream curl_cffi_blocking 131072 B c=150 round=1/3 390.7 req/s +h2 stream pyreqwest_mt 10240 B c= 50 round=1/3 3471.2 req/s +h2 stream httpx_blocking 2097152 B c=100 round=1/3 26.5 req/s +h2 stream niquests_blocking 2097152 B c=150 round=1/3 37.6 req/s +h2 stream pyreqwest_st 2097152 B c= 50 round=1/3 116.0 req/s +h2 full pyreqwest_mt 131072 B c= 10 round=1/3 2303.1 req/s +h2 full pyreqwest_st 1048576 B c= 50 round=1/3 259.3 req/s +h2 full pyreqwest_st 10240 B c= 10 round=1/3 4235.8 req/s +h2 full curl_cffi 65536 B c=100 round=1/3 4722.7 req/s +h2 stream ry_blocking 2097152 B c=100 round=1/3 190.2 req/s +h2 full niquests 4194304 B c=150 round=1/3 50.0 req/s +h2 stream wreq_blocking 1048576 B c= 10 round=1/3 377.1 req/s +h2 stream wreq_st 131072 B c=100 round=1/3 6185.5 req/s +h2 stream ry_blocking 4194304 B c=100 round=1/3 99.6 req/s +h2 stream httpx 4194304 B c=100 round=1/3 26.4 req/s +h2 stream niquests_blocking 65536 B c= 50 round=1/3 683.8 req/s +h2 stream ry 65536 B c=150 round=1/3 817.7 req/s +h2 full ry 65536 B c= 50 round=1/3 1513.3 req/s +h2 stream pyreqwest_st 1048576 B c= 10 round=1/3 188.5 req/s +h2 full pyreqwest_st 4194304 B c=150 round=1/3 73.6 req/s +h2 stream curl_cffi_blocking 10240 B c= 50 round=1/3 531.9 req/s +h2 full wreq_st 131072 B c=100 round=1/3 6371.6 req/s +h2 full pycurl 131072 B c=150 round=1/3 1561.9 req/s +h2 full pycurl 1024 B c= 10 round=1/3 13257.0 req/s +h2 full httpx 4194304 B c=150 round=1/3 15.2 req/s +h2 full pycurl 65536 B c= 50 round=1/3 3114.6 req/s +h2 full wreq_st 131072 B c=150 round=1/3 6191.4 req/s +h2 stream httpx 1024 B c=150 round=1/3 1619.8 req/s +h2 stream pycurl 131072 B c= 10 round=1/3 1233.7 req/s +h2 stream wreq 10240 B c= 50 round=1/3 21067.8 req/s +h2 stream curl_cffi 2097152 B c= 10 round=1/3 249.6 req/s +h2 full niquests 1048576 B c= 50 round=1/3 181.8 req/s +h2 stream pyreqwest_st 65536 B c=100 round=1/3 1251.3 req/s +h2 full wreq_st 131072 B c= 10 round=1/3 6125.4 req/s +h2 full httpx_blocking 2097152 B c= 50 round=1/3 23.3 req/s +h2 full ry_blocking 4194304 B c=100 round=1/3 107.9 req/s +h2 full pycurl 2097152 B c=100 round=1/3 111.0 req/s +h2 full wreq_blocking 4194304 B c= 10 round=1/3 686.8 req/s +h2 full wreq_blocking 10240 B c=100 round=1/3 3453.7 req/s +h2 stream httpx 65536 B c=100 round=1/3 877.9 req/s +h2 stream wreq_st 131072 B c= 50 round=1/3 6044.7 req/s +h2 full wreq 4194304 B c=100 round=1/3 159.8 req/s +h2 stream pyreqwest_mt 2097152 B c=150 round=1/3 132.0 req/s +h2 stream wreq_st 2097152 B c=150 round=1/3 415.1 req/s +h2 full niquests 65536 B c= 10 round=1/3 1320.3 req/s +h2 stream ry 1048576 B c=150 round=1/3 119.7 req/s +h2 full niquests_blocking 1024 B c= 10 round=1/3 1337.9 req/s +h2 stream httpx 10240 B c= 50 round=1/3 1575.1 req/s +h2 full curl_cffi 65536 B c= 50 round=1/3 4507.4 req/s +h2 stream curl_cffi 1024 B c= 10 round=1/3 4461.3 req/s +h2 stream curl_cffi_blocking 65536 B c= 10 round=1/3 441.5 req/s +h2 full niquests_blocking 10240 B c=150 round=1/3 1214.7 req/s +h2 stream httpx_blocking 10240 B c=150 round=1/3 1414.7 req/s +h2 stream pyreqwest_mt 131072 B c=150 round=1/3 1267.9 req/s +h2 stream httpx 10240 B c=150 round=1/3 1655.1 req/s +h2 stream pyreqwest_st 1048576 B c=100 round=1/3 189.9 req/s +h2 stream httpx 1048576 B c= 50 round=1/3 105.7 req/s +h2 full pyreqwest_mt 1048576 B c=150 round=1/3 307.8 req/s +h2 full pycurl 1048576 B c=150 round=1/3 221.7 req/s +h2 full httpx 65536 B c= 10 round=1/3 815.5 req/s +h2 stream wreq_blocking 4194304 B c=100 round=1/3 274.1 req/s +h2 full curl_cffi 131072 B c= 10 round=1/3 2070.5 req/s +h2 full wreq_st 1024 B c=100 round=1/3 29219.1 req/s +h2 full curl_cffi 4194304 B c= 50 round=1/3 154.8 req/s +h2 full ry_blocking 2097152 B c=100 round=1/3 228.5 req/s +h2 stream wreq_blocking 4194304 B c= 50 round=1/3 277.2 req/s +h2 full wreq 1048576 B c=100 round=1/3 613.0 req/s +h2 stream pyreqwest_mt 1024 B c=150 round=1/3 3579.9 req/s +h2 stream ry_blocking 131072 B c=150 round=1/3 1744.1 req/s +h2 stream httpx 1048576 B c= 10 round=1/3 110.6 req/s +h2 full wreq_st 65536 B c= 50 round=1/3 12255.5 req/s +h2 stream httpx_blocking 1048576 B c=100 round=1/3 52.9 req/s +h2 stream wreq_blocking 1048576 B c= 50 round=1/3 377.2 req/s +h2 full niquests 2097152 B c=150 round=1/3 103.1 req/s +h2 stream curl_cffi_blocking 2097152 B c= 50 round=1/3 79.5 req/s +h2 full pyreqwest_mt 2097152 B c=150 round=1/3 155.8 req/s +h2 stream ry 65536 B c= 10 round=1/3 718.9 req/s +h2 stream curl_cffi 1048576 B c= 50 round=1/3 529.9 req/s +h2 full niquests_blocking 65536 B c=100 round=1/3 663.2 req/s +h2 full niquests 10240 B c=100 round=1/3 2042.3 req/s +h2 stream pyreqwest_mt 131072 B c=100 round=1/3 1253.8 req/s +h2 full wreq 1024 B c= 50 round=1/3 29949.0 req/s +h2 full niquests_blocking 4194304 B c=100 round=1/3 18.4 req/s +h2 full httpx 131072 B c= 10 round=1/3 529.3 req/s +h2 full curl_cffi_blocking 1048576 B c=150 round=1/3 155.9 req/s +h2 full curl_cffi 1024 B c=100 round=1/3 7259.0 req/s +h2 stream niquests 131072 B c= 50 round=1/3 865.5 req/s +h2 stream httpx 65536 B c= 50 round=1/3 854.2 req/s +h2 full httpx 10240 B c= 10 round=1/3 1472.6 req/s +h2 stream httpx 1024 B c= 50 round=1/3 1607.6 req/s +h2 stream niquests 1048576 B c=100 round=1/3 173.7 req/s +h2 full niquests_blocking 65536 B c=150 round=1/3 651.0 req/s +h2 full pycurl 1048576 B c= 50 round=1/3 220.3 req/s +h2 full pyreqwest_st 4194304 B c=100 round=1/3 70.2 req/s +h2 stream pyreqwest_st 131072 B c= 50 round=1/3 985.9 req/s +h2 full niquests_blocking 10240 B c= 10 round=1/3 1309.1 req/s +h2 full wreq 1024 B c= 10 round=1/3 12408.7 req/s +h2 full httpx_blocking 65536 B c= 10 round=1/3 629.4 req/s +h2 full pycurl 65536 B c= 10 round=1/3 3001.6 req/s +h2 stream niquests 4194304 B c= 50 round=1/3 47.0 req/s +h2 full pyreqwest_mt 2097152 B c= 50 round=1/3 164.3 req/s +h2 stream httpx_blocking 4194304 B c=100 round=1/3 13.2 req/s +h2 full httpx_blocking 2097152 B c=100 round=1/3 22.7 req/s +h2 stream curl_cffi 1048576 B c=150 round=1/3 467.4 req/s +h2 full wreq 131072 B c= 10 round=1/3 3980.5 req/s +h2 full ry 1024 B c=150 round=1/3 2924.6 req/s +h2 full niquests_blocking 1024 B c= 50 round=1/3 1305.9 req/s +h2 stream pycurl 2097152 B c=150 round=1/3 98.8 req/s +h2 full niquests 131072 B c= 10 round=1/3 901.6 req/s +h2 full ry_blocking 65536 B c=150 round=1/3 3886.1 req/s +h2 stream wreq_blocking 10240 B c= 10 round=1/3 563.9 req/s +h2 stream httpx_blocking 1024 B c= 10 round=1/3 1542.0 req/s +h2 stream wreq 1048576 B c=150 round=1/3 515.8 req/s +h2 stream niquests_blocking 2097152 B c= 10 round=1/3 36.6 req/s +h2 stream wreq_st 1048576 B c=100 round=1/3 827.5 req/s +h2 stream niquests_blocking 1024 B c= 10 round=1/3 1313.9 req/s +h2 full niquests 4194304 B c=100 round=1/3 49.8 req/s +h2 full httpx_blocking 65536 B c= 50 round=1/3 593.3 req/s +h2 full curl_cffi_blocking 4194304 B c=100 round=1/3 47.7 req/s +h2 full ry 2097152 B c= 50 round=1/3 77.6 req/s +h2 stream wreq 2097152 B c= 10 round=1/3 291.9 req/s +h2 full curl_cffi 65536 B c=150 round=1/3 5093.9 req/s +h2 stream pyreqwest_st 2097152 B c=100 round=1/3 112.9 req/s +h2 full httpx 2097152 B c= 10 round=1/3 46.4 req/s +h2 stream pycurl 10240 B c= 50 round=1/3 6423.5 req/s +h2 full pyreqwest_mt 131072 B c=150 round=1/3 2056.4 req/s +h2 full pyreqwest_mt 10240 B c=100 round=1/3 7448.2 req/s +h2 stream curl_cffi 10240 B c= 10 round=1/3 4390.7 req/s +h2 full pyreqwest_st 4194304 B c= 50 round=1/3 69.6 req/s +h2 full ry_blocking 10240 B c= 10 round=1/3 8896.1 req/s +h2 full curl_cffi_blocking 131072 B c=100 round=1/3 421.2 req/s +h2 stream pyreqwest_st 10240 B c=150 round=1/3 2520.6 req/s +h2 full curl_cffi 10240 B c= 10 round=1/3 5909.4 req/s +h2 full pyreqwest_mt 4194304 B c=100 round=1/3 81.9 req/s +h2 full curl_cffi 1048576 B c= 10 round=1/3 569.2 req/s +h2 stream niquests 2097152 B c= 10 round=1/3 94.2 req/s +h2 full ry 1024 B c= 50 round=1/3 2864.6 req/s +h2 full pycurl 65536 B c=100 round=1/3 2935.4 req/s +h2 stream ry 4194304 B c=150 round=1/3 37.7 req/s +h2 stream wreq 1048576 B c= 10 round=1/3 604.2 req/s +h2 full niquests 65536 B c=150 round=1/3 1344.6 req/s +h2 stream niquests_blocking 10240 B c=100 round=1/3 1093.8 req/s +h2 full curl_cffi 10240 B c=150 round=1/3 8390.5 req/s +h2 full httpx_blocking 1048576 B c= 50 round=1/3 50.0 req/s +h2 stream wreq 65536 B c= 50 round=1/3 7293.0 req/s +h2 stream niquests 1024 B c=150 round=1/3 2081.6 req/s +h2 stream wreq_st 131072 B c=150 round=1/3 5894.5 req/s +h2 full httpx_blocking 2097152 B c=150 round=1/3 23.8 req/s +h2 full wreq_blocking 65536 B c=150 round=1/3 3231.3 req/s +h2 full wreq_blocking 2097152 B c= 50 round=1/3 1160.7 req/s +h2 full httpx_blocking 1048576 B c= 10 round=1/3 51.3 req/s +h2 stream pycurl 4194304 B c=100 round=1/3 49.3 req/s +h2 full wreq 131072 B c=100 round=1/3 4201.3 req/s +h2 full ry_blocking 1048576 B c= 10 round=1/3 423.2 req/s +h2 full curl_cffi_blocking 131072 B c=150 round=1/3 427.2 req/s +h2 stream niquests_blocking 131072 B c=150 round=1/3 423.3 req/s +h2 full wreq_blocking 1024 B c= 10 round=1/3 3835.0 req/s +h2 stream pycurl 2097152 B c= 10 round=1/3 92.9 req/s +h2 full wreq_st 10240 B c= 50 round=1/3 21510.3 req/s +h2 full ry 1048576 B c= 10 round=1/3 138.2 req/s +h2 full pycurl 2097152 B c= 10 round=1/3 107.2 req/s +h2 full curl_cffi_blocking 1024 B c= 50 round=1/3 558.0 req/s +h2 stream wreq 2097152 B c=100 round=1/3 292.6 req/s +h2 full curl_cffi 10240 B c= 50 round=1/3 6592.1 req/s +h2 full curl_cffi 2097152 B c= 50 round=1/3 309.5 req/s +h2 full httpx 4194304 B c=100 round=1/3 15.4 req/s +h2 full curl_cffi 131072 B c=150 round=1/3 3123.1 req/s +h2 full ry_blocking 2097152 B c= 10 round=1/3 212.5 req/s +h2 full curl_cffi_blocking 10240 B c=150 round=1/3 551.8 req/s +h2 stream ry_blocking 4194304 B c= 50 round=1/3 101.1 req/s +h2 full curl_cffi_blocking 10240 B c=100 round=1/3 555.9 req/s +h2 full wreq_st 10240 B c= 10 round=1/3 17780.9 req/s +h2 stream httpx_blocking 65536 B c= 50 round=1/3 616.4 req/s +h2 stream httpx 1048576 B c=100 round=1/3 106.7 req/s +h2 full wreq_st 4194304 B c= 50 round=1/3 205.3 req/s +h2 full httpx 10240 B c=100 round=1/3 1600.0 req/s +h2 stream curl_cffi_blocking 2097152 B c=100 round=1/3 78.2 req/s +h2 stream niquests_blocking 1024 B c=100 round=1/3 1234.1 req/s +h2 stream wreq_blocking 131072 B c=150 round=1/3 515.7 req/s +h2 full httpx_blocking 4194304 B c=100 round=1/3 10.0 req/s +h2 stream niquests 10240 B c= 10 round=1/3 1658.8 req/s +h2 stream ry_blocking 1024 B c=100 round=1/3 4850.9 req/s +h2 full pyreqwest_mt 4194304 B c= 10 round=1/3 86.2 req/s +h2 stream pycurl 4194304 B c=150 round=1/3 49.5 req/s +h2 stream curl_cffi_blocking 1024 B c= 10 round=1/3 526.0 req/s +h2 stream niquests_blocking 1048576 B c= 10 round=1/3 71.7 req/s +h2 full wreq_st 1048576 B c=150 round=1/3 841.7 req/s +h2 stream wreq 131072 B c=100 round=1/3 3823.5 req/s +h2 stream httpx 2097152 B c= 50 round=1/3 57.4 req/s +h2 stream wreq_st 4194304 B c= 10 round=1/3 210.4 req/s +h2 full httpx_blocking 1024 B c= 50 round=1/3 1507.1 req/s +h2 full wreq_st 1048576 B c= 10 round=1/3 862.6 req/s +h2 full niquests 65536 B c= 50 round=1/3 1314.2 req/s +h2 full pyreqwest_mt 1024 B c=100 round=1/3 7653.1 req/s +h2 full pycurl 2097152 B c= 50 round=1/3 112.6 req/s +h2 stream curl_cffi 65536 B c= 10 round=1/3 2162.8 req/s +h2 stream ry 65536 B c=100 round=1/3 835.7 req/s +h2 full ry 2097152 B c=100 round=1/3 76.7 req/s +h2 full ry 4194304 B c= 50 round=1/3 39.0 req/s +h2 full niquests_blocking 4194304 B c= 50 round=1/3 18.5 req/s +h2 full ry_blocking 131072 B c= 10 round=1/3 2803.3 req/s +h2 full pyreqwest_st 1024 B c=150 round=1/3 4120.1 req/s +h2 full niquests_blocking 1048576 B c=100 round=1/3 71.5 req/s +h2 stream httpx_blocking 10240 B c=100 round=1/3 1424.0 req/s +h2 full wreq_blocking 4194304 B c=100 round=1/3 630.1 req/s +h2 full ry 10240 B c= 50 round=1/3 2770.6 req/s +h2 stream pyreqwest_st 4194304 B c= 50 round=1/3 61.2 req/s +h2 stream wreq_st 4194304 B c=100 round=1/3 210.3 req/s +h2 full curl_cffi_blocking 1024 B c=150 round=1/3 544.9 req/s +h2 full wreq 2097152 B c= 50 round=1/3 337.0 req/s +h2 full curl_cffi 2097152 B c= 10 round=1/3 277.0 req/s +h2 full httpx 131072 B c= 50 round=1/3 564.1 req/s +h2 stream ry 2097152 B c= 50 round=1/3 68.0 req/s +h2 full wreq_st 1024 B c=150 round=1/3 29822.9 req/s +h2 full ry_blocking 65536 B c=100 round=1/3 4053.1 req/s +h2 stream pycurl 4194304 B c= 50 round=1/3 49.3 req/s +h2 stream pyreqwest_mt 65536 B c=100 round=1/3 1615.6 req/s +h2 full niquests_blocking 131072 B c=150 round=1/3 424.5 req/s +h2 full httpx 65536 B c=150 round=1/3 894.7 req/s +h2 stream wreq_blocking 2097152 B c=150 round=1/3 337.3 req/s +h2 full niquests 1024 B c= 50 round=1/3 2080.0 req/s +h2 full niquests_blocking 1048576 B c=150 round=1/3 73.3 req/s +h2 stream ry_blocking 10240 B c=100 round=1/3 4784.3 req/s +h2 full curl_cffi_blocking 1048576 B c= 50 round=1/3 152.7 req/s +h2 full httpx 4194304 B c= 10 round=1/3 18.9 req/s +h2 full pycurl 10240 B c=150 round=1/3 9359.6 req/s +h2 stream ry_blocking 10240 B c= 10 round=1/3 5327.5 req/s +h2 stream curl_cffi_blocking 1048576 B c=100 round=1/3 136.0 req/s +h2 stream ry_blocking 65536 B c= 10 round=1/3 2514.4 req/s +h2 full pyreqwest_mt 1024 B c= 50 round=1/3 7408.8 req/s +h2 stream curl_cffi_blocking 65536 B c= 50 round=1/3 441.2 req/s +h2 full httpx_blocking 1024 B c= 10 round=1/3 1558.5 req/s +h2 full pyreqwest_mt 1024 B c=150 round=1/3 7415.0 req/s +h2 stream niquests 1048576 B c=150 round=1/3 175.1 req/s +h2 full pycurl 2097152 B c=150 round=1/3 111.6 req/s +h2 stream ry 1048576 B c=100 round=1/3 118.5 req/s +h2 full curl_cffi 65536 B c= 10 round=1/3 3566.3 req/s +h2 full curl_cffi_blocking 1048576 B c=100 round=1/3 153.5 req/s +h2 stream pyreqwest_mt 131072 B c= 10 round=1/3 1096.0 req/s +h2 stream pycurl 131072 B c= 50 round=1/3 1261.7 req/s +h2 stream niquests_blocking 1024 B c= 50 round=1/3 1287.6 req/s +h2 stream niquests_blocking 1024 B c=150 round=1/3 1209.3 req/s +h2 full httpx 2097152 B c= 50 round=1/3 41.0 req/s +h2 stream wreq_blocking 4194304 B c=150 round=1/3 281.0 req/s +h2 stream httpx 131072 B c=100 round=1/3 587.6 req/s +h2 full httpx_blocking 65536 B c=150 round=1/3 605.3 req/s +h2 full httpx_blocking 2097152 B c= 10 round=1/3 24.6 req/s +h2 stream curl_cffi 4194304 B c= 10 round=1/3 135.6 req/s +h2 stream niquests_blocking 1048576 B c=100 round=1/3 71.5 req/s +h2 stream wreq_blocking 2097152 B c= 10 round=1/3 339.5 req/s +h2 full ry_blocking 1048576 B c=150 round=1/3 422.2 req/s +h2 stream ry_blocking 4194304 B c= 10 round=1/3 99.5 req/s +h2 full wreq_blocking 1048576 B c= 10 round=1/3 1745.1 req/s +h2 full curl_cffi 10240 B c=100 round=1/3 9243.8 req/s +h2 full wreq 4194304 B c= 50 round=1/3 183.5 req/s +h2 stream httpx 10240 B c=100 round=1/3 1620.1 req/s +h2 full curl_cffi_blocking 4194304 B c=150 round=1/3 49.1 req/s +h2 full httpx_blocking 131072 B c=100 round=1/3 353.8 req/s +h2 stream niquests 1024 B c= 50 round=1/3 2017.1 req/s +h2 full curl_cffi 1024 B c= 10 round=1/3 6317.0 req/s +h2 stream curl_cffi 4194304 B c=150 round=1/3 114.2 req/s +h2 full ry_blocking 4194304 B c= 10 round=1/3 105.0 req/s +h2 full niquests 1048576 B c=150 round=1/3 179.1 req/s +h2 stream ry_blocking 65536 B c=100 round=1/3 2357.0 req/s +h2 full niquests 10240 B c=150 round=1/3 1989.6 req/s +h2 stream wreq_st 4194304 B c= 50 round=1/3 215.1 req/s +h2 full wreq_st 2097152 B c=150 round=1/3 414.6 req/s +h2 stream httpx 4194304 B c= 50 round=1/3 28.4 req/s +h2 full wreq 10240 B c=150 round=1/3 29224.1 req/s +h2 full httpx 1024 B c= 50 round=1/3 1594.3 req/s +h2 full wreq 65536 B c= 50 round=1/3 7624.1 req/s +h2 stream httpx 10240 B c= 10 round=1/3 1536.3 req/s +h2 stream pycurl 65536 B c=100 round=1/3 1891.1 req/s +h2 stream pycurl 1048576 B c=150 round=1/3 194.1 req/s +h2 stream wreq 131072 B c= 50 round=1/3 3951.5 req/s +h2 stream wreq_st 1024 B c= 50 round=1/3 20005.6 req/s +h2 stream niquests_blocking 1048576 B c= 50 round=1/3 71.5 req/s +h2 full pycurl 10240 B c= 50 round=1/3 10993.0 req/s +h2 stream ry_blocking 2097152 B c=150 round=1/3 192.2 req/s +h2 stream ry_blocking 4194304 B c=150 round=1/3 101.8 req/s +h2 stream wreq 4194304 B c=100 round=1/3 141.8 req/s +h2 full wreq_st 131072 B c= 50 round=1/3 6760.5 req/s +h2 full wreq 1024 B c=100 round=1/3 30146.6 req/s +h2 stream wreq_st 2097152 B c= 50 round=1/3 415.1 req/s +h2 stream pyreqwest_mt 1048576 B c=100 round=1/3 226.5 req/s +h2 full httpx_blocking 65536 B c=100 round=1/3 593.3 req/s +h2 full curl_cffi_blocking 65536 B c= 50 round=1/3 489.6 req/s +h2 stream curl_cffi_blocking 1024 B c=100 round=1/3 528.6 req/s +h2 full ry 4194304 B c=100 round=1/3 39.8 req/s +h2 stream wreq_st 2097152 B c= 10 round=1/3 416.4 req/s +h2 stream pyreqwest_st 2097152 B c= 10 round=1/3 107.1 req/s +h2 full pycurl 131072 B c= 50 round=1/3 1646.9 req/s +h2 stream wreq 65536 B c=100 round=1/3 6434.6 req/s +h2 stream pyreqwest_mt 2097152 B c= 50 round=1/3 138.1 req/s +h2 stream httpx 1048576 B c=150 round=1/3 106.5 req/s +h2 stream curl_cffi 131072 B c=150 round=1/3 2389.6 req/s +h2 full wreq 10240 B c=100 round=1/3 27296.3 req/s +h2 full pycurl 1048576 B c=100 round=1/3 221.5 req/s +h2 full httpx 4194304 B c= 50 round=1/3 15.8 req/s +h2 stream wreq_blocking 1024 B c= 50 round=1/3 560.5 req/s +h2 full pyreqwest_st 65536 B c= 10 round=1/3 2517.0 req/s +h2 stream curl_cffi 4194304 B c=100 round=1/3 128.0 req/s +h2 stream wreq 1024 B c=150 round=1/3 19811.9 req/s +h2 stream pyreqwest_mt 4194304 B c=100 round=1/3 74.1 req/s +h2 stream ry 10240 B c=150 round=1/3 1690.1 req/s +h2 stream wreq_st 10240 B c= 50 round=1/3 15123.7 req/s +h2 full niquests_blocking 131072 B c= 50 round=1/3 429.1 req/s +h2 stream ry 4194304 B c=100 round=1/3 36.3 req/s +h2 full httpx_blocking 131072 B c=150 round=1/3 363.2 req/s +h2 full wreq_blocking 10240 B c= 10 round=1/3 3731.4 req/s +h2 stream pycurl 1024 B c= 10 round=1/3 6815.3 req/s +h2 full curl_cffi 131072 B c=100 round=1/3 3155.4 req/s +h2 stream ry 2097152 B c=150 round=1/3 68.0 req/s +h2 full httpx_blocking 4194304 B c= 10 round=1/3 11.1 req/s +h2 full pyreqwest_st 10240 B c=100 round=1/3 4206.0 req/s +h2 stream wreq 2097152 B c=150 round=1/3 274.4 req/s +h2 stream curl_cffi_blocking 1024 B c=150 round=1/3 525.2 req/s +h2 full pyreqwest_mt 65536 B c=100 round=1/3 4448.1 req/s +h2 full wreq_st 4194304 B c= 10 round=1/3 209.3 req/s +h2 stream wreq_st 1048576 B c= 10 round=1/3 828.4 req/s +h2 full wreq_blocking 131072 B c=100 round=1/3 3351.2 req/s +h2 full pyreqwest_st 1048576 B c=100 round=1/3 273.9 req/s +h2 stream wreq_st 1048576 B c=150 round=1/3 814.4 req/s +h2 stream pyreqwest_st 65536 B c= 50 round=1/3 1235.5 req/s +h2 full pycurl 10240 B c= 10 round=1/3 12976.8 req/s +h2 full httpx 10240 B c=150 round=1/3 1559.3 req/s +h2 stream wreq_blocking 65536 B c=150 round=1/3 514.9 req/s +h2 full pycurl 4194304 B c= 10 round=1/3 53.2 req/s +h2 full ry_blocking 131072 B c=100 round=1/3 2529.7 req/s +h2 stream wreq_st 2097152 B c=100 round=1/3 418.1 req/s +h2 stream pycurl 4194304 B c= 10 round=1/3 47.0 req/s +h2 stream httpx 65536 B c=150 round=1/3 855.6 req/s +h2 stream wreq_blocking 131072 B c=100 round=1/3 516.2 req/s +h2 full curl_cffi_blocking 131072 B c= 10 round=1/3 426.4 req/s +h2 full httpx 65536 B c= 50 round=1/3 863.6 req/s +h2 full wreq 10240 B c= 10 round=1/3 12163.6 req/s +h2 full httpx 1048576 B c=100 round=1/3 89.6 req/s +h2 stream ry 1024 B c= 10 round=1/3 1449.8 req/s +h2 stream ry 1024 B c=100 round=1/3 1720.3 req/s +h2 full ry 1024 B c= 10 round=1/3 2418.2 req/s +h2 stream pyreqwest_mt 2097152 B c= 10 round=1/3 135.5 req/s +h2 stream pycurl 2097152 B c= 50 round=1/3 97.7 req/s +h2 full pycurl 4194304 B c=150 round=1/3 56.8 req/s +h2 stream niquests 2097152 B c= 50 round=1/3 94.6 req/s +h2 full pyreqwest_st 1024 B c=100 round=1/3 4178.7 req/s +h2 full curl_cffi 4194304 B c=150 round=1/3 148.1 req/s +h2 stream wreq_st 1024 B c= 10 round=1/3 11118.7 req/s +h2 full wreq_st 4194304 B c=150 round=1/3 206.1 req/s +h2 stream niquests_blocking 4194304 B c= 10 round=1/3 18.5 req/s +h2 full niquests 1048576 B c=100 round=1/3 179.4 req/s +h2 stream httpx_blocking 131072 B c= 10 round=1/3 365.9 req/s +h2 full wreq_st 2097152 B c=100 round=1/3 422.8 req/s +h2 full ry 2097152 B c= 50 round=2/3 78.1 req/s +h2 stream ry 2097152 B c= 10 round=2/3 57.5 req/s +h2 full wreq_st 131072 B c=100 round=2/3 6433.3 req/s +h2 stream curl_cffi 2097152 B c=150 round=2/3 233.2 req/s +h2 stream wreq_blocking 131072 B c=100 round=2/3 518.0 req/s +h2 full niquests_blocking 1048576 B c=150 round=2/3 73.1 req/s +h2 stream httpx_blocking 2097152 B c=100 round=2/3 26.7 req/s +h2 full wreq_st 10240 B c=150 round=2/3 24265.2 req/s +h2 stream ry_blocking 10240 B c=100 round=2/3 4773.2 req/s +h2 full wreq 1048576 B c=100 round=2/3 620.0 req/s +h2 full pyreqwest_st 65536 B c= 10 round=2/3 2647.8 req/s +h2 full wreq_st 65536 B c=100 round=2/3 12229.1 req/s +h2 full wreq_blocking 2097152 B c=150 round=2/3 1074.5 req/s +h2 full curl_cffi 131072 B c=100 round=2/3 3250.5 req/s +h2 stream httpx 2097152 B c=100 round=2/3 53.5 req/s +h2 stream niquests 131072 B c=100 round=2/3 890.0 req/s +h2 full ry_blocking 1024 B c= 10 round=2/3 9088.2 req/s +h2 stream wreq 131072 B c= 50 round=2/3 3968.1 req/s +h2 full pyreqwest_mt 4194304 B c=100 round=2/3 82.5 req/s +h2 full niquests 131072 B c= 50 round=2/3 895.4 req/s +h2 full niquests_blocking 65536 B c=150 round=2/3 663.4 req/s +h2 full pyreqwest_mt 1024 B c=150 round=2/3 7594.1 req/s +h2 full ry_blocking 131072 B c=100 round=2/3 2531.4 req/s +h2 stream wreq 65536 B c=100 round=2/3 7198.2 req/s +h2 stream pyreqwest_mt 1048576 B c=100 round=2/3 226.5 req/s +h2 full curl_cffi 2097152 B c= 10 round=2/3 282.5 req/s +h2 full curl_cffi 2097152 B c=150 round=2/3 305.7 req/s +h2 full httpx 10240 B c= 50 round=2/3 1571.5 req/s +h2 stream wreq_blocking 2097152 B c= 50 round=2/3 340.5 req/s +h2 stream niquests_blocking 4194304 B c= 50 round=2/3 18.4 req/s +h2 stream curl_cffi_blocking 1048576 B c= 10 round=2/3 138.0 req/s +h2 stream curl_cffi_blocking 2097152 B c= 50 round=2/3 78.6 req/s +h2 full wreq 2097152 B c= 50 round=2/3 357.1 req/s +h2 stream ry_blocking 131072 B c= 10 round=2/3 1864.8 req/s +h2 stream pycurl 2097152 B c= 50 round=2/3 97.6 req/s +h2 full wreq_blocking 1024 B c=150 round=2/3 3296.2 req/s +h2 stream pycurl 131072 B c=150 round=2/3 1213.1 req/s +h2 full wreq 65536 B c= 50 round=2/3 7469.5 req/s +h2 full wreq_blocking 131072 B c= 10 round=2/3 3529.0 req/s +h2 full wreq_blocking 2097152 B c= 10 round=2/3 1176.9 req/s +h2 stream httpx 4194304 B c=100 round=2/3 26.5 req/s +h2 stream httpx 10240 B c= 50 round=2/3 1616.2 req/s +h2 full pycurl 65536 B c= 50 round=2/3 3013.7 req/s +h2 stream httpx_blocking 65536 B c=150 round=2/3 601.3 req/s +h2 full curl_cffi_blocking 131072 B c= 10 round=2/3 420.3 req/s +h2 stream curl_cffi_blocking 2097152 B c= 10 round=2/3 78.3 req/s +h2 full curl_cffi_blocking 10240 B c=150 round=2/3 550.6 req/s +h2 full ry_blocking 65536 B c=150 round=2/3 3903.1 req/s +h2 stream pyreqwest_mt 65536 B c=150 round=2/3 1641.7 req/s +h2 stream httpx 65536 B c=100 round=2/3 901.2 req/s +h2 stream curl_cffi_blocking 65536 B c=100 round=2/3 440.4 req/s +h2 full niquests 10240 B c=150 round=2/3 1594.4 req/s +h2 stream wreq_st 4194304 B c=100 round=2/3 206.0 req/s +h2 stream niquests_blocking 10240 B c= 10 round=2/3 1317.5 req/s +h2 stream pyreqwest_st 10240 B c= 10 round=2/3 2457.3 req/s +h2 stream pyreqwest_st 1024 B c= 50 round=2/3 2528.8 req/s +h2 stream curl_cffi 10240 B c= 10 round=2/3 3984.4 req/s +h2 full ry_blocking 4194304 B c= 10 round=2/3 104.6 req/s +h2 stream pycurl 2097152 B c=150 round=2/3 98.7 req/s +h2 full curl_cffi 131072 B c= 50 round=2/3 3168.7 req/s +h2 stream pyreqwest_st 131072 B c=150 round=2/3 948.0 req/s +h2 stream wreq 65536 B c= 10 round=2/3 5010.4 req/s +h2 stream httpx_blocking 65536 B c= 10 round=2/3 619.7 req/s +h2 full wreq 10240 B c=100 round=2/3 30644.5 req/s +h2 full pyreqwest_st 2097152 B c=150 round=2/3 140.2 req/s +h2 stream ry_blocking 2097152 B c=100 round=2/3 192.1 req/s +h2 full ry 131072 B c=100 round=2/3 953.6 req/s +h2 full httpx_blocking 131072 B c=100 round=2/3 348.0 req/s +h2 stream niquests_blocking 1024 B c= 10 round=2/3 1333.0 req/s +h2 stream curl_cffi_blocking 1048576 B c=150 round=2/3 139.5 req/s +h2 stream ry_blocking 65536 B c=150 round=2/3 2293.9 req/s +h2 stream niquests_blocking 65536 B c= 50 round=2/3 628.6 req/s +h2 stream ry 4194304 B c= 50 round=2/3 36.4 req/s +h2 stream curl_cffi_blocking 4194304 B c= 10 round=2/3 42.8 req/s +h2 full niquests_blocking 1048576 B c= 10 round=2/3 72.8 req/s +h2 stream niquests_blocking 2097152 B c= 10 round=2/3 36.6 req/s +h2 stream pyreqwest_mt 4194304 B c= 10 round=2/3 76.0 req/s +h2 stream wreq 1048576 B c= 50 round=2/3 548.5 req/s +h2 full pycurl 131072 B c= 10 round=2/3 1591.4 req/s +h2 stream ry 10240 B c=150 round=2/3 1677.8 req/s +h2 stream curl_cffi 131072 B c= 10 round=2/3 1528.0 req/s +h2 stream ry_blocking 1024 B c=150 round=2/3 4497.8 req/s +h2 full curl_cffi_blocking 1048576 B c= 10 round=2/3 152.9 req/s +h2 full httpx_blocking 2097152 B c=100 round=2/3 23.1 req/s +h2 stream pyreqwest_mt 1024 B c= 50 round=2/3 3382.3 req/s +h2 stream wreq_st 65536 B c= 10 round=2/3 6012.0 req/s +h2 full pyreqwest_mt 2097152 B c=100 round=2/3 161.2 req/s +h2 full wreq_st 1048576 B c=150 round=2/3 838.7 req/s +h2 stream niquests_blocking 1048576 B c=100 round=2/3 71.2 req/s +h2 stream wreq_blocking 65536 B c=150 round=2/3 520.0 req/s +h2 stream httpx 1048576 B c= 50 round=2/3 106.0 req/s +h2 stream curl_cffi 1048576 B c= 50 round=2/3 523.9 req/s +h2 full pyreqwest_mt 1024 B c=100 round=2/3 7817.5 req/s +h2 stream wreq_blocking 65536 B c= 50 round=2/3 532.5 req/s +h2 full pyreqwest_st 65536 B c=150 round=2/3 2533.1 req/s +h2 full httpx 4194304 B c= 10 round=2/3 18.9 req/s +h2 full pyreqwest_st 131072 B c= 50 round=2/3 1644.3 req/s +h2 stream pyreqwest_mt 65536 B c= 10 round=2/3 1350.5 req/s +h2 full curl_cffi 65536 B c=100 round=2/3 4678.9 req/s +h2 full niquests_blocking 131072 B c=150 round=2/3 429.7 req/s +h2 full ry_blocking 10240 B c= 10 round=2/3 9008.4 req/s +h2 full pyreqwest_st 1048576 B c=150 round=2/3 265.5 req/s +h2 stream httpx_blocking 1048576 B c= 50 round=2/3 53.8 req/s +h2 stream pyreqwest_mt 4194304 B c=150 round=2/3 71.5 req/s +h2 full curl_cffi_blocking 65536 B c=100 round=2/3 484.3 req/s +h2 stream wreq_blocking 1048576 B c=100 round=2/3 372.6 req/s +h2 stream wreq 1024 B c=150 round=2/3 20552.6 req/s +h2 full httpx_blocking 131072 B c=150 round=2/3 360.4 req/s +h2 stream pyreqwest_st 1048576 B c=100 round=2/3 185.0 req/s +h2 stream wreq_st 10240 B c=150 round=2/3 13476.7 req/s +h2 full ry_blocking 65536 B c=100 round=2/3 4018.9 req/s +h2 full ry 1048576 B c= 10 round=2/3 136.8 req/s +h2 full wreq 1024 B c=150 round=2/3 28078.2 req/s +h2 stream httpx_blocking 1048576 B c= 10 round=2/3 53.0 req/s +h2 stream curl_cffi_blocking 65536 B c=150 round=2/3 439.1 req/s +h2 full curl_cffi 10240 B c= 10 round=2/3 5969.3 req/s +h2 stream wreq_st 1024 B c=150 round=2/3 13301.1 req/s +h2 full ry 2097152 B c=150 round=2/3 77.5 req/s +h2 stream pyreqwest_st 10240 B c=100 round=2/3 2464.3 req/s +h2 stream ry 1048576 B c=100 round=2/3 118.5 req/s +h2 stream ry 1024 B c=150 round=2/3 1702.4 req/s +h2 full pyreqwest_mt 1048576 B c= 50 round=2/3 326.0 req/s +h2 stream wreq_blocking 1048576 B c= 50 round=2/3 378.4 req/s +h2 stream ry 1024 B c= 10 round=2/3 1367.9 req/s +h2 full wreq_blocking 131072 B c= 50 round=2/3 3442.2 req/s +h2 stream httpx_blocking 4194304 B c= 50 round=2/3 13.4 req/s +h2 full wreq 1024 B c= 50 round=2/3 27138.6 req/s +h2 full wreq_st 131072 B c=150 round=2/3 6887.5 req/s +h2 stream pyreqwest_st 4194304 B c=100 round=2/3 63.5 req/s +h2 stream pyreqwest_mt 1024 B c=150 round=2/3 3584.7 req/s +h2 full pycurl 2097152 B c= 10 round=2/3 107.1 req/s +h2 full pyreqwest_st 10240 B c= 10 round=2/3 4297.3 req/s +h2 stream curl_cffi 4194304 B c= 10 round=2/3 134.7 req/s +h2 full wreq_st 10240 B c=100 round=2/3 24371.9 req/s +h2 full niquests_blocking 131072 B c= 50 round=2/3 431.5 req/s +h2 full pycurl 1048576 B c= 50 round=2/3 219.6 req/s +h2 full wreq_st 1024 B c=150 round=2/3 29680.4 req/s +h2 stream curl_cffi_blocking 1048576 B c=100 round=2/3 136.8 req/s +h2 stream niquests 1024 B c= 10 round=2/3 2002.2 req/s +h2 full wreq 4194304 B c=150 round=2/3 157.6 req/s +h2 stream niquests 2097152 B c= 10 round=2/3 95.0 req/s +h2 full wreq_blocking 1048576 B c=150 round=2/3 1660.4 req/s +h2 stream httpx 10240 B c=150 round=2/3 1601.3 req/s +h2 stream wreq_blocking 4194304 B c=100 round=2/3 275.9 req/s +h2 stream curl_cffi 1048576 B c=150 round=2/3 444.6 req/s +h2 full niquests_blocking 1024 B c=150 round=2/3 1240.3 req/s +h2 stream curl_cffi 1024 B c=150 round=2/3 6471.6 req/s +h2 stream pycurl 131072 B c= 10 round=2/3 1254.5 req/s +h2 stream wreq_st 1048576 B c= 50 round=2/3 847.3 req/s +h2 full wreq_blocking 10240 B c= 50 round=2/3 3624.2 req/s +h2 full wreq_blocking 1048576 B c=100 round=2/3 1679.0 req/s +h2 full httpx_blocking 1048576 B c=100 round=2/3 49.3 req/s +h2 full httpx_blocking 1024 B c= 10 round=2/3 1596.0 req/s +h2 stream ry_blocking 1024 B c= 50 round=2/3 4926.9 req/s +h2 stream httpx 131072 B c=100 round=2/3 576.4 req/s +h2 stream httpx_blocking 131072 B c=150 round=2/3 361.2 req/s +h2 full wreq_st 1024 B c=100 round=2/3 26679.5 req/s +h2 stream httpx 4194304 B c=150 round=2/3 25.9 req/s +h2 full ry 2097152 B c= 10 round=2/3 66.2 req/s +h2 full ry_blocking 1024 B c=100 round=2/3 7289.0 req/s +h2 full pycurl 4194304 B c=100 round=2/3 57.0 req/s +h2 stream niquests_blocking 2097152 B c= 50 round=2/3 36.5 req/s +h2 stream wreq 1048576 B c=100 round=2/3 577.9 req/s +h2 full niquests_blocking 2097152 B c=100 round=2/3 36.9 req/s +h2 stream curl_cffi_blocking 131072 B c=100 round=2/3 392.1 req/s +h2 full wreq_st 65536 B c= 50 round=2/3 11830.1 req/s +h2 stream pycurl 1024 B c=100 round=2/3 6038.8 req/s +h2 full pycurl 10240 B c=100 round=2/3 10463.3 req/s +h2 stream httpx_blocking 10240 B c= 10 round=2/3 1540.9 req/s +h2 full wreq 131072 B c= 50 round=2/3 4036.3 req/s +h2 full ry_blocking 65536 B c= 50 round=2/3 4328.0 req/s +h2 full niquests_blocking 10240 B c= 50 round=2/3 1295.5 req/s +h2 stream niquests 4194304 B c=150 round=2/3 47.5 req/s +h2 stream niquests 1024 B c=100 round=2/3 1989.8 req/s +h2 full pyreqwest_mt 1048576 B c= 10 round=2/3 349.9 req/s +h2 stream niquests 65536 B c=150 round=2/3 1297.0 req/s +h2 full pycurl 65536 B c=150 round=2/3 2769.4 req/s +h2 full wreq_blocking 4194304 B c= 10 round=2/3 682.8 req/s +h2 full wreq_st 1024 B c= 50 round=2/3 26555.0 req/s +h2 stream httpx_blocking 131072 B c= 10 round=2/3 367.6 req/s +h2 full pyreqwest_mt 65536 B c= 10 round=2/3 3880.8 req/s +h2 full ry 65536 B c= 50 round=2/3 1599.3 req/s +h2 full curl_cffi_blocking 65536 B c=150 round=2/3 488.1 req/s +h2 full curl_cffi_blocking 1048576 B c=100 round=2/3 152.4 req/s +h2 full httpx_blocking 2097152 B c=150 round=2/3 23.9 req/s +h2 full httpx_blocking 10240 B c=150 round=2/3 1418.7 req/s +h2 full wreq 4194304 B c= 50 round=2/3 193.2 req/s +h2 stream curl_cffi 1024 B c=100 round=2/3 5458.8 req/s +h2 full pyreqwest_mt 2097152 B c= 10 round=2/3 169.0 req/s +h2 full curl_cffi_blocking 65536 B c= 10 round=2/3 485.0 req/s +h2 stream httpx 2097152 B c= 10 round=2/3 57.1 req/s +h2 stream ry 10240 B c= 10 round=2/3 1496.3 req/s +h2 full wreq 10240 B c=150 round=2/3 25991.8 req/s +h2 stream niquests 4194304 B c= 50 round=2/3 48.1 req/s +h2 stream wreq 10240 B c=100 round=2/3 20889.6 req/s +h2 stream curl_cffi 65536 B c= 10 round=2/3 2075.1 req/s +h2 full wreq_blocking 4194304 B c= 50 round=2/3 643.4 req/s +h2 stream pyreqwest_st 2097152 B c=100 round=2/3 111.0 req/s +h2 full niquests 2097152 B c=150 round=2/3 98.8 req/s +h2 stream pycurl 10240 B c= 10 round=2/3 6719.3 req/s +h2 full wreq_st 1048576 B c= 10 round=2/3 832.4 req/s +h2 stream niquests_blocking 4194304 B c= 10 round=2/3 18.4 req/s +h2 stream pycurl 10240 B c=100 round=2/3 6030.1 req/s +h2 stream ry_blocking 4194304 B c= 50 round=2/3 100.7 req/s +h2 full httpx 65536 B c= 50 round=2/3 855.1 req/s +h2 full niquests_blocking 4194304 B c= 50 round=2/3 18.6 req/s +h2 full niquests_blocking 2097152 B c= 50 round=2/3 36.5 req/s +h2 stream niquests_blocking 10240 B c=150 round=2/3 1218.1 req/s +h2 full wreq 2097152 B c= 10 round=2/3 343.8 req/s +h2 stream wreq_blocking 131072 B c=150 round=2/3 516.4 req/s +h2 stream niquests 65536 B c= 50 round=2/3 1272.0 req/s +h2 full pyreqwest_st 10240 B c=150 round=2/3 4059.6 req/s +h2 full ry 4194304 B c= 50 round=2/3 39.7 req/s +h2 stream curl_cffi_blocking 10240 B c=150 round=2/3 523.6 req/s +h2 full ry 1048576 B c=100 round=2/3 150.9 req/s +h2 stream pyreqwest_mt 10240 B c= 50 round=2/3 3356.0 req/s +h2 full curl_cffi 10240 B c= 50 round=2/3 7805.4 req/s +h2 full httpx 10240 B c=150 round=2/3 1665.2 req/s +h2 full curl_cffi_blocking 2097152 B c=100 round=2/3 88.0 req/s +h2 full wreq 10240 B c= 50 round=2/3 24771.5 req/s +h2 full niquests 10240 B c=100 round=2/3 1948.8 req/s +h2 stream pyreqwest_mt 1048576 B c= 10 round=2/3 224.3 req/s +h2 full httpx_blocking 4194304 B c= 10 round=2/3 11.1 req/s +h2 full httpx_blocking 65536 B c= 10 round=2/3 623.2 req/s +h2 full httpx_blocking 4194304 B c= 50 round=2/3 10.2 req/s +h2 full curl_cffi 1048576 B c= 50 round=2/3 618.1 req/s +h2 stream curl_cffi_blocking 65536 B c= 50 round=2/3 441.8 req/s +h2 full httpx_blocking 10240 B c=100 round=2/3 1458.7 req/s +h2 full pyreqwest_st 1024 B c=150 round=2/3 4405.1 req/s +h2 stream pycurl 131072 B c=100 round=2/3 1261.7 req/s +h2 stream wreq_st 10240 B c= 50 round=2/3 14815.8 req/s +h2 full ry 4194304 B c=150 round=2/3 39.6 req/s +h2 full niquests_blocking 10240 B c=100 round=2/3 1225.7 req/s +h2 full httpx 2097152 B c=100 round=2/3 38.6 req/s +h2 full ry 1024 B c= 10 round=2/3 2547.2 req/s +h2 stream wreq 10240 B c= 50 round=2/3 20094.7 req/s +h2 stream ry_blocking 10240 B c= 50 round=2/3 5059.1 req/s +h2 full curl_cffi 10240 B c=150 round=2/3 6942.6 req/s +h2 stream pyreqwest_st 1048576 B c= 50 round=2/3 179.6 req/s +h2 full pyreqwest_st 1024 B c= 10 round=2/3 4269.0 req/s +h2 full ry 131072 B c= 10 round=2/3 890.1 req/s +h2 stream wreq_blocking 131072 B c= 50 round=2/3 525.1 req/s +h2 full pyreqwest_mt 2097152 B c= 50 round=2/3 166.7 req/s +h2 full httpx 4194304 B c=100 round=2/3 15.3 req/s +h2 full curl_cffi 1024 B c=150 round=2/3 7992.8 req/s +h2 stream curl_cffi_blocking 1024 B c=100 round=2/3 526.5 req/s +h2 stream wreq 4194304 B c=150 round=2/3 155.6 req/s +h2 stream niquests_blocking 4194304 B c=150 round=2/3 18.9 req/s +h2 full niquests 2097152 B c= 10 round=2/3 97.2 req/s +h2 full curl_cffi 1048576 B c=100 round=2/3 607.0 req/s +h2 full wreq_st 1048576 B c= 50 round=2/3 841.8 req/s +h2 full httpx_blocking 65536 B c=100 round=2/3 602.7 req/s +h2 full curl_cffi_blocking 1024 B c=150 round=2/3 551.5 req/s +h2 stream niquests 1048576 B c= 10 round=2/3 171.9 req/s +h2 stream wreq_st 1048576 B c=150 round=2/3 831.4 req/s +h2 full httpx 131072 B c=100 round=2/3 576.1 req/s +h2 full wreq_blocking 65536 B c=100 round=2/3 3468.6 req/s +h2 full curl_cffi 10240 B c=100 round=2/3 8009.1 req/s +h2 stream pycurl 4194304 B c=150 round=2/3 49.5 req/s +h2 full curl_cffi_blocking 131072 B c=100 round=2/3 424.5 req/s +h2 full pyreqwest_st 1048576 B c= 50 round=2/3 263.7 req/s +h2 full pycurl 4194304 B c= 50 round=2/3 56.4 req/s +h2 full pycurl 65536 B c= 10 round=2/3 2994.2 req/s +h2 stream httpx 65536 B c= 10 round=2/3 830.1 req/s +h2 full httpx 1048576 B c= 10 round=2/3 96.8 req/s +h2 stream httpx_blocking 1024 B c=150 round=2/3 1420.4 req/s +h2 full ry_blocking 10240 B c= 50 round=2/3 7859.4 req/s +h2 full pycurl 1024 B c=150 round=2/3 9148.7 req/s +h2 stream wreq 2097152 B c=150 round=2/3 299.6 req/s +h2 stream curl_cffi 10240 B c=150 round=2/3 5765.9 req/s +h2 stream ry 1048576 B c= 10 round=2/3 106.7 req/s +h2 stream httpx_blocking 2097152 B c= 10 round=2/3 26.9 req/s +h2 stream ry 1048576 B c=150 round=2/3 119.7 req/s +h2 full niquests_blocking 1024 B c= 50 round=2/3 1301.5 req/s +h2 full curl_cffi 4194304 B c=100 round=2/3 156.3 req/s +h2 full niquests_blocking 2097152 B c= 10 round=2/3 36.7 req/s +h2 stream httpx 10240 B c= 10 round=2/3 1512.7 req/s +h2 full curl_cffi_blocking 2097152 B c= 10 round=2/3 88.1 req/s +h2 full ry 1024 B c= 50 round=2/3 2827.2 req/s +h2 stream niquests 1024 B c= 50 round=2/3 2067.5 req/s +h2 full ry 65536 B c=100 round=2/3 1605.3 req/s +h2 stream curl_cffi_blocking 10240 B c= 50 round=2/3 526.8 req/s +h2 stream ry_blocking 1048576 B c= 10 round=2/3 336.7 req/s +h2 full niquests_blocking 4194304 B c= 10 round=2/3 18.6 req/s +h2 full wreq_st 65536 B c= 10 round=2/3 10260.0 req/s +h2 stream curl_cffi 2097152 B c= 10 round=2/3 245.1 req/s +h2 full pycurl 2097152 B c=100 round=2/3 112.8 req/s +h2 full pyreqwest_mt 2097152 B c=150 round=2/3 156.8 req/s +h2 stream pyreqwest_st 4194304 B c= 10 round=2/3 60.1 req/s +h2 full httpx 131072 B c= 50 round=2/3 555.1 req/s +h2 full httpx_blocking 1024 B c=100 round=2/3 1475.1 req/s +h2 stream pyreqwest_mt 65536 B c= 50 round=2/3 1581.0 req/s +h2 stream niquests_blocking 131072 B c=150 round=2/3 424.3 req/s +h2 full ry 2097152 B c=100 round=2/3 78.3 req/s +h2 full ry_blocking 4194304 B c=150 round=2/3 108.9 req/s +h2 stream curl_cffi 1024 B c= 50 round=2/3 6344.1 req/s +h2 full ry_blocking 1048576 B c= 50 round=2/3 429.4 req/s +h2 stream wreq_blocking 1048576 B c= 10 round=2/3 374.2 req/s +h2 full wreq_st 10240 B c= 10 round=2/3 17494.3 req/s +h2 full ry_blocking 1048576 B c= 10 round=2/3 429.0 req/s +h2 full ry_blocking 1024 B c= 50 round=2/3 7831.2 req/s +h2 full niquests 65536 B c= 50 round=2/3 1332.9 req/s +h2 stream ry_blocking 2097152 B c= 10 round=2/3 188.3 req/s +h2 stream ry_blocking 131072 B c= 50 round=2/3 1827.3 req/s +h2 full pyreqwest_mt 131072 B c=100 round=2/3 2432.9 req/s +h2 stream wreq_st 131072 B c=100 round=2/3 6048.2 req/s +h2 stream ry 131072 B c=100 round=2/3 618.7 req/s +h2 full niquests 1048576 B c= 50 round=2/3 183.1 req/s +h2 stream curl_cffi_blocking 10240 B c=100 round=2/3 526.7 req/s +h2 stream curl_cffi 4194304 B c= 50 round=2/3 130.8 req/s +h2 full ry 65536 B c=150 round=2/3 1523.7 req/s +h2 stream wreq_st 4194304 B c= 50 round=2/3 211.8 req/s +h2 full pycurl 10240 B c= 50 round=2/3 11437.5 req/s +h2 stream wreq_blocking 1024 B c= 10 round=2/3 567.9 req/s +h2 full httpx_blocking 1048576 B c=150 round=2/3 51.5 req/s +h2 full curl_cffi 2097152 B c=100 round=2/3 303.6 req/s +h2 full niquests_blocking 65536 B c= 10 round=2/3 684.3 req/s +h2 stream niquests 2097152 B c=100 round=2/3 96.7 req/s +h2 full niquests 1024 B c=150 round=2/3 2057.1 req/s +h2 full curl_cffi 2097152 B c= 50 round=2/3 310.3 req/s +h2 stream wreq_blocking 10240 B c=150 round=2/3 547.9 req/s +h2 full niquests 2097152 B c= 50 round=2/3 97.1 req/s +h2 full httpx 1024 B c= 10 round=2/3 1575.4 req/s +h2 stream niquests 2097152 B c=150 round=2/3 95.9 req/s +h2 stream httpx 10240 B c=100 round=2/3 1561.6 req/s +h2 full niquests 65536 B c=150 round=2/3 1324.5 req/s +h2 full wreq_blocking 1048576 B c= 10 round=2/3 1771.3 req/s +h2 full niquests 1024 B c=100 round=2/3 2017.5 req/s +h2 full niquests 4194304 B c= 50 round=2/3 48.5 req/s +h2 stream curl_cffi 1048576 B c= 10 round=2/3 456.1 req/s +h2 stream curl_cffi_blocking 131072 B c= 10 round=2/3 388.1 req/s +h2 stream wreq_st 1024 B c= 50 round=2/3 18103.3 req/s +h2 stream pyreqwest_mt 2097152 B c=150 round=2/3 131.8 req/s +h2 stream pycurl 4194304 B c= 50 round=2/3 48.9 req/s +h2 full httpx_blocking 10240 B c= 50 round=2/3 1477.7 req/s +h2 stream pycurl 1048576 B c=100 round=2/3 192.5 req/s +h2 full pyreqwest_mt 1048576 B c=100 round=2/3 315.3 req/s +h2 stream niquests_blocking 10240 B c= 50 round=2/3 1268.3 req/s +h2 stream niquests_blocking 65536 B c=100 round=2/3 656.9 req/s +h2 stream niquests 1024 B c=150 round=2/3 2086.6 req/s +h2 full pycurl 131072 B c=100 round=2/3 1619.9 req/s +h2 full niquests 4194304 B c=150 round=2/3 49.3 req/s +h2 full ry_blocking 65536 B c= 10 round=2/3 4496.9 req/s +h2 stream wreq_blocking 2097152 B c= 10 round=2/3 335.8 req/s +h2 full curl_cffi_blocking 10240 B c= 10 round=2/3 553.7 req/s +h2 full wreq 2097152 B c=150 round=2/3 361.1 req/s +h2 full ry_blocking 2097152 B c=150 round=2/3 220.4 req/s +h2 stream curl_cffi 65536 B c=150 round=2/3 2578.4 req/s +h2 full curl_cffi_blocking 10240 B c= 50 round=2/3 556.8 req/s +h2 full wreq_st 1048576 B c=100 round=2/3 827.9 req/s +h2 full wreq 1048576 B c= 50 round=2/3 625.3 req/s +h2 full wreq_blocking 2097152 B c= 50 round=2/3 1145.5 req/s +h2 stream ry_blocking 1024 B c= 10 round=2/3 5436.5 req/s +h2 full ry_blocking 1048576 B c=150 round=2/3 419.1 req/s +h2 full niquests_blocking 65536 B c=100 round=2/3 654.3 req/s +h2 stream wreq 4194304 B c= 10 round=2/3 147.7 req/s +h2 full wreq_blocking 65536 B c=150 round=2/3 3155.4 req/s +h2 stream wreq_st 1048576 B c=100 round=2/3 825.2 req/s +h2 stream curl_cffi 1024 B c= 10 round=2/3 4167.2 req/s +h2 full curl_cffi_blocking 4194304 B c=100 round=2/3 47.8 req/s +h2 stream pyreqwest_mt 10240 B c= 10 round=2/3 2979.6 req/s +h2 full httpx 4194304 B c= 50 round=2/3 15.7 req/s +h2 full curl_cffi_blocking 2097152 B c= 50 round=2/3 89.1 req/s +h2 full pyreqwest_st 65536 B c=100 round=2/3 2420.1 req/s +h2 stream ry 65536 B c= 10 round=2/3 722.8 req/s +h2 stream niquests 131072 B c=150 round=2/3 866.5 req/s +h2 stream ry 131072 B c= 50 round=2/3 634.3 req/s +h2 full niquests 1048576 B c=150 round=2/3 181.1 req/s +h2 full niquests 10240 B c= 10 round=2/3 1947.6 req/s +h2 full httpx 10240 B c=100 round=2/3 1606.5 req/s +h2 full httpx 2097152 B c= 10 round=2/3 46.9 req/s +h2 stream pycurl 4194304 B c=100 round=2/3 49.0 req/s +h2 stream pycurl 1048576 B c=150 round=2/3 193.4 req/s +h2 full curl_cffi 131072 B c=150 round=2/3 3353.3 req/s +h2 full httpx 1048576 B c= 50 round=2/3 92.7 req/s +h2 full pyreqwest_mt 65536 B c=150 round=2/3 4430.6 req/s +h2 full httpx_blocking 131072 B c= 50 round=2/3 358.8 req/s +h2 stream httpx_blocking 1024 B c=100 round=2/3 1373.1 req/s +h2 full wreq_blocking 1024 B c=100 round=2/3 3394.9 req/s +h2 full pyreqwest_st 4194304 B c=150 round=2/3 72.0 req/s +h2 stream curl_cffi_blocking 1024 B c= 50 round=2/3 525.6 req/s +h2 stream ry_blocking 2097152 B c=150 round=2/3 191.1 req/s +h2 stream pycurl 4194304 B c= 10 round=2/3 47.3 req/s +h2 full httpx 131072 B c= 10 round=2/3 541.5 req/s +h2 stream pyreqwest_st 10240 B c= 50 round=2/3 2589.7 req/s +h2 full pyreqwest_mt 131072 B c= 10 round=2/3 2311.0 req/s +h2 full ry_blocking 2097152 B c= 10 round=2/3 213.4 req/s +h2 full niquests 131072 B c=100 round=2/3 883.9 req/s +h2 stream httpx 65536 B c=150 round=2/3 899.5 req/s +h2 stream wreq_blocking 10240 B c= 10 round=2/3 561.3 req/s +h2 full pyreqwest_st 10240 B c=100 round=2/3 3974.0 req/s +h2 stream curl_cffi_blocking 131072 B c= 50 round=2/3 390.7 req/s +h2 full niquests 4194304 B c= 10 round=2/3 48.8 req/s +h2 full curl_cffi_blocking 1048576 B c=150 round=2/3 156.6 req/s +h2 stream wreq 10240 B c= 10 round=2/3 9870.5 req/s +h2 full wreq 1048576 B c=150 round=2/3 579.1 req/s +h2 stream wreq_st 131072 B c=150 round=2/3 6011.3 req/s +h2 full ry 10240 B c=150 round=2/3 2992.3 req/s +h2 stream pyreqwest_mt 4194304 B c=100 round=2/3 73.6 req/s +h2 full wreq 1048576 B c= 10 round=2/3 759.9 req/s +h2 full wreq_blocking 65536 B c= 10 round=2/3 3690.2 req/s +h2 stream curl_cffi_blocking 1024 B c=150 round=2/3 523.9 req/s +h2 stream wreq_blocking 2097152 B c=150 round=2/3 340.0 req/s +h2 full wreq_st 2097152 B c= 50 round=2/3 420.9 req/s +h2 stream wreq_st 1048576 B c= 10 round=2/3 825.4 req/s +h2 full wreq_blocking 65536 B c= 50 round=2/3 3544.3 req/s +h2 stream ry 1024 B c=100 round=2/3 1749.3 req/s +h2 stream wreq_st 1024 B c= 10 round=2/3 10739.4 req/s +h2 stream pyreqwest_mt 1048576 B c=150 round=2/3 221.7 req/s +h2 stream ry_blocking 4194304 B c=100 round=2/3 101.0 req/s +h2 full wreq 2097152 B c=100 round=2/3 308.2 req/s +h2 stream curl_cffi 2097152 B c= 50 round=2/3 255.8 req/s +h2 stream wreq_st 131072 B c= 50 round=2/3 5864.1 req/s +h2 stream pycurl 1048576 B c= 50 round=2/3 193.8 req/s +h2 stream curl_cffi 65536 B c=100 round=2/3 2708.4 req/s +h2 full wreq_st 65536 B c=150 round=2/3 14400.5 req/s +h2 full wreq_st 4194304 B c= 50 round=2/3 205.6 req/s +h2 stream pyreqwest_mt 1024 B c=100 round=2/3 3548.1 req/s +h2 full niquests 65536 B c= 10 round=2/3 1118.5 req/s +h2 stream wreq_blocking 1024 B c= 50 round=2/3 565.1 req/s +h2 full ry 131072 B c=150 round=2/3 932.5 req/s +h2 full curl_cffi_blocking 4194304 B c=150 round=2/3 49.1 req/s +h2 full httpx 1024 B c= 50 round=2/3 1594.6 req/s +h2 full pyreqwest_mt 1024 B c= 10 round=2/3 6811.5 req/s +h2 stream pyreqwest_st 1024 B c=150 round=2/3 2575.5 req/s +h2 stream curl_cffi 1048576 B c=100 round=2/3 504.8 req/s +h2 stream httpx_blocking 2097152 B c=150 round=2/3 27.8 req/s +h2 full pycurl 2097152 B c= 50 round=2/3 113.2 req/s +h2 full niquests_blocking 1024 B c=100 round=2/3 1269.9 req/s +h2 full wreq 1024 B c= 10 round=2/3 12923.1 req/s +h2 stream pycurl 1024 B c= 50 round=2/3 6274.4 req/s +h2 stream httpx 131072 B c= 10 round=2/3 509.2 req/s +h2 stream wreq 1048576 B c= 10 round=2/3 545.5 req/s +h2 stream ry_blocking 10240 B c= 10 round=2/3 5254.6 req/s +h2 full curl_cffi 1048576 B c= 10 round=2/3 528.4 req/s +h2 stream pyreqwest_st 65536 B c= 50 round=2/3 1206.7 req/s +h2 full niquests 1048576 B c= 10 round=2/3 178.8 req/s +h2 full niquests_blocking 10240 B c=150 round=2/3 1208.0 req/s +h2 stream wreq 1024 B c=100 round=2/3 24232.3 req/s +h2 full httpx_blocking 65536 B c= 50 round=2/3 616.6 req/s +h2 full httpx_blocking 4194304 B c=150 round=2/3 10.2 req/s +h2 stream niquests 65536 B c= 10 round=2/3 1306.9 req/s +h2 full ry_blocking 1024 B c=150 round=2/3 6632.1 req/s +h2 stream niquests 4194304 B c= 10 round=2/3 47.8 req/s +h2 full ry_blocking 1048576 B c=100 round=2/3 421.0 req/s +h2 stream wreq_blocking 10240 B c=100 round=2/3 555.9 req/s +h2 full httpx 2097152 B c=150 round=2/3 38.5 req/s +h2 stream pycurl 10240 B c=150 round=2/3 5744.5 req/s +h2 full pycurl 1048576 B c= 10 round=2/3 212.8 req/s +h2 full niquests 1024 B c= 50 round=2/3 2044.0 req/s +h2 full pyreqwest_st 1024 B c=100 round=2/3 4104.3 req/s +h2 full wreq_st 4194304 B c= 10 round=2/3 207.3 req/s +h2 full curl_cffi_blocking 131072 B c= 50 round=2/3 426.5 req/s +h2 stream wreq 1048576 B c=150 round=2/3 565.9 req/s +h2 full niquests 131072 B c= 10 round=2/3 905.5 req/s +h2 full httpx 2097152 B c= 50 round=2/3 40.8 req/s +h2 full wreq_st 131072 B c= 50 round=2/3 6859.8 req/s +h2 stream curl_cffi 10240 B c= 50 round=2/3 6011.5 req/s +h2 full niquests_blocking 10240 B c= 10 round=2/3 1320.4 req/s +h2 stream curl_cffi 4194304 B c=100 round=2/3 125.5 req/s +h2 stream ry_blocking 1048576 B c= 50 round=2/3 339.1 req/s +h2 full pycurl 4194304 B c=150 round=2/3 56.3 req/s +h2 stream ry 2097152 B c= 50 round=2/3 68.0 req/s +h2 full httpx 65536 B c=100 round=2/3 904.7 req/s +h2 stream pycurl 65536 B c=150 round=2/3 1833.3 req/s +h2 stream httpx 65536 B c= 50 round=2/3 854.8 req/s +h2 stream niquests_blocking 131072 B c=100 round=2/3 419.5 req/s +h2 stream wreq_blocking 65536 B c= 10 round=2/3 529.8 req/s +h2 stream niquests 131072 B c= 50 round=2/3 900.1 req/s +h2 full httpx_blocking 65536 B c=150 round=2/3 597.2 req/s +h2 full wreq_st 131072 B c= 10 round=2/3 5985.4 req/s +h2 stream ry_blocking 4194304 B c=150 round=2/3 101.6 req/s +h2 full pycurl 131072 B c= 50 round=2/3 1624.5 req/s +h2 stream wreq 65536 B c= 50 round=2/3 6920.6 req/s +h2 stream pyreqwest_st 4194304 B c=150 round=2/3 62.5 req/s +h2 full pyreqwest_st 4194304 B c= 50 round=2/3 70.3 req/s +h2 full pycurl 1024 B c= 50 round=2/3 11129.6 req/s +h2 full pycurl 131072 B c=150 round=2/3 1571.6 req/s +h2 stream niquests 1048576 B c= 50 round=2/3 178.1 req/s +h2 stream ry_blocking 1024 B c=100 round=2/3 4839.1 req/s +h2 stream curl_cffi_blocking 2097152 B c=150 round=2/3 80.3 req/s +h2 stream wreq_blocking 65536 B c=100 round=2/3 521.2 req/s +h2 stream ry 2097152 B c=150 round=2/3 69.8 req/s +h2 stream ry 4194304 B c=150 round=2/3 37.4 req/s +h2 stream niquests_blocking 131072 B c= 10 round=2/3 437.4 req/s +h2 full httpx 1048576 B c=150 round=2/3 89.7 req/s +h2 stream niquests_blocking 65536 B c=150 round=2/3 658.2 req/s +h2 stream niquests 65536 B c=100 round=2/3 1147.8 req/s +h2 stream wreq 2097152 B c=100 round=2/3 297.3 req/s +h2 full pyreqwest_mt 4194304 B c= 10 round=2/3 86.5 req/s +h2 full curl_cffi_blocking 1024 B c= 10 round=2/3 561.6 req/s +h2 full httpx 4194304 B c=150 round=2/3 15.1 req/s +h2 full niquests_blocking 4194304 B c=100 round=2/3 18.5 req/s +h2 stream pyreqwest_mt 4194304 B c= 50 round=2/3 76.5 req/s +h2 stream pycurl 1048576 B c= 10 round=2/3 186.7 req/s +h2 full pyreqwest_mt 131072 B c=150 round=2/3 2119.2 req/s +h2 stream niquests_blocking 10240 B c=100 round=2/3 1233.7 req/s +h2 full niquests 1024 B c= 10 round=2/3 2042.9 req/s +h2 stream pyreqwest_st 4194304 B c= 50 round=2/3 62.9 req/s +h2 full wreq_blocking 1048576 B c= 50 round=2/3 1744.1 req/s +h2 full ry_blocking 10240 B c=100 round=2/3 7172.6 req/s +h2 full wreq_blocking 1024 B c= 50 round=2/3 3632.6 req/s +h2 full httpx_blocking 4194304 B c=100 round=2/3 10.0 req/s +h2 full niquests 131072 B c=150 round=2/3 899.7 req/s +h2 full niquests_blocking 65536 B c= 50 round=2/3 662.8 req/s +h2 stream pyreqwest_mt 2097152 B c= 50 round=2/3 138.6 req/s +h2 full httpx 131072 B c=150 round=2/3 579.7 req/s +h2 stream ry 131072 B c=150 round=2/3 612.2 req/s +h2 full pyreqwest_mt 4194304 B c=150 round=2/3 79.1 req/s +h2 stream ry 10240 B c= 50 round=2/3 1591.1 req/s +h2 stream ry 2097152 B c=100 round=2/3 67.4 req/s +h2 stream httpx_blocking 1048576 B c=100 round=2/3 52.6 req/s +h2 stream pycurl 131072 B c= 50 round=2/3 1262.0 req/s +h2 stream pyreqwest_st 1048576 B c=150 round=2/3 181.9 req/s +h2 stream wreq_st 2097152 B c=100 round=2/3 422.1 req/s +h2 full ry 1048576 B c=150 round=2/3 151.7 req/s +h2 full wreq_blocking 10240 B c=100 round=2/3 3433.0 req/s +h2 stream curl_cffi 4194304 B c=150 round=2/3 113.8 req/s +h2 stream curl_cffi_blocking 131072 B c=150 round=2/3 389.6 req/s +h2 stream httpx 1048576 B c=150 round=2/3 107.7 req/s +h2 full ry 10240 B c= 10 round=2/3 2512.9 req/s +h2 full pycurl 4194304 B c= 10 round=2/3 53.0 req/s +h2 stream wreq_blocking 1024 B c=100 round=2/3 551.3 req/s +h2 full curl_cffi_blocking 65536 B c= 50 round=2/3 491.7 req/s +h2 stream niquests 2097152 B c= 50 round=2/3 93.5 req/s +h2 stream pyreqwest_st 2097152 B c= 50 round=2/3 113.1 req/s +h2 stream pyreqwest_st 131072 B c= 10 round=2/3 917.6 req/s +h2 full pycurl 1048576 B c=100 round=2/3 220.3 req/s +h2 stream pycurl 65536 B c=100 round=2/3 1903.0 req/s +h2 full niquests_blocking 131072 B c= 10 round=2/3 428.2 req/s +h2 stream wreq_st 2097152 B c= 50 round=2/3 422.3 req/s +h2 stream niquests_blocking 1024 B c=150 round=2/3 1215.5 req/s +h2 stream pycurl 1024 B c=150 round=2/3 5747.3 req/s +h2 full httpx_blocking 1024 B c= 50 round=2/3 1521.9 req/s +h2 stream httpx_blocking 10240 B c= 50 round=2/3 1493.6 req/s +h2 full curl_cffi 1024 B c= 50 round=2/3 6925.9 req/s +h2 full ry_blocking 4194304 B c= 50 round=2/3 108.1 req/s +h2 full wreq_st 4194304 B c=100 round=2/3 207.2 req/s +h2 stream httpx 131072 B c=150 round=2/3 601.6 req/s +h2 full ry 65536 B c= 10 round=2/3 1393.6 req/s +h2 stream httpx 1024 B c=150 round=2/3 1713.6 req/s +h2 stream niquests_blocking 2097152 B c=100 round=2/3 36.6 req/s +h2 stream httpx_blocking 4194304 B c=150 round=2/3 13.8 req/s +h2 full curl_cffi_blocking 4194304 B c= 50 round=2/3 47.9 req/s +h2 stream niquests 10240 B c= 50 round=2/3 2007.6 req/s +h2 full curl_cffi 4194304 B c=150 round=2/3 148.6 req/s +h2 full httpx 65536 B c= 10 round=2/3 812.0 req/s +h2 full wreq_blocking 131072 B c=100 round=2/3 3284.4 req/s +h2 stream curl_cffi 10240 B c=100 round=2/3 5312.0 req/s +h2 stream httpx_blocking 131072 B c=100 round=2/3 360.0 req/s +h2 full ry 10240 B c=100 round=2/3 2825.4 req/s +h2 full wreq_blocking 4194304 B c=150 round=2/3 607.4 req/s +h2 stream pyreqwest_st 2097152 B c=150 round=2/3 114.9 req/s +h2 full niquests 1048576 B c=100 round=2/3 176.7 req/s +h2 full pyreqwest_st 131072 B c=100 round=2/3 1612.3 req/s +h2 stream httpx 1024 B c=100 round=2/3 1635.0 req/s +h2 stream wreq 1024 B c= 10 round=2/3 10520.7 req/s +h2 stream httpx_blocking 10240 B c=150 round=2/3 1381.6 req/s +h2 full wreq 131072 B c=150 round=2/3 4130.9 req/s +h2 stream ry 1048576 B c= 50 round=2/3 117.5 req/s +h2 stream ry 65536 B c=100 round=2/3 827.8 req/s +h2 stream curl_cffi 131072 B c=100 round=2/3 2193.0 req/s +h2 stream wreq_blocking 2097152 B c=100 round=2/3 335.6 req/s +h2 full ry 131072 B c= 50 round=2/3 993.0 req/s +h2 stream niquests_blocking 1024 B c=100 round=2/3 1250.2 req/s +h2 full curl_cffi_blocking 131072 B c=150 round=2/3 426.8 req/s +h2 stream niquests 10240 B c=150 round=2/3 1619.6 req/s +h2 full niquests 2097152 B c=100 round=2/3 96.3 req/s +h2 full curl_cffi_blocking 10240 B c=100 round=2/3 553.4 req/s +h2 stream niquests_blocking 1048576 B c= 50 round=2/3 71.2 req/s +h2 stream curl_cffi_blocking 1048576 B c= 50 round=2/3 138.8 req/s +h2 full pycurl 10240 B c=150 round=2/3 9116.3 req/s +h2 stream wreq 4194304 B c=100 round=2/3 152.2 req/s +h2 full curl_cffi 131072 B c= 10 round=2/3 2161.6 req/s +h2 full wreq 4194304 B c=100 round=2/3 179.8 req/s +h2 full curl_cffi 1048576 B c=150 round=2/3 580.0 req/s +h2 stream wreq_st 10240 B c= 10 round=2/3 10320.9 req/s +h2 stream wreq 2097152 B c= 50 round=2/3 305.8 req/s +h2 full httpx 10240 B c= 10 round=2/3 1557.3 req/s +h2 stream pyreqwest_mt 131072 B c= 10 round=2/3 1091.9 req/s +h2 stream wreq 65536 B c=150 round=2/3 6565.6 req/s +h2 stream httpx 1024 B c= 50 round=2/3 1633.2 req/s +h2 full wreq_blocking 1024 B c= 10 round=2/3 3814.0 req/s +h2 stream wreq 131072 B c= 10 round=2/3 3440.8 req/s +h2 full niquests_blocking 1048576 B c=100 round=2/3 71.5 req/s +h2 stream wreq_st 4194304 B c= 10 round=2/3 212.2 req/s +h2 stream ry_blocking 65536 B c= 10 round=2/3 2521.8 req/s +h2 stream wreq_st 2097152 B c= 10 round=2/3 418.0 req/s +h2 full niquests_blocking 4194304 B c=150 round=2/3 19.0 req/s +h2 full pycurl 2097152 B c=150 round=2/3 112.2 req/s +h2 stream niquests 131072 B c= 10 round=2/3 860.9 req/s +h2 stream pyreqwest_mt 131072 B c=150 round=2/3 1257.9 req/s +h2 stream niquests_blocking 131072 B c= 50 round=2/3 426.1 req/s +h2 full wreq_st 2097152 B c=100 round=2/3 417.2 req/s +h2 full niquests_blocking 131072 B c=100 round=2/3 422.8 req/s +h2 stream wreq_blocking 4194304 B c= 10 round=2/3 280.5 req/s +h2 stream ry 65536 B c=150 round=2/3 816.2 req/s +h2 full httpx 1024 B c=150 round=2/3 1622.3 req/s +h2 full ry 1024 B c=150 round=2/3 2900.3 req/s +h2 full pyreqwest_st 1048576 B c= 10 round=2/3 268.2 req/s +h2 stream pyreqwest_st 65536 B c=150 round=2/3 1309.2 req/s +h2 stream curl_cffi_blocking 10240 B c= 10 round=2/3 526.6 req/s +h2 stream pyreqwest_st 10240 B c=150 round=2/3 2498.9 req/s +h2 stream wreq 1024 B c= 50 round=2/3 22892.2 req/s +h2 stream wreq_blocking 131072 B c= 10 round=2/3 529.3 req/s +h2 stream curl_cffi_blocking 2097152 B c=100 round=2/3 77.9 req/s +h2 stream wreq_blocking 4194304 B c= 50 round=2/3 280.5 req/s +h2 stream niquests 1048576 B c=100 round=2/3 173.1 req/s +h2 stream wreq 2097152 B c= 10 round=2/3 285.6 req/s +h2 stream httpx_blocking 4194304 B c= 10 round=2/3 13.3 req/s +h2 full curl_cffi 1024 B c=100 round=2/3 8263.2 req/s +h2 stream pyreqwest_mt 2097152 B c=100 round=2/3 134.9 req/s +h2 full ry_blocking 2097152 B c=100 round=2/3 215.7 req/s +h2 full ry 1048576 B c= 50 round=2/3 149.6 req/s +h2 stream httpx 1048576 B c=100 round=2/3 109.7 req/s +h2 full wreq 131072 B c= 10 round=2/3 3981.0 req/s +h2 full pyreqwest_st 2097152 B c= 50 round=2/3 141.5 req/s +h2 full curl_cffi 4194304 B c= 50 round=2/3 153.3 req/s +h2 full pyreqwest_st 2097152 B c=100 round=2/3 139.5 req/s +h2 stream wreq 131072 B c=150 round=2/3 3742.2 req/s +h2 stream niquests_blocking 1024 B c= 50 round=2/3 1288.5 req/s +h2 full wreq 65536 B c=100 round=2/3 8215.0 req/s +h2 stream pyreqwest_mt 65536 B c=100 round=2/3 1590.6 req/s +h2 stream wreq_st 4194304 B c=150 round=2/3 202.8 req/s +h2 full pyreqwest_st 1048576 B c=100 round=2/3 272.6 req/s +h2 full pyreqwest_st 1024 B c= 50 round=2/3 4128.6 req/s +h2 full httpx_blocking 1024 B c=150 round=2/3 1296.3 req/s +h2 stream curl_cffi 65536 B c= 50 round=2/3 2774.3 req/s +h2 stream niquests 1048576 B c=150 round=2/3 178.0 req/s +h2 stream wreq_st 65536 B c= 50 round=2/3 6531.3 req/s +h2 stream httpx 1024 B c= 10 round=2/3 1583.4 req/s +h2 full wreq_st 2097152 B c=150 round=2/3 411.0 req/s +h2 stream wreq_st 65536 B c=100 round=2/3 7488.4 req/s +h2 stream curl_cffi 131072 B c=150 round=2/3 2112.5 req/s +h2 stream wreq_blocking 1048576 B c=150 round=2/3 374.4 req/s +h2 stream curl_cffi_blocking 65536 B c= 10 round=2/3 440.3 req/s +h2 full ry 4194304 B c= 10 round=2/3 34.0 req/s +h2 stream httpx_blocking 1024 B c= 10 round=2/3 1575.3 req/s +h2 stream curl_cffi 131072 B c= 50 round=2/3 2207.8 req/s +h2 full wreq_blocking 2097152 B c=100 round=2/3 1076.5 req/s +h2 full pyreqwest_st 10240 B c= 50 round=2/3 4167.5 req/s +h2 stream pycurl 10240 B c= 50 round=2/3 6454.1 req/s +h2 full pyreqwest_st 2097152 B c= 10 round=2/3 131.1 req/s +h2 full httpx_blocking 1048576 B c= 50 round=2/3 50.1 req/s +h2 full pyreqwest_mt 10240 B c=150 round=2/3 7290.3 req/s +h2 full curl_cffi_blocking 1048576 B c= 50 round=2/3 154.6 req/s +h2 stream niquests 10240 B c=100 round=2/3 1924.1 req/s +h2 stream pyreqwest_mt 10240 B c=150 round=2/3 3606.6 req/s +h2 full httpx_blocking 2097152 B c= 50 round=2/3 23.5 req/s +h2 stream ry_blocking 10240 B c=150 round=2/3 4608.1 req/s +h2 stream pyreqwest_mt 131072 B c=100 round=2/3 1240.0 req/s +h2 stream curl_cffi 2097152 B c=100 round=2/3 252.9 req/s +h2 stream wreq_blocking 10240 B c= 50 round=2/3 562.9 req/s +h2 full pyreqwest_mt 10240 B c= 50 round=2/3 7562.6 req/s +h2 stream pyreqwest_st 1024 B c= 10 round=2/3 2529.8 req/s +h2 full wreq_st 1024 B c= 10 round=2/3 18993.8 req/s +h2 full pycurl 1048576 B c=150 round=2/3 220.5 req/s +h2 stream ry_blocking 1048576 B c=100 round=2/3 335.2 req/s +h2 full pycurl 65536 B c=100 round=2/3 2912.3 req/s +h2 full httpx_blocking 2097152 B c= 10 round=2/3 24.7 req/s +h2 full wreq 131072 B c=100 round=2/3 4189.4 req/s +h2 full pycurl 10240 B c= 10 round=2/3 12817.0 req/s +h2 stream ry 4194304 B c= 10 round=2/3 31.8 req/s +h2 stream pycurl 2097152 B c= 10 round=2/3 93.9 req/s +h2 stream pyreqwest_mt 10240 B c=100 round=2/3 3503.0 req/s +h2 full wreq 4194304 B c= 10 round=2/3 185.0 req/s +h2 stream ry_blocking 2097152 B c= 50 round=2/3 192.0 req/s +h2 full pyreqwest_st 4194304 B c=100 round=2/3 70.6 req/s +h2 stream wreq_st 1024 B c=100 round=2/3 14388.8 req/s +h2 stream wreq_st 131072 B c= 10 round=2/3 4054.8 req/s +h2 full ry_blocking 131072 B c= 50 round=2/3 2660.8 req/s +h2 stream niquests_blocking 1048576 B c=150 round=2/3 72.1 req/s +h2 stream ry_blocking 65536 B c=100 round=2/3 2404.8 req/s +h2 stream wreq 131072 B c=100 round=2/3 3722.0 req/s +h2 stream ry_blocking 65536 B c= 50 round=2/3 2463.2 req/s +h2 stream wreq_st 2097152 B c=150 round=2/3 416.3 req/s +h2 full pyreqwest_st 4194304 B c= 10 round=2/3 67.9 req/s +h2 stream pyreqwest_mt 131072 B c= 50 round=2/3 1214.2 req/s +h2 full ry_blocking 10240 B c=150 round=2/3 6888.5 req/s +h2 full httpx_blocking 10240 B c= 10 round=2/3 1552.5 req/s +h2 full pyreqwest_mt 65536 B c=100 round=2/3 4463.0 req/s +h2 stream niquests 10240 B c= 10 round=2/3 1969.2 req/s +h2 stream httpx_blocking 10240 B c=100 round=2/3 1429.3 req/s +h2 full pyreqwest_mt 65536 B c= 50 round=2/3 4309.1 req/s +h2 full wreq 10240 B c= 10 round=2/3 12349.7 req/s +h2 stream curl_cffi_blocking 4194304 B c= 50 round=2/3 42.3 req/s +h2 full httpx 1024 B c=100 round=2/3 1635.1 req/s +h2 full wreq 1024 B c=100 round=2/3 29741.2 req/s +h2 stream ry_blocking 4194304 B c= 10 round=2/3 99.4 req/s +h2 stream httpx 1048576 B c= 10 round=2/3 107.1 req/s +h2 stream wreq_st 10240 B c=100 round=2/3 16285.3 req/s +h2 stream curl_cffi_blocking 1024 B c= 10 round=2/3 525.7 req/s +h2 full pyreqwest_st 131072 B c= 10 round=2/3 1646.2 req/s +h2 stream pyreqwest_st 65536 B c=100 round=2/3 1284.7 req/s +h2 stream httpx 2097152 B c= 50 round=2/3 56.2 req/s +h2 full wreq_st 2097152 B c= 10 round=2/3 417.8 req/s +h2 full ry 4194304 B c=100 round=2/3 39.8 req/s +h2 stream pycurl 65536 B c= 10 round=2/3 1951.6 req/s +h2 stream curl_cffi_blocking 4194304 B c=150 round=2/3 42.9 req/s +h2 full curl_cffi_blocking 2097152 B c=150 round=2/3 90.5 req/s +h2 stream ry_blocking 131072 B c=150 round=2/3 1708.8 req/s +h2 stream httpx_blocking 65536 B c=100 round=2/3 592.2 req/s +h2 stream pyreqwest_st 131072 B c=100 round=2/3 951.7 req/s +h2 full wreq_blocking 4194304 B c=100 round=2/3 646.2 req/s +h2 stream httpx 2097152 B c=150 round=2/3 53.0 req/s +h2 full pycurl 1024 B c= 10 round=2/3 12888.2 req/s +h2 stream pyreqwest_st 1024 B c=100 round=2/3 2575.7 req/s +h2 full pyreqwest_mt 131072 B c= 50 round=2/3 2527.3 req/s +h2 full curl_cffi 65536 B c=150 round=2/3 4880.5 req/s +h2 stream ry 65536 B c= 50 round=2/3 829.2 req/s +h2 stream ry 10240 B c=100 round=2/3 1684.5 req/s +h2 stream curl_cffi_blocking 4194304 B c=100 round=2/3 41.7 req/s +h2 full ry_blocking 4194304 B c=100 round=2/3 108.3 req/s +h2 full httpx 65536 B c=150 round=2/3 890.9 req/s +h2 full pycurl 1024 B c=100 round=2/3 10565.8 req/s +h2 stream httpx 4194304 B c= 50 round=2/3 28.2 req/s +h2 stream pyreqwest_st 1048576 B c= 10 round=2/3 185.9 req/s +h2 stream httpx_blocking 1048576 B c=150 round=2/3 55.1 req/s +h2 stream httpx_blocking 65536 B c= 50 round=2/3 591.4 req/s +h2 full ry 1024 B c=100 round=2/3 2883.5 req/s +h2 full httpx_blocking 131072 B c= 10 round=2/3 361.6 req/s +h2 stream pyreqwest_st 131072 B c= 50 round=2/3 938.4 req/s +h2 full pyreqwest_mt 10240 B c= 10 round=2/3 6771.7 req/s +h2 full wreq_st 4194304 B c=150 round=2/3 207.9 req/s +h2 stream wreq 4194304 B c= 50 round=2/3 154.2 req/s +h2 stream httpx_blocking 4194304 B c=100 round=2/3 13.2 req/s +h2 stream ry 1024 B c= 50 round=2/3 1667.5 req/s +h2 stream ry_blocking 1048576 B c=150 round=2/3 333.6 req/s +h2 stream pyreqwest_st 2097152 B c= 10 round=2/3 108.0 req/s +h2 stream niquests_blocking 2097152 B c=150 round=2/3 37.4 req/s +h2 stream httpx_blocking 131072 B c= 50 round=2/3 364.7 req/s +h2 full wreq_st 10240 B c= 50 round=2/3 25207.1 req/s +h2 full ry_blocking 131072 B c= 10 round=2/3 2785.2 req/s +h2 stream httpx_blocking 2097152 B c= 50 round=2/3 27.0 req/s +h2 stream niquests_blocking 1048576 B c= 10 round=2/3 71.1 req/s +h2 full curl_cffi 65536 B c= 50 round=2/3 4340.0 req/s +h2 stream pycurl 65536 B c= 50 round=2/3 1975.7 req/s +h2 stream httpx 131072 B c= 50 round=2/3 555.5 req/s +h2 full wreq_blocking 131072 B c=150 round=2/3 3234.0 req/s +h2 full curl_cffi_blocking 1024 B c= 50 round=2/3 564.0 req/s +h2 full pyreqwest_mt 1048576 B c=150 round=2/3 301.5 req/s +h2 full ry_blocking 131072 B c=150 round=2/3 2488.1 req/s +h2 stream wreq 10240 B c=150 round=2/3 20705.7 req/s +h2 stream niquests_blocking 4194304 B c=100 round=2/3 18.4 req/s +h2 full curl_cffi 1024 B c= 10 round=2/3 6143.6 req/s +h2 full pyreqwest_mt 10240 B c=100 round=2/3 7520.9 req/s +h2 full curl_cffi 65536 B c= 10 round=2/3 3668.3 req/s +h2 stream ry 4194304 B c=100 round=2/3 37.6 req/s +h2 stream ry_blocking 131072 B c=100 round=2/3 1761.7 req/s +h2 stream wreq_blocking 4194304 B c=150 round=2/3 284.0 req/s +h2 full httpx_blocking 1048576 B c= 10 round=2/3 51.3 req/s +h2 full httpx 1048576 B c=100 round=2/3 89.4 req/s +h2 stream pycurl 2097152 B c=100 round=2/3 97.6 req/s +h2 full curl_cffi_blocking 4194304 B c= 10 round=2/3 47.8 req/s +h2 full pyreqwest_mt 1024 B c= 50 round=2/3 7312.6 req/s +h2 stream pyreqwest_st 65536 B c= 10 round=2/3 1181.5 req/s +h2 full curl_cffi_blocking 1024 B c=100 round=2/3 560.5 req/s +h2 full wreq 65536 B c=150 round=2/3 8042.2 req/s +h2 stream niquests_blocking 65536 B c= 10 round=2/3 685.0 req/s +h2 full ry_blocking 2097152 B c= 50 round=2/3 220.3 req/s +h2 stream wreq_blocking 1024 B c=150 round=2/3 548.1 req/s +h2 stream ry 131072 B c= 10 round=2/3 543.0 req/s +h2 stream httpx_blocking 1024 B c= 50 round=2/3 1505.8 req/s +h2 full niquests 10240 B c= 50 round=2/3 1983.6 req/s +h2 stream httpx 4194304 B c= 10 round=2/3 28.6 req/s +h2 full niquests 4194304 B c=100 round=2/3 52.2 req/s +h2 stream pyreqwest_mt 1024 B c= 10 round=2/3 3008.0 req/s +h2 stream wreq_st 65536 B c=150 round=2/3 7328.4 req/s +h2 full pyreqwest_st 65536 B c= 50 round=2/3 2516.7 req/s +h2 full ry 10240 B c= 50 round=2/3 2807.1 req/s +h2 stream pyreqwest_mt 2097152 B c= 10 round=2/3 136.7 req/s +h2 full wreq_blocking 10240 B c=150 round=2/3 3277.4 req/s +h2 stream pycurl 1024 B c= 10 round=2/3 6775.1 req/s +h2 full niquests 65536 B c=100 round=2/3 1293.5 req/s +h2 stream pyreqwest_mt 1048576 B c= 50 round=2/3 228.1 req/s +h2 full wreq_blocking 10240 B c= 10 round=2/3 3690.9 req/s +h2 full niquests_blocking 1048576 B c= 50 round=2/3 71.3 req/s +h2 full pyreqwest_mt 4194304 B c= 50 round=2/3 85.7 req/s +h2 full curl_cffi 4194304 B c= 10 round=2/3 152.2 req/s +h2 full pyreqwest_st 131072 B c=150 round=2/3 1476.4 req/s +h2 full wreq 65536 B c= 10 round=2/3 6171.0 req/s +h2 full niquests_blocking 2097152 B c=150 round=2/3 37.7 req/s +h2 full niquests_blocking 1024 B c= 10 round=2/3 1316.0 req/s +h2 stream niquests 4194304 B c=100 round=2/3 50.9 req/s +h2 full curl_cffi_blocking 131072 B c=100 round=3/3 425.7 req/s +h2 full curl_cffi 10240 B c= 10 round=3/3 5706.9 req/s +h2 full wreq 2097152 B c=150 round=3/3 331.2 req/s +h2 full httpx 1048576 B c= 50 round=3/3 92.8 req/s +h2 full niquests_blocking 4194304 B c= 50 round=3/3 18.6 req/s +h2 full curl_cffi 65536 B c= 10 round=3/3 3601.5 req/s +h2 full ry 10240 B c=100 round=3/3 2890.0 req/s +h2 stream niquests 1024 B c= 10 round=3/3 2038.3 req/s +h2 full pyreqwest_mt 4194304 B c= 50 round=3/3 86.0 req/s +h2 stream curl_cffi_blocking 1048576 B c= 50 round=3/3 138.6 req/s +h2 full wreq_st 2097152 B c=150 round=3/3 422.0 req/s +h2 full wreq_st 1024 B c= 10 round=3/3 18552.1 req/s +h2 full httpx 4194304 B c=150 round=3/3 15.1 req/s +h2 stream wreq_blocking 65536 B c=100 round=3/3 522.1 req/s +h2 stream wreq_st 65536 B c= 50 round=3/3 7467.2 req/s +h2 full pyreqwest_st 1024 B c=100 round=3/3 4118.8 req/s +h2 stream pyreqwest_mt 1048576 B c=100 round=3/3 228.2 req/s +h2 stream wreq_blocking 4194304 B c= 50 round=3/3 280.8 req/s +h2 full pyreqwest_mt 1048576 B c= 10 round=3/3 353.0 req/s +h2 stream pycurl 1024 B c=100 round=3/3 6064.7 req/s +h2 full httpx_blocking 1024 B c= 10 round=3/3 1545.4 req/s +h2 stream httpx 131072 B c=100 round=3/3 576.5 req/s +h2 full wreq 1048576 B c= 50 round=3/3 599.4 req/s +h2 stream niquests 10240 B c=150 round=3/3 1987.2 req/s +h2 full wreq_st 131072 B c= 50 round=3/3 7304.9 req/s +h2 full httpx 131072 B c=150 round=3/3 580.3 req/s +h2 full pyreqwest_mt 1048576 B c= 50 round=3/3 323.3 req/s +h2 stream curl_cffi 2097152 B c=150 round=3/3 237.2 req/s +h2 full httpx 131072 B c=100 round=3/3 567.5 req/s +h2 stream httpx_blocking 10240 B c= 50 round=3/3 1511.0 req/s +h2 stream curl_cffi_blocking 10240 B c=100 round=3/3 524.3 req/s +h2 full wreq_st 4194304 B c=150 round=3/3 203.4 req/s +h2 stream wreq_st 1048576 B c= 50 round=3/3 838.9 req/s +h2 stream wreq_blocking 10240 B c=100 round=3/3 552.4 req/s +h2 stream ry_blocking 1048576 B c=150 round=3/3 334.6 req/s +h2 stream pycurl 10240 B c= 10 round=3/3 6798.1 req/s +h2 full pyreqwest_st 2097152 B c=150 round=3/3 137.4 req/s +h2 stream httpx_blocking 1024 B c= 50 round=3/3 1517.8 req/s +h2 stream wreq_blocking 1048576 B c=150 round=3/3 375.6 req/s +h2 full wreq_st 10240 B c=150 round=3/3 24054.4 req/s +h2 full ry_blocking 1048576 B c= 10 round=3/3 421.1 req/s +h2 stream curl_cffi 131072 B c=100 round=3/3 2482.0 req/s +h2 stream httpx 4194304 B c=150 round=3/3 26.3 req/s +h2 stream pycurl 65536 B c= 50 round=3/3 2009.0 req/s +h2 stream wreq 4194304 B c=150 round=3/3 159.7 req/s +h2 stream wreq_blocking 2097152 B c= 10 round=3/3 338.2 req/s +h2 full curl_cffi 10240 B c= 50 round=3/3 7358.8 req/s +h2 stream wreq_blocking 2097152 B c=100 round=3/3 335.7 req/s +h2 stream ry_blocking 131072 B c=100 round=3/3 1759.1 req/s +h2 full pyreqwest_mt 65536 B c=100 round=3/3 4311.0 req/s +h2 stream pyreqwest_st 1024 B c=100 round=3/3 2553.0 req/s +h2 stream httpx_blocking 4194304 B c=100 round=3/3 13.1 req/s +h2 full niquests_blocking 65536 B c=150 round=3/3 656.5 req/s +h2 full niquests_blocking 1048576 B c= 10 round=3/3 71.2 req/s +h2 stream wreq_blocking 10240 B c= 10 round=3/3 567.3 req/s +h2 full curl_cffi 10240 B c=150 round=3/3 7596.6 req/s +h2 stream httpx 4194304 B c= 10 round=3/3 28.6 req/s +h2 full pycurl 2097152 B c=100 round=3/3 113.1 req/s +h2 full wreq_st 65536 B c=150 round=3/3 10127.7 req/s +h2 full wreq_blocking 1024 B c= 50 round=3/3 3616.9 req/s +h2 stream niquests 2097152 B c= 50 round=3/3 93.6 req/s +h2 stream wreq_st 1048576 B c=150 round=3/3 889.0 req/s +h2 stream httpx 65536 B c=150 round=3/3 868.7 req/s +h2 full httpx_blocking 4194304 B c= 50 round=3/3 10.1 req/s +h2 full pycurl 131072 B c= 50 round=3/3 1652.1 req/s +h2 full httpx_blocking 65536 B c=100 round=3/3 602.1 req/s +h2 stream wreq_blocking 1048576 B c= 50 round=3/3 381.0 req/s +h2 stream httpx_blocking 2097152 B c=100 round=3/3 26.6 req/s +h2 full wreq_blocking 1024 B c= 10 round=3/3 3773.3 req/s +h2 stream ry_blocking 1024 B c=150 round=3/3 4507.7 req/s +h2 full wreq_blocking 65536 B c= 10 round=3/3 3704.2 req/s +h2 stream httpx_blocking 4194304 B c=150 round=3/3 13.8 req/s +h2 full pycurl 1024 B c= 50 round=3/3 11641.1 req/s +h2 stream niquests_blocking 2097152 B c=150 round=3/3 37.6 req/s +h2 full httpx 4194304 B c= 10 round=3/3 18.9 req/s +h2 full curl_cffi_blocking 65536 B c= 10 round=3/3 489.0 req/s +h2 full ry_blocking 1048576 B c=100 round=3/3 421.0 req/s +h2 stream curl_cffi 10240 B c= 10 round=3/3 4134.5 req/s +h2 stream pyreqwest_st 1048576 B c=100 round=3/3 185.1 req/s +h2 stream niquests 10240 B c= 50 round=3/3 1903.3 req/s +h2 stream curl_cffi 131072 B c= 50 round=3/3 2114.3 req/s +h2 full wreq 1024 B c=150 round=3/3 27943.0 req/s +h2 full httpx_blocking 10240 B c= 50 round=3/3 1503.1 req/s +h2 full niquests_blocking 131072 B c=100 round=3/3 421.6 req/s +h2 full httpx_blocking 4194304 B c= 10 round=3/3 11.1 req/s +h2 full ry_blocking 65536 B c= 50 round=3/3 4382.4 req/s +h2 stream pyreqwest_st 65536 B c=150 round=3/3 1235.6 req/s +h2 stream curl_cffi_blocking 1048576 B c=100 round=3/3 135.9 req/s +h2 stream ry_blocking 2097152 B c= 10 round=3/3 188.4 req/s +h2 full curl_cffi 2097152 B c= 10 round=3/3 284.8 req/s +h2 stream pycurl 131072 B c=150 round=3/3 1226.5 req/s +h2 stream pyreqwest_st 10240 B c=150 round=3/3 2545.1 req/s +h2 full wreq_blocking 65536 B c=100 round=3/3 3459.1 req/s +h2 full pycurl 1048576 B c= 50 round=3/3 220.2 req/s +h2 stream pycurl 1048576 B c= 50 round=3/3 193.2 req/s +h2 full wreq 4194304 B c=150 round=3/3 151.9 req/s +h2 full httpx_blocking 4194304 B c=150 round=3/3 10.3 req/s +h2 stream httpx 2097152 B c=100 round=3/3 51.7 req/s +h2 full pycurl 65536 B c= 10 round=3/3 3036.8 req/s +h2 full pycurl 4194304 B c= 10 round=3/3 53.2 req/s +h2 stream wreq_st 10240 B c=150 round=3/3 12843.5 req/s +h2 full niquests_blocking 65536 B c=100 round=3/3 652.7 req/s +h2 stream pycurl 1048576 B c= 10 round=3/3 185.9 req/s +h2 stream curl_cffi_blocking 65536 B c= 10 round=3/3 439.2 req/s +h2 stream wreq 1024 B c= 10 round=3/3 10078.3 req/s +h2 full ry 131072 B c=150 round=3/3 922.5 req/s +h2 full curl_cffi_blocking 10240 B c=100 round=3/3 556.9 req/s +h2 stream pycurl 65536 B c=100 round=3/3 1922.2 req/s +h2 stream curl_cffi 1024 B c= 10 round=3/3 4362.6 req/s +h2 full ry_blocking 2097152 B c=150 round=3/3 216.2 req/s +h2 stream pyreqwest_st 131072 B c=150 round=3/3 892.8 req/s +h2 stream pycurl 4194304 B c= 50 round=3/3 49.2 req/s +h2 full ry_blocking 10240 B c=100 round=3/3 7134.3 req/s +h2 stream pycurl 1048576 B c=150 round=3/3 195.0 req/s +h2 full wreq 1048576 B c=150 round=3/3 582.8 req/s +h2 full pyreqwest_mt 2097152 B c=150 round=3/3 154.8 req/s +h2 stream httpx_blocking 2097152 B c= 10 round=3/3 26.9 req/s +h2 stream ry 65536 B c=150 round=3/3 807.5 req/s +h2 full ry 131072 B c= 10 round=3/3 838.8 req/s +h2 stream wreq_st 65536 B c=100 round=3/3 6339.9 req/s +h2 stream curl_cffi 65536 B c=100 round=3/3 2568.1 req/s +h2 full pycurl 2097152 B c= 50 round=3/3 111.2 req/s +h2 full curl_cffi_blocking 10240 B c=150 round=3/3 551.3 req/s +h2 full niquests 10240 B c= 50 round=3/3 1980.4 req/s +h2 stream wreq_st 1048576 B c= 10 round=3/3 830.6 req/s +h2 stream httpx_blocking 1024 B c=100 round=3/3 1456.1 req/s +h2 full niquests_blocking 10240 B c=150 round=3/3 1220.5 req/s +h2 stream wreq_st 1024 B c= 50 round=3/3 16257.7 req/s +h2 stream ry 1048576 B c=150 round=3/3 119.3 req/s +h2 stream ry_blocking 4194304 B c=150 round=3/3 102.1 req/s +h2 stream curl_cffi_blocking 1024 B c=100 round=3/3 521.6 req/s +h2 stream httpx 2097152 B c= 50 round=3/3 57.1 req/s +h2 full ry_blocking 131072 B c= 10 round=3/3 2790.3 req/s +h2 full wreq 10240 B c= 50 round=3/3 22745.7 req/s +h2 full wreq_blocking 2097152 B c=100 round=3/3 1059.1 req/s +h2 stream wreq 10240 B c= 10 round=3/3 10062.4 req/s +h2 full httpx 1048576 B c=150 round=3/3 89.7 req/s +h2 full httpx_blocking 131072 B c=150 round=3/3 359.7 req/s +h2 stream pyreqwest_mt 1048576 B c= 50 round=3/3 230.5 req/s +h2 stream ry_blocking 131072 B c= 50 round=3/3 1842.0 req/s +h2 stream wreq_blocking 4194304 B c=150 round=3/3 282.9 req/s +h2 stream niquests_blocking 1024 B c=150 round=3/3 1235.8 req/s +h2 stream pyreqwest_st 65536 B c= 10 round=3/3 1162.6 req/s +h2 full pyreqwest_st 4194304 B c= 50 round=3/3 71.1 req/s +h2 full pyreqwest_mt 10240 B c=100 round=3/3 7563.0 req/s +h2 full pyreqwest_st 1048576 B c=150 round=3/3 270.8 req/s +h2 stream niquests 4194304 B c=100 round=3/3 48.5 req/s +h2 stream niquests_blocking 1024 B c= 10 round=3/3 1324.0 req/s +h2 stream pyreqwest_mt 1024 B c= 10 round=3/3 2989.6 req/s +h2 stream httpx_blocking 131072 B c= 10 round=3/3 363.0 req/s +h2 full pycurl 1048576 B c=100 round=3/3 220.7 req/s +h2 full pyreqwest_st 131072 B c=100 round=3/3 1595.0 req/s +h2 stream niquests_blocking 10240 B c= 10 round=3/3 1314.1 req/s +h2 full pyreqwest_st 131072 B c=150 round=3/3 1413.1 req/s +h2 full curl_cffi 4194304 B c=100 round=3/3 154.2 req/s +h2 full niquests 4194304 B c= 50 round=3/3 48.8 req/s +h2 full pycurl 10240 B c= 50 round=3/3 11183.3 req/s +h2 full wreq_blocking 1048576 B c=150 round=3/3 1646.9 req/s +h2 stream wreq_st 65536 B c=150 round=3/3 7066.6 req/s +h2 stream curl_cffi_blocking 1048576 B c= 10 round=3/3 136.9 req/s +h2 stream pyreqwest_st 10240 B c= 10 round=3/3 2485.5 req/s +h2 full wreq 10240 B c=150 round=3/3 27801.3 req/s +h2 full wreq 2097152 B c= 10 round=3/3 326.1 req/s +h2 stream pycurl 2097152 B c= 50 round=3/3 97.7 req/s +h2 stream niquests_blocking 65536 B c= 10 round=3/3 687.3 req/s +h2 full niquests_blocking 2097152 B c=150 round=3/3 37.6 req/s +h2 stream pyreqwest_st 2097152 B c= 50 round=3/3 114.3 req/s +h2 full pycurl 1024 B c=100 round=3/3 10387.7 req/s +h2 full niquests 2097152 B c=150 round=3/3 104.7 req/s +h2 full niquests_blocking 2097152 B c= 50 round=3/3 36.6 req/s +h2 stream httpx 2097152 B c=150 round=3/3 52.7 req/s +h2 stream httpx 131072 B c= 10 round=3/3 531.5 req/s +h2 full pyreqwest_st 1024 B c= 50 round=3/3 4131.4 req/s +h2 stream niquests 10240 B c= 10 round=3/3 1985.0 req/s +h2 stream curl_cffi_blocking 10240 B c=150 round=3/3 524.9 req/s +h2 stream ry 2097152 B c=100 round=3/3 69.1 req/s +h2 full pyreqwest_mt 4194304 B c=150 round=3/3 79.3 req/s +h2 stream ry_blocking 2097152 B c=100 round=3/3 191.7 req/s +h2 full niquests_blocking 1024 B c=150 round=3/3 1216.1 req/s +h2 full pyreqwest_mt 65536 B c= 50 round=3/3 4427.0 req/s +h2 full httpx 1024 B c=100 round=3/3 1696.5 req/s +h2 stream pyreqwest_st 4194304 B c=150 round=3/3 64.4 req/s +h2 stream wreq 1048576 B c=100 round=3/3 519.4 req/s +h2 stream pyreqwest_mt 4194304 B c= 10 round=3/3 75.8 req/s +h2 full wreq 4194304 B c= 50 round=3/3 163.3 req/s +h2 full curl_cffi_blocking 1048576 B c=100 round=3/3 153.0 req/s +h2 full httpx 131072 B c= 50 round=3/3 559.1 req/s +h2 stream ry_blocking 10240 B c= 10 round=3/3 5390.6 req/s +h2 stream ry 1024 B c=100 round=3/3 1708.1 req/s +h2 full curl_cffi 1024 B c= 10 round=3/3 6234.8 req/s +h2 full httpx_blocking 10240 B c=150 round=3/3 1418.8 req/s +h2 stream wreq 65536 B c=150 round=3/3 6431.2 req/s +h2 stream curl_cffi 65536 B c=150 round=3/3 2862.8 req/s +h2 full curl_cffi_blocking 1024 B c= 10 round=3/3 551.8 req/s +h2 full wreq 1048576 B c=100 round=3/3 590.4 req/s +h2 full pyreqwest_st 10240 B c= 10 round=3/3 4261.4 req/s +h2 stream wreq_st 131072 B c=100 round=3/3 6088.1 req/s +h2 stream wreq_st 1024 B c=150 round=3/3 14303.1 req/s +h2 full pyreqwest_st 4194304 B c= 10 round=3/3 68.1 req/s +h2 stream pycurl 1024 B c= 10 round=3/3 6755.8 req/s +h2 full curl_cffi_blocking 131072 B c= 10 round=3/3 428.3 req/s +h2 full pyreqwest_mt 131072 B c= 10 round=3/3 2364.3 req/s +h2 stream httpx 131072 B c=150 round=3/3 577.4 req/s +h2 stream httpx 65536 B c= 10 round=3/3 817.8 req/s +h2 stream wreq_blocking 1024 B c= 50 round=3/3 562.6 req/s +h2 stream pyreqwest_mt 65536 B c= 10 round=3/3 1341.4 req/s +h2 stream niquests_blocking 131072 B c=150 round=3/3 423.2 req/s +h2 full niquests_blocking 131072 B c= 10 round=3/3 439.0 req/s +h2 full niquests 131072 B c=100 round=3/3 876.8 req/s +h2 stream pyreqwest_st 2097152 B c= 10 round=3/3 109.2 req/s +h2 full pyreqwest_st 10240 B c=150 round=3/3 3930.4 req/s +h2 full httpx 10240 B c=100 round=3/3 1626.5 req/s +h2 full ry 1048576 B c=100 round=3/3 150.4 req/s +h2 full httpx_blocking 10240 B c= 10 round=3/3 1542.0 req/s +h2 full pyreqwest_mt 65536 B c= 10 round=3/3 3746.4 req/s +h2 full niquests 2097152 B c=100 round=3/3 99.0 req/s +h2 stream pyreqwest_mt 131072 B c=150 round=3/3 1248.0 req/s +h2 stream pycurl 1024 B c=150 round=3/3 5761.1 req/s +h2 full niquests 131072 B c= 50 round=3/3 877.4 req/s +h2 full ry 1024 B c= 10 round=3/3 2447.2 req/s +h2 full niquests 10240 B c=100 round=3/3 1938.2 req/s +h2 stream curl_cffi_blocking 65536 B c= 50 round=3/3 444.0 req/s +h2 full niquests 65536 B c=150 round=3/3 1344.0 req/s +h2 full ry 4194304 B c= 50 round=3/3 39.3 req/s +h2 full wreq 2097152 B c=100 round=3/3 357.9 req/s +h2 full pycurl 65536 B c=100 round=3/3 2847.1 req/s +h2 full curl_cffi 1024 B c= 50 round=3/3 7641.8 req/s +h2 full wreq_st 131072 B c= 10 round=3/3 5972.6 req/s +h2 stream pyreqwest_st 1048576 B c=150 round=3/3 189.4 req/s +h2 stream wreq_st 131072 B c=150 round=3/3 6043.8 req/s +h2 full ry 131072 B c= 50 round=3/3 1003.7 req/s +h2 stream curl_cffi 1048576 B c=150 round=3/3 481.7 req/s +h2 stream niquests 2097152 B c=100 round=3/3 94.1 req/s +h2 stream ry_blocking 4194304 B c=100 round=3/3 100.4 req/s +h2 full wreq_st 65536 B c=100 round=3/3 11976.1 req/s +h2 stream pyreqwest_st 10240 B c=100 round=3/3 2410.1 req/s +h2 stream pycurl 65536 B c= 10 round=3/3 1942.6 req/s +h2 stream pyreqwest_mt 1024 B c= 50 round=3/3 3391.9 req/s +h2 stream ry 65536 B c= 10 round=3/3 718.8 req/s +h2 full curl_cffi 1048576 B c=100 round=3/3 600.6 req/s +h2 full ry 2097152 B c= 50 round=3/3 77.5 req/s +h2 full wreq_blocking 1048576 B c= 10 round=3/3 1765.0 req/s +h2 stream curl_cffi 1024 B c=100 round=3/3 5453.9 req/s +h2 stream niquests 1048576 B c= 50 round=3/3 173.5 req/s +h2 full pyreqwest_st 131072 B c= 50 round=3/3 1800.1 req/s +h2 stream wreq 10240 B c=150 round=3/3 20980.6 req/s +h2 full httpx 10240 B c= 10 round=3/3 1536.2 req/s +h2 full httpx_blocking 2097152 B c=100 round=3/3 22.9 req/s +h2 stream pycurl 10240 B c=100 round=3/3 6032.0 req/s +h2 stream curl_cffi 10240 B c=100 round=3/3 5397.2 req/s +h2 stream httpx_blocking 131072 B c=100 round=3/3 358.1 req/s +h2 full pyreqwest_st 4194304 B c=150 round=3/3 72.8 req/s +h2 full curl_cffi_blocking 131072 B c= 50 round=3/3 429.1 req/s +h2 stream wreq 4194304 B c=100 round=3/3 143.8 req/s +h2 full wreq_st 65536 B c= 50 round=3/3 11797.8 req/s +h2 full wreq_blocking 65536 B c= 50 round=3/3 3580.7 req/s +h2 stream wreq_blocking 2097152 B c=150 round=3/3 339.9 req/s +h2 full httpx_blocking 1024 B c= 50 round=3/3 1537.3 req/s +h2 stream httpx 1048576 B c=100 round=3/3 106.2 req/s +h2 full curl_cffi_blocking 1048576 B c=150 round=3/3 156.5 req/s +h2 full niquests_blocking 4194304 B c= 10 round=3/3 18.6 req/s +h2 full curl_cffi_blocking 10240 B c= 10 round=3/3 565.4 req/s +h2 stream httpx_blocking 1048576 B c= 50 round=3/3 53.5 req/s +h2 full pyreqwest_mt 2097152 B c=100 round=3/3 160.8 req/s +h2 stream curl_cffi 4194304 B c= 50 round=3/3 132.5 req/s +h2 full niquests 65536 B c= 50 round=3/3 1294.6 req/s +h2 full ry 4194304 B c= 10 round=3/3 34.0 req/s +h2 full pyreqwest_mt 10240 B c=150 round=3/3 7881.8 req/s +h2 full wreq_blocking 131072 B c=100 round=3/3 3403.8 req/s +h2 full wreq_blocking 4194304 B c=100 round=3/3 640.4 req/s +h2 stream ry_blocking 2097152 B c= 50 round=3/3 192.7 req/s +h2 stream niquests_blocking 2097152 B c= 10 round=3/3 36.4 req/s +h2 stream curl_cffi 2097152 B c= 10 round=3/3 259.7 req/s +h2 full niquests_blocking 1048576 B c=150 round=3/3 73.6 req/s +h2 full wreq 65536 B c= 50 round=3/3 7999.7 req/s +h2 full niquests 65536 B c=100 round=3/3 1279.4 req/s +h2 full ry_blocking 131072 B c= 50 round=3/3 2673.5 req/s +h2 full wreq_st 1024 B c= 50 round=3/3 23279.1 req/s +h2 full niquests_blocking 1048576 B c=100 round=3/3 71.5 req/s +h2 stream ry 131072 B c= 10 round=3/3 554.6 req/s +h2 full pyreqwest_mt 1024 B c= 10 round=3/3 6739.0 req/s +h2 full wreq_st 4194304 B c= 10 round=3/3 208.6 req/s +h2 stream pycurl 10240 B c= 50 round=3/3 6291.6 req/s +h2 stream niquests 65536 B c=150 round=3/3 1130.9 req/s +h2 stream niquests 65536 B c= 50 round=3/3 1266.9 req/s +h2 stream ry 1024 B c= 50 round=3/3 1670.8 req/s +h2 stream pyreqwest_st 131072 B c= 10 round=3/3 902.4 req/s +h2 full ry_blocking 65536 B c=150 round=3/3 3875.8 req/s +h2 full wreq_blocking 4194304 B c=150 round=3/3 620.6 req/s +h2 stream httpx_blocking 4194304 B c= 10 round=3/3 13.3 req/s +h2 full pycurl 65536 B c= 50 round=3/3 3054.8 req/s +h2 stream pyreqwest_mt 65536 B c= 50 round=3/3 1541.5 req/s +h2 stream niquests 2097152 B c=150 round=3/3 96.2 req/s +h2 full httpx_blocking 1024 B c=100 round=3/3 1485.5 req/s +h2 stream ry_blocking 65536 B c=100 round=3/3 2386.6 req/s +h2 full pyreqwest_mt 1024 B c= 50 round=3/3 7652.5 req/s +h2 full wreq 10240 B c= 10 round=3/3 12268.6 req/s +h2 stream niquests 1048576 B c= 10 round=3/3 176.2 req/s +h2 stream httpx_blocking 2097152 B c= 50 round=3/3 26.9 req/s +h2 stream httpx 1024 B c=100 round=3/3 1639.4 req/s +h2 stream niquests 1024 B c= 50 round=3/3 1972.4 req/s +h2 full ry 2097152 B c= 10 round=3/3 66.3 req/s +h2 full ry_blocking 10240 B c= 10 round=3/3 8734.2 req/s +h2 stream httpx 1048576 B c= 50 round=3/3 105.9 req/s +h2 stream wreq_st 131072 B c= 10 round=3/3 4196.7 req/s +h2 stream niquests_blocking 1048576 B c= 10 round=3/3 71.5 req/s +h2 stream wreq 65536 B c= 50 round=3/3 6965.0 req/s +h2 full pyreqwest_st 65536 B c= 50 round=3/3 2617.8 req/s +h2 stream ry_blocking 131072 B c= 10 round=3/3 1861.7 req/s +h2 stream httpx 1048576 B c=150 round=3/3 109.5 req/s +h2 stream niquests_blocking 2097152 B c= 50 round=3/3 36.4 req/s +h2 stream curl_cffi_blocking 10240 B c= 10 round=3/3 526.0 req/s +h2 stream ry 131072 B c=150 round=3/3 611.5 req/s +h2 stream niquests_blocking 1024 B c=100 round=3/3 1242.4 req/s +h2 stream ry 1024 B c=150 round=3/3 1671.4 req/s +h2 stream ry 4194304 B c= 50 round=3/3 35.4 req/s +h2 stream ry 2097152 B c= 10 round=3/3 54.6 req/s +h2 stream pyreqwest_st 10240 B c= 50 round=3/3 2456.9 req/s +h2 stream pycurl 1024 B c= 50 round=3/3 6400.7 req/s +h2 full niquests 1024 B c= 10 round=3/3 2004.5 req/s +h2 full pyreqwest_mt 10240 B c= 50 round=3/3 7593.2 req/s +h2 full wreq_blocking 1024 B c=100 round=3/3 3482.5 req/s +h2 full httpx 65536 B c=100 round=3/3 914.8 req/s +h2 full pyreqwest_st 2097152 B c=100 round=3/3 135.1 req/s +h2 full wreq 65536 B c=150 round=3/3 8149.0 req/s +h2 stream pycurl 131072 B c= 10 round=3/3 1265.5 req/s +h2 stream pycurl 4194304 B c=100 round=3/3 49.0 req/s +h2 full pycurl 1024 B c= 10 round=3/3 12867.6 req/s +h2 full httpx_blocking 2097152 B c= 50 round=3/3 23.4 req/s +h2 stream pyreqwest_mt 4194304 B c=150 round=3/3 71.2 req/s +h2 stream curl_cffi_blocking 2097152 B c= 10 round=3/3 79.3 req/s +h2 full pyreqwest_mt 4194304 B c= 10 round=3/3 85.8 req/s +h2 stream wreq_blocking 4194304 B c= 10 round=3/3 278.5 req/s +h2 stream pyreqwest_st 131072 B c=100 round=3/3 965.1 req/s +h2 stream pyreqwest_st 65536 B c= 50 round=3/3 1227.9 req/s +h2 stream wreq_st 2097152 B c= 50 round=3/3 410.9 req/s +h2 stream httpx 1024 B c= 50 round=3/3 1586.2 req/s +h2 stream curl_cffi_blocking 4194304 B c= 10 round=3/3 42.4 req/s +h2 full curl_cffi_blocking 65536 B c=150 round=3/3 488.5 req/s +h2 full curl_cffi_blocking 4194304 B c= 10 round=3/3 48.0 req/s +h2 stream ry_blocking 2097152 B c=150 round=3/3 190.2 req/s +h2 full wreq_blocking 10240 B c= 50 round=3/3 3497.9 req/s +h2 full ry 1024 B c= 50 round=3/3 2757.1 req/s +h2 full pycurl 1048576 B c=150 round=3/3 221.5 req/s +h2 full ry_blocking 10240 B c= 50 round=3/3 7785.2 req/s +h2 full curl_cffi_blocking 2097152 B c= 10 round=3/3 88.8 req/s +h2 full wreq_blocking 2097152 B c= 10 round=3/3 1195.5 req/s +h2 stream ry 10240 B c= 50 round=3/3 1659.4 req/s +h2 full curl_cffi 2097152 B c=150 round=3/3 302.9 req/s +h2 full httpx_blocking 65536 B c= 50 round=3/3 609.7 req/s +h2 stream wreq_blocking 10240 B c= 50 round=3/3 563.2 req/s +h2 full curl_cffi_blocking 2097152 B c= 50 round=3/3 88.0 req/s +h2 full niquests 1024 B c=100 round=3/3 2036.8 req/s +h2 stream httpx 1024 B c= 10 round=3/3 1580.9 req/s +h2 stream pyreqwest_mt 2097152 B c=150 round=3/3 132.7 req/s +h2 stream ry_blocking 1048576 B c= 50 round=3/3 336.2 req/s +h2 full niquests 1024 B c=150 round=3/3 2107.4 req/s +h2 stream wreq_blocking 1048576 B c=100 round=3/3 371.4 req/s +h2 full httpx 131072 B c= 10 round=3/3 531.5 req/s +h2 full curl_cffi_blocking 4194304 B c= 50 round=3/3 47.8 req/s +h2 full curl_cffi 1048576 B c=150 round=3/3 595.1 req/s +h2 stream ry 4194304 B c=100 round=3/3 37.4 req/s +h2 stream ry_blocking 1048576 B c=100 round=3/3 337.6 req/s +h2 stream wreq_blocking 1024 B c=100 round=3/3 555.5 req/s +h2 stream niquests_blocking 10240 B c=100 round=3/3 1227.4 req/s +h2 stream httpx_blocking 65536 B c= 50 round=3/3 619.7 req/s +h2 full ry 65536 B c=150 round=3/3 1544.5 req/s +h2 full niquests_blocking 2097152 B c= 10 round=3/3 36.6 req/s +h2 full httpx 4194304 B c= 50 round=3/3 15.5 req/s +h2 full ry_blocking 65536 B c= 10 round=3/3 4581.7 req/s +h2 stream niquests 131072 B c= 50 round=3/3 869.1 req/s +h2 stream curl_cffi 131072 B c= 10 round=3/3 1621.9 req/s +h2 full wreq_blocking 10240 B c=100 round=3/3 3472.5 req/s +h2 stream httpx_blocking 1024 B c= 10 round=3/3 1575.9 req/s +h2 full niquests 4194304 B c=150 round=3/3 54.4 req/s +h2 stream wreq_st 10240 B c=100 round=3/3 13252.4 req/s +h2 full curl_cffi_blocking 1048576 B c= 10 round=3/3 151.8 req/s +h2 full pyreqwest_st 65536 B c=100 round=3/3 2541.2 req/s +h2 full pyreqwest_st 4194304 B c=100 round=3/3 70.9 req/s +h2 stream niquests 4194304 B c= 10 round=3/3 46.7 req/s +h2 stream pycurl 2097152 B c=100 round=3/3 97.3 req/s +h2 stream ry 4194304 B c=150 round=3/3 37.7 req/s +h2 full niquests_blocking 131072 B c= 50 round=3/3 426.3 req/s +h2 stream ry 1048576 B c= 10 round=3/3 103.2 req/s +h2 stream curl_cffi_blocking 4194304 B c=100 round=3/3 41.9 req/s +h2 full httpx_blocking 131072 B c= 10 round=3/3 359.4 req/s +h2 stream niquests_blocking 65536 B c= 50 round=3/3 666.4 req/s +h2 full httpx_blocking 65536 B c=150 round=3/3 600.7 req/s +h2 stream wreq_blocking 1048576 B c= 10 round=3/3 376.6 req/s +h2 stream ry 4194304 B c= 10 round=3/3 31.6 req/s +h2 stream pyreqwest_st 4194304 B c= 10 round=3/3 59.4 req/s +h2 full ry 1048576 B c= 50 round=3/3 149.5 req/s +h2 full httpx 65536 B c= 50 round=3/3 817.0 req/s +h2 stream pyreqwest_st 2097152 B c=100 round=3/3 112.5 req/s +h2 stream niquests_blocking 4194304 B c=100 round=3/3 18.5 req/s +h2 full wreq_st 4194304 B c= 50 round=3/3 206.4 req/s +h2 stream wreq 1048576 B c=150 round=3/3 572.7 req/s +h2 full curl_cffi 65536 B c=100 round=3/3 4322.8 req/s +h2 full ry 4194304 B c=100 round=3/3 39.8 req/s +h2 full pyreqwest_st 10240 B c=100 round=3/3 4161.9 req/s +h2 full pycurl 10240 B c=150 round=3/3 9192.1 req/s +h2 stream niquests 10240 B c=100 round=3/3 1999.1 req/s +h2 stream httpx_blocking 65536 B c= 10 round=3/3 629.3 req/s +h2 stream niquests_blocking 2097152 B c=100 round=3/3 36.8 req/s +h2 stream wreq_st 2097152 B c=100 round=3/3 425.4 req/s +h2 stream ry 131072 B c=100 round=3/3 616.4 req/s +h2 stream ry 131072 B c= 50 round=3/3 616.3 req/s +h2 full httpx_blocking 131072 B c= 50 round=3/3 364.0 req/s +h2 full niquests_blocking 2097152 B c=100 round=3/3 36.8 req/s +h2 stream curl_cffi_blocking 131072 B c= 10 round=3/3 389.6 req/s +h2 stream niquests 65536 B c=100 round=3/3 1127.2 req/s +h2 stream curl_cffi 2097152 B c=100 round=3/3 249.1 req/s +h2 stream wreq_st 1024 B c= 10 round=3/3 9884.7 req/s +h2 full ry 1048576 B c=150 round=3/3 152.3 req/s +h2 stream wreq 2097152 B c=150 round=3/3 277.8 req/s +h2 full pyreqwest_mt 65536 B c=150 round=3/3 4439.1 req/s +h2 stream wreq 131072 B c= 10 round=3/3 3597.9 req/s +h2 full wreq_blocking 4194304 B c= 50 round=3/3 665.8 req/s +h2 stream pyreqwest_mt 65536 B c=100 round=3/3 1577.5 req/s +h2 stream ry_blocking 10240 B c=150 round=3/3 4567.0 req/s +h2 stream niquests 1048576 B c=100 round=3/3 177.2 req/s +h2 stream pyreqwest_mt 10240 B c= 50 round=3/3 3461.1 req/s +h2 full wreq 10240 B c=100 round=3/3 27901.1 req/s +h2 full httpx_blocking 1024 B c=150 round=3/3 1451.3 req/s +h2 full curl_cffi_blocking 4194304 B c=150 round=3/3 48.9 req/s +h2 stream wreq 2097152 B c=100 round=3/3 292.0 req/s +h2 stream pyreqwest_mt 2097152 B c= 10 round=3/3 137.0 req/s +h2 full httpx_blocking 1048576 B c= 50 round=3/3 49.9 req/s +h2 stream wreq_st 10240 B c= 50 round=3/3 15952.1 req/s +h2 stream pycurl 131072 B c= 50 round=3/3 1270.6 req/s +h2 full wreq_blocking 1048576 B c= 50 round=3/3 1767.2 req/s +h2 stream wreq 1048576 B c= 50 round=3/3 525.0 req/s +h2 stream pyreqwest_mt 4194304 B c=100 round=3/3 73.5 req/s +h2 stream niquests_blocking 65536 B c=100 round=3/3 653.0 req/s +h2 full ry_blocking 1024 B c=100 round=3/3 7318.0 req/s +h2 stream curl_cffi 1024 B c= 50 round=3/3 5624.1 req/s +h2 stream niquests_blocking 10240 B c=150 round=3/3 1225.0 req/s +h2 full pyreqwest_mt 131072 B c=150 round=3/3 2039.0 req/s +h2 stream wreq_st 131072 B c= 50 round=3/3 6293.2 req/s +h2 stream curl_cffi 4194304 B c=150 round=3/3 114.9 req/s +h2 full wreq_st 1024 B c=150 round=3/3 28576.6 req/s +h2 stream wreq_blocking 65536 B c= 10 round=3/3 523.5 req/s +h2 full ry 65536 B c=100 round=3/3 1649.9 req/s +h2 full wreq_blocking 1024 B c=150 round=3/3 3348.7 req/s +h2 full pycurl 131072 B c=100 round=3/3 1618.0 req/s +h2 stream wreq_blocking 1024 B c=150 round=3/3 548.4 req/s +h2 full wreq 131072 B c= 50 round=3/3 4049.6 req/s +h2 stream ry_blocking 4194304 B c= 50 round=3/3 99.8 req/s +h2 stream pyreqwest_mt 131072 B c= 10 round=3/3 1044.2 req/s +h2 stream wreq 65536 B c=100 round=3/3 6655.8 req/s +h2 stream httpx 2097152 B c= 10 round=3/3 57.1 req/s +h2 full curl_cffi 65536 B c= 50 round=3/3 4873.0 req/s +h2 stream httpx_blocking 1048576 B c=100 round=3/3 52.7 req/s +h2 full pyreqwest_st 1048576 B c=100 round=3/3 267.6 req/s +h2 full httpx_blocking 4194304 B c=100 round=3/3 10.1 req/s +h2 full pyreqwest_mt 2097152 B c= 10 round=3/3 170.1 req/s +h2 full pyreqwest_st 65536 B c= 10 round=3/3 2475.8 req/s +h2 full wreq 65536 B c=100 round=3/3 7777.4 req/s +h2 stream curl_cffi_blocking 2097152 B c=100 round=3/3 77.6 req/s +h2 stream wreq 1024 B c=100 round=3/3 25030.7 req/s +h2 stream wreq_blocking 65536 B c=150 round=3/3 517.9 req/s +h2 full wreq_blocking 2097152 B c=150 round=3/3 1067.3 req/s +h2 full niquests 4194304 B c= 10 round=3/3 48.4 req/s +h2 stream pyreqwest_mt 4194304 B c= 50 round=3/3 76.8 req/s +h2 full pyreqwest_st 1024 B c=150 round=3/3 4035.9 req/s +h2 stream niquests_blocking 131072 B c= 50 round=3/3 426.9 req/s +h2 full curl_cffi_blocking 1024 B c=150 round=3/3 555.0 req/s +h2 stream wreq_blocking 131072 B c= 10 round=3/3 521.4 req/s +h2 stream pycurl 65536 B c=150 round=3/3 1902.7 req/s +h2 stream niquests 65536 B c= 10 round=3/3 1317.7 req/s +h2 stream pycurl 2097152 B c= 10 round=3/3 94.1 req/s +h2 full wreq_blocking 1048576 B c=100 round=3/3 1676.9 req/s +h2 full pycurl 10240 B c= 10 round=3/3 12822.3 req/s +h2 full wreq_blocking 10240 B c=150 round=3/3 3350.3 req/s +h2 full wreq_st 1048576 B c= 50 round=3/3 818.6 req/s +h2 stream curl_cffi_blocking 131072 B c=150 round=3/3 389.8 req/s +h2 full pyreqwest_st 1048576 B c= 10 round=3/3 260.1 req/s +h2 stream wreq 4194304 B c= 50 round=3/3 168.6 req/s +h2 full curl_cffi 1048576 B c= 10 round=3/3 547.6 req/s +h2 stream pyreqwest_mt 10240 B c=100 round=3/3 3523.9 req/s +h2 full pyreqwest_mt 10240 B c= 10 round=3/3 6479.1 req/s +h2 stream curl_cffi_blocking 10240 B c= 50 round=3/3 533.2 req/s +h2 stream wreq 4194304 B c= 10 round=3/3 157.5 req/s +h2 stream curl_cffi_blocking 1024 B c=150 round=3/3 523.3 req/s +h2 stream ry 1048576 B c= 50 round=3/3 117.1 req/s +h2 full httpx 1024 B c= 10 round=3/3 1546.4 req/s +h2 full niquests_blocking 10240 B c= 10 round=3/3 1332.7 req/s +h2 stream wreq_blocking 1024 B c= 10 round=3/3 559.2 req/s +h2 full pyreqwest_st 131072 B c= 10 round=3/3 1641.9 req/s +h2 full ry_blocking 65536 B c=100 round=3/3 4155.0 req/s +h2 stream wreq_blocking 10240 B c=150 round=3/3 549.7 req/s +h2 full pycurl 4194304 B c= 50 round=3/3 56.2 req/s +h2 stream niquests 131072 B c= 10 round=3/3 872.7 req/s +h2 full ry 65536 B c= 10 round=3/3 1398.1 req/s +h2 stream wreq_st 65536 B c= 10 round=3/3 5916.1 req/s +h2 stream httpx_blocking 2097152 B c=150 round=3/3 27.8 req/s +h2 full wreq 131072 B c=150 round=3/3 4271.6 req/s +h2 full ry_blocking 4194304 B c=150 round=3/3 108.9 req/s +h2 full httpx_blocking 65536 B c= 10 round=3/3 610.6 req/s +h2 stream httpx 1024 B c=150 round=3/3 1672.4 req/s +h2 stream pycurl 10240 B c=150 round=3/3 5615.9 req/s +h2 stream pyreqwest_mt 1024 B c=150 round=3/3 3499.6 req/s +h2 stream ry_blocking 65536 B c=150 round=3/3 2322.3 req/s +h2 full niquests 1024 B c= 50 round=3/3 2050.6 req/s +h2 full pycurl 2097152 B c= 10 round=3/3 108.1 req/s +h2 full httpx_blocking 1048576 B c= 10 round=3/3 50.9 req/s +h2 stream niquests_blocking 131072 B c= 10 round=3/3 437.3 req/s +h2 stream wreq_st 4194304 B c= 50 round=3/3 209.0 req/s +h2 full wreq_blocking 65536 B c=150 round=3/3 3261.7 req/s +h2 full pyreqwest_mt 1024 B c=100 round=3/3 7345.4 req/s +h2 stream curl_cffi_blocking 65536 B c=150 round=3/3 438.9 req/s +h2 stream niquests_blocking 131072 B c=100 round=3/3 424.4 req/s +h2 full httpx 10240 B c=150 round=3/3 1668.5 req/s +h2 full wreq_st 1048576 B c=150 round=3/3 827.8 req/s +h2 full niquests_blocking 65536 B c= 50 round=3/3 629.4 req/s +h2 stream wreq_st 4194304 B c=100 round=3/3 204.5 req/s +h2 stream httpx_blocking 131072 B c=150 round=3/3 362.7 req/s +h2 stream pyreqwest_mt 1024 B c=100 round=3/3 3579.6 req/s +h2 full niquests 131072 B c=150 round=3/3 897.3 req/s +h2 full ry_blocking 10240 B c=150 round=3/3 6908.5 req/s +h2 full httpx 2097152 B c= 50 round=3/3 40.9 req/s +h2 full wreq 4194304 B c= 10 round=3/3 152.3 req/s +h2 stream niquests 131072 B c=100 round=3/3 883.8 req/s +h2 stream wreq_st 10240 B c= 10 round=3/3 10956.7 req/s +h2 full pyreqwest_mt 1048576 B c=100 round=3/3 316.6 req/s +h2 full curl_cffi_blocking 10240 B c= 50 round=3/3 564.3 req/s +h2 full niquests_blocking 131072 B c=150 round=3/3 422.4 req/s +h2 full httpx_blocking 2097152 B c= 10 round=3/3 24.6 req/s +h2 full pycurl 4194304 B c=100 round=3/3 56.7 req/s +h2 stream wreq_st 1024 B c=100 round=3/3 16494.4 req/s +h2 full curl_cffi 131072 B c= 10 round=3/3 2168.3 req/s +h2 full pyreqwest_st 10240 B c= 50 round=3/3 4139.7 req/s +h2 full ry 1024 B c=100 round=3/3 2829.3 req/s +h2 stream curl_cffi 10240 B c=150 round=3/3 5111.7 req/s +h2 stream pyreqwest_mt 131072 B c=100 round=3/3 1251.1 req/s +h2 stream ry_blocking 1024 B c= 50 round=3/3 5142.5 req/s +h2 stream curl_cffi_blocking 131072 B c=100 round=3/3 389.1 req/s +h2 stream pyreqwest_st 4194304 B c=100 round=3/3 63.1 req/s +h2 full niquests 10240 B c=150 round=3/3 2058.7 req/s +h2 stream curl_cffi_blocking 2097152 B c=150 round=3/3 80.3 req/s +h2 full curl_cffi 1024 B c=150 round=3/3 7331.4 req/s +h2 stream httpx_blocking 65536 B c=100 round=3/3 600.4 req/s +h2 stream httpx 10240 B c= 10 round=3/3 1491.2 req/s +h2 full httpx 65536 B c=150 round=3/3 869.6 req/s +h2 full ry 1048576 B c= 10 round=3/3 137.4 req/s +h2 full ry_blocking 131072 B c=150 round=3/3 2503.4 req/s +h2 stream pyreqwest_st 4194304 B c= 50 round=3/3 61.7 req/s +h2 stream wreq_blocking 131072 B c=100 round=3/3 518.8 req/s +h2 full curl_cffi 4194304 B c= 10 round=3/3 156.0 req/s +h2 full niquests 1048576 B c=150 round=3/3 181.5 req/s +h2 full wreq_st 65536 B c= 10 round=3/3 9988.2 req/s +h2 stream curl_cffi 1048576 B c=100 round=3/3 504.9 req/s +h2 stream httpx_blocking 1024 B c=150 round=3/3 1428.5 req/s +h2 stream ry_blocking 10240 B c= 50 round=3/3 5057.4 req/s +h2 stream ry_blocking 131072 B c=150 round=3/3 1730.1 req/s +h2 full niquests_blocking 65536 B c= 10 round=3/3 691.9 req/s +h2 stream httpx_blocking 4194304 B c= 50 round=3/3 13.4 req/s +h2 stream curl_cffi 2097152 B c= 50 round=3/3 258.3 req/s +h2 full curl_cffi 65536 B c=150 round=3/3 4571.5 req/s +h2 full curl_cffi_blocking 1024 B c= 50 round=3/3 558.9 req/s +h2 full pyreqwest_mt 1048576 B c=150 round=3/3 305.8 req/s +h2 stream wreq_st 1048576 B c=100 round=3/3 818.9 req/s +h2 stream httpx 10240 B c=150 round=3/3 1574.5 req/s +h2 stream pyreqwest_st 1048576 B c= 50 round=3/3 181.8 req/s +h2 stream pyreqwest_mt 10240 B c= 10 round=3/3 3039.6 req/s +h2 full pyreqwest_mt 2097152 B c= 50 round=3/3 167.7 req/s +h2 full niquests 1048576 B c= 10 round=3/3 178.5 req/s +h2 full ry_blocking 2097152 B c= 50 round=3/3 225.5 req/s +h2 full wreq_blocking 4194304 B c= 10 round=3/3 684.8 req/s +h2 full ry_blocking 1024 B c=150 round=3/3 6788.1 req/s +h2 stream wreq 131072 B c=100 round=3/3 3609.7 req/s +h2 full ry 10240 B c=150 round=3/3 2844.6 req/s +h2 full wreq_st 1048576 B c=100 round=3/3 840.4 req/s +h2 full httpx 65536 B c= 10 round=3/3 828.0 req/s +h2 full pyreqwest_mt 4194304 B c=100 round=3/3 80.9 req/s +h2 full curl_cffi_blocking 131072 B c=150 round=3/3 422.6 req/s +h2 stream niquests_blocking 4194304 B c=150 round=3/3 18.9 req/s +h2 full wreq_st 131072 B c=150 round=3/3 6312.5 req/s +h2 full niquests 65536 B c= 10 round=3/3 1293.7 req/s +h2 full httpx 2097152 B c=100 round=3/3 38.7 req/s +h2 stream pyreqwest_st 1024 B c= 50 round=3/3 2506.9 req/s +h2 full ry 10240 B c= 50 round=3/3 2836.7 req/s +h2 stream niquests_blocking 1048576 B c=150 round=3/3 73.1 req/s +h2 stream httpx_blocking 131072 B c= 50 round=3/3 364.1 req/s +h2 stream wreq 10240 B c=100 round=3/3 20995.2 req/s +h2 full curl_cffi 131072 B c= 50 round=3/3 2994.0 req/s +h2 stream niquests 4194304 B c=150 round=3/3 50.8 req/s +h2 full niquests_blocking 1024 B c=100 round=3/3 1272.2 req/s +h2 full wreq 131072 B c= 10 round=3/3 3660.4 req/s +h2 stream pyreqwest_mt 2097152 B c=100 round=3/3 136.2 req/s +h2 full wreq_st 10240 B c= 10 round=3/3 18199.0 req/s +h2 stream curl_cffi 4194304 B c= 10 round=3/3 135.2 req/s +h2 stream wreq_st 2097152 B c=150 round=3/3 414.4 req/s +h2 full ry 10240 B c= 10 round=3/3 2557.7 req/s +h2 full httpx 10240 B c= 50 round=3/3 1560.2 req/s +h2 full niquests_blocking 4194304 B c=150 round=3/3 19.0 req/s +h2 full ry_blocking 4194304 B c=100 round=3/3 108.1 req/s +h2 full niquests 4194304 B c=100 round=3/3 50.5 req/s +h2 stream niquests_blocking 1048576 B c= 50 round=3/3 70.9 req/s +h2 full pycurl 65536 B c=150 round=3/3 2786.9 req/s +h2 full curl_cffi_blocking 1048576 B c= 50 round=3/3 153.7 req/s +h2 stream httpx 65536 B c= 50 round=3/3 852.0 req/s +h2 stream curl_cffi 1024 B c=150 round=3/3 5699.4 req/s +h2 full wreq 1024 B c=100 round=3/3 27124.2 req/s +h2 stream wreq 2097152 B c= 50 round=3/3 297.4 req/s +h2 full wreq 131072 B c=100 round=3/3 4281.2 req/s +h2 full ry 2097152 B c=100 round=3/3 78.6 req/s +h2 full ry 131072 B c=100 round=3/3 936.4 req/s +h2 full ry 65536 B c= 50 round=3/3 1555.7 req/s +h2 stream wreq 1024 B c= 50 round=3/3 20810.5 req/s +h2 full httpx_blocking 10240 B c=100 round=3/3 1448.1 req/s +h2 full curl_cffi 4194304 B c= 50 round=3/3 158.4 req/s +h2 full wreq 1048576 B c= 10 round=3/3 636.5 req/s +h2 full niquests_blocking 1024 B c= 50 round=3/3 1047.2 req/s +h2 stream httpx 65536 B c=100 round=3/3 891.0 req/s +h2 stream wreq 1024 B c=150 round=3/3 21388.8 req/s +h2 stream ry 65536 B c=100 round=3/3 837.9 req/s +h2 full ry_blocking 2097152 B c=100 round=3/3 224.9 req/s +h2 stream curl_cffi 65536 B c= 50 round=3/3 2756.3 req/s +h2 stream niquests 131072 B c=150 round=3/3 890.0 req/s +h2 stream pycurl 131072 B c=100 round=3/3 1242.2 req/s +h2 full niquests_blocking 4194304 B c=100 round=3/3 18.6 req/s +h2 full wreq_st 10240 B c=100 round=3/3 25120.0 req/s +h2 full wreq 4194304 B c=100 round=3/3 160.4 req/s +h2 full pyreqwest_st 1048576 B c= 50 round=3/3 262.4 req/s +h2 full wreq 1024 B c= 10 round=3/3 12663.0 req/s +h2 stream ry 2097152 B c= 50 round=3/3 68.8 req/s +h2 stream wreq_st 4194304 B c=150 round=3/3 208.0 req/s +h2 stream wreq_blocking 4194304 B c=100 round=3/3 277.6 req/s +h2 stream pyreqwest_st 1024 B c=150 round=3/3 2443.9 req/s +h2 stream curl_cffi 1048576 B c= 10 round=3/3 465.9 req/s +h2 stream httpx 131072 B c= 50 round=3/3 561.1 req/s +h2 stream niquests 2097152 B c= 10 round=3/3 94.4 req/s +h2 stream httpx 4194304 B c= 50 round=3/3 28.5 req/s +h2 full wreq_blocking 10240 B c= 10 round=3/3 3775.0 req/s +h2 stream pycurl 4194304 B c=150 round=3/3 49.5 req/s +h2 full pycurl 2097152 B c=150 round=3/3 111.1 req/s +h2 full pycurl 4194304 B c=150 round=3/3 56.5 req/s +h2 full httpx_blocking 1048576 B c=150 round=3/3 51.6 req/s +h2 full pycurl 1048576 B c= 10 round=3/3 212.1 req/s +h2 stream curl_cffi_blocking 65536 B c=100 round=3/3 443.7 req/s +h2 full pyreqwest_st 65536 B c=150 round=3/3 2593.8 req/s +h2 stream ry_blocking 1048576 B c= 10 round=3/3 337.6 req/s +h2 full niquests 2097152 B c= 10 round=3/3 97.9 req/s +h2 stream niquests_blocking 4194304 B c= 50 round=3/3 18.5 req/s +h2 stream httpx_blocking 65536 B c=150 round=3/3 590.4 req/s +h2 full niquests 1048576 B c= 50 round=3/3 182.2 req/s +h2 stream pyreqwest_mt 1048576 B c= 10 round=3/3 221.6 req/s +h2 stream curl_cffi 10240 B c= 50 round=3/3 5518.3 req/s +h2 full niquests 10240 B c= 10 round=3/3 1990.2 req/s +h2 full curl_cffi_blocking 2097152 B c=150 round=3/3 90.5 req/s +h2 full wreq 1024 B c= 50 round=3/3 25716.7 req/s +h2 full pyreqwest_mt 131072 B c=100 round=3/3 2381.8 req/s +h2 full httpx 2097152 B c= 10 round=3/3 46.0 req/s +h2 full ry_blocking 1024 B c= 10 round=3/3 8536.5 req/s +h2 stream pyreqwest_mt 1048576 B c=150 round=3/3 222.3 req/s +h2 stream wreq 65536 B c= 10 round=3/3 5219.4 req/s +h2 full wreq_blocking 131072 B c= 50 round=3/3 3466.7 req/s +h2 full wreq_st 2097152 B c= 50 round=3/3 412.5 req/s +h2 stream wreq 10240 B c= 50 round=3/3 21307.3 req/s +h2 stream ry 65536 B c= 50 round=3/3 824.6 req/s +h2 stream httpx_blocking 10240 B c= 10 round=3/3 1547.3 req/s +h2 stream curl_cffi 131072 B c=150 round=3/3 2208.1 req/s +h2 full wreq_st 1024 B c=100 round=3/3 29522.4 req/s +h2 stream ry 10240 B c=150 round=3/3 1699.4 req/s +h2 full ry_blocking 1048576 B c= 50 round=3/3 425.9 req/s +h2 full httpx 4194304 B c=100 round=3/3 15.2 req/s +h2 full curl_cffi 2097152 B c=100 round=3/3 302.1 req/s +h2 full httpx 2097152 B c=150 round=3/3 38.8 req/s +h2 full pycurl 131072 B c= 10 round=3/3 1598.2 req/s +h2 full curl_cffi_blocking 65536 B c= 50 round=3/3 491.4 req/s +h2 stream pycurl 2097152 B c=150 round=3/3 98.5 req/s +h2 stream curl_cffi_blocking 4194304 B c=150 round=3/3 43.0 req/s +h2 stream ry_blocking 1024 B c= 10 round=3/3 5272.6 req/s +h2 full pycurl 10240 B c=100 round=3/3 10241.4 req/s +h2 full ry 1024 B c=150 round=3/3 2929.1 req/s +h2 stream curl_cffi_blocking 1048576 B c=150 round=3/3 139.5 req/s +h2 stream pyreqwest_st 65536 B c=100 round=3/3 1318.5 req/s +h2 stream httpx 10240 B c= 50 round=3/3 1617.2 req/s +h2 full wreq_st 2097152 B c=100 round=3/3 411.0 req/s +h2 full niquests_blocking 1048576 B c= 50 round=3/3 71.3 req/s +h2 full wreq_st 131072 B c=100 round=3/3 6001.7 req/s +h2 stream wreq 131072 B c=150 round=3/3 3815.7 req/s +h2 stream niquests_blocking 4194304 B c= 10 round=3/3 18.5 req/s +h2 full pyreqwest_mt 1024 B c=150 round=3/3 7569.0 req/s +h2 stream ry_blocking 10240 B c=100 round=3/3 4479.9 req/s +h2 stream niquests_blocking 10240 B c= 50 round=3/3 1271.0 req/s +h2 stream ry_blocking 4194304 B c= 10 round=3/3 98.7 req/s +h2 full ry_blocking 4194304 B c= 10 round=3/3 105.2 req/s +h2 stream pyreqwest_mt 2097152 B c= 50 round=3/3 138.3 req/s +h2 full wreq_blocking 131072 B c= 10 round=3/3 3620.4 req/s +h2 stream wreq_blocking 2097152 B c= 50 round=3/3 339.5 req/s +h2 full niquests_blocking 10240 B c=100 round=3/3 1254.2 req/s +h2 full httpx 1048576 B c=100 round=3/3 90.2 req/s +h2 full httpx_blocking 1048576 B c=100 round=3/3 48.8 req/s +h2 stream pyreqwest_st 1024 B c= 10 round=3/3 2497.9 req/s +h2 stream curl_cffi 1048576 B c= 50 round=3/3 535.6 req/s +h2 full pycurl 1024 B c=150 round=3/3 9417.4 req/s +h2 full curl_cffi 1048576 B c= 50 round=3/3 611.1 req/s +h2 stream wreq_blocking 65536 B c= 50 round=3/3 528.2 req/s +h2 full httpx 1024 B c= 50 round=3/3 1626.7 req/s +h2 stream httpx 1048576 B c= 10 round=3/3 110.2 req/s +h2 full curl_cffi 10240 B c=100 round=3/3 8309.0 req/s +h2 stream niquests 1024 B c=100 round=3/3 1700.1 req/s +h2 stream ry 1024 B c= 10 round=3/3 1478.3 req/s +h2 full httpx 1024 B c=150 round=3/3 1660.4 req/s +h2 full curl_cffi_blocking 4194304 B c=100 round=3/3 47.9 req/s +h2 stream curl_cffi 65536 B c= 10 round=3/3 2300.8 req/s +h2 stream ry 10240 B c= 10 round=3/3 1473.8 req/s +h2 full pyreqwest_st 2097152 B c= 50 round=3/3 139.0 req/s +h2 full curl_cffi 2097152 B c= 50 round=3/3 319.9 req/s +h2 stream httpx_blocking 10240 B c=100 round=3/3 1439.0 req/s +h2 stream httpx 10240 B c=100 round=3/3 1606.7 req/s +h2 full niquests 1048576 B c=100 round=3/3 180.0 req/s +h2 stream wreq 1048576 B c= 10 round=3/3 566.7 req/s +h2 stream wreq_st 4194304 B c= 10 round=3/3 212.6 req/s +h2 stream wreq 2097152 B c= 10 round=3/3 289.3 req/s +h2 full niquests_blocking 1024 B c= 10 round=3/3 1318.8 req/s +h2 full ry_blocking 1024 B c= 50 round=3/3 8000.0 req/s +h2 stream pycurl 4194304 B c= 10 round=3/3 47.2 req/s +h2 stream ry 2097152 B c=150 round=3/3 70.1 req/s +h2 full pycurl 131072 B c=150 round=3/3 1558.9 req/s +h2 full curl_cffi 131072 B c=100 round=3/3 3154.2 req/s +h2 full curl_cffi_blocking 2097152 B c=100 round=3/3 87.8 req/s +h2 full httpx_blocking 2097152 B c=150 round=3/3 23.8 req/s +h2 stream pyreqwest_mt 65536 B c=150 round=3/3 1624.3 req/s +h2 full ry_blocking 1048576 B c=150 round=3/3 419.9 req/s +h2 stream niquests_blocking 65536 B c=150 round=3/3 657.1 req/s +h2 stream niquests 4194304 B c= 50 round=3/3 47.1 req/s +h2 full curl_cffi 4194304 B c=150 round=3/3 151.6 req/s +h2 full wreq_st 1048576 B c= 10 round=3/3 848.3 req/s +h2 full wreq 2097152 B c= 50 round=3/3 308.7 req/s +h2 stream curl_cffi_blocking 1024 B c= 10 round=3/3 528.4 req/s +h2 full pyreqwest_st 2097152 B c= 10 round=3/3 131.9 req/s +h2 full ry 4194304 B c=150 round=3/3 39.8 req/s +h2 stream ry_blocking 65536 B c= 10 round=3/3 2531.5 req/s +h2 full curl_cffi_blocking 1024 B c=100 round=3/3 557.8 req/s +h2 full curl_cffi 131072 B c=150 round=3/3 3141.5 req/s +h2 full ry_blocking 2097152 B c= 10 round=3/3 212.5 req/s +h2 full ry_blocking 131072 B c=100 round=3/3 2527.1 req/s +h2 full wreq_blocking 131072 B c=150 round=3/3 3164.9 req/s +h2 stream ry 10240 B c=100 round=3/3 1679.1 req/s +h2 stream httpx_blocking 10240 B c=150 round=3/3 1387.5 req/s +h2 stream niquests 1048576 B c=150 round=3/3 173.1 req/s +h2 full niquests 131072 B c= 10 round=3/3 875.5 req/s +h2 stream ry_blocking 1024 B c=100 round=3/3 4812.8 req/s +h2 full wreq_st 4194304 B c=100 round=3/3 207.4 req/s +h2 full wreq_st 2097152 B c= 10 round=3/3 415.0 req/s +h2 full httpx 1048576 B c= 10 round=3/3 98.7 req/s +h2 stream niquests_blocking 1024 B c= 50 round=3/3 1273.9 req/s +h2 full httpx_blocking 131072 B c=100 round=3/3 359.3 req/s +h2 stream wreq 131072 B c= 50 round=3/3 4027.4 req/s +h2 stream httpx 4194304 B c=100 round=3/3 26.2 req/s +h2 full ry_blocking 4194304 B c= 50 round=3/3 108.0 req/s +h2 stream niquests_blocking 1048576 B c=100 round=3/3 71.6 req/s +h2 full ry 2097152 B c=150 round=3/3 78.5 req/s +h2 stream curl_cffi_blocking 2097152 B c= 50 round=3/3 78.8 req/s +h2 full wreq 65536 B c= 10 round=3/3 6159.3 req/s +h2 stream pyreqwest_st 2097152 B c=150 round=3/3 110.6 req/s +h2 stream pycurl 1048576 B c=100 round=3/3 192.3 req/s +h2 full pyreqwest_mt 131072 B c= 50 round=3/3 2449.5 req/s +h2 full pyreqwest_st 1024 B c= 10 round=3/3 4276.9 req/s +h2 stream httpx_blocking 1048576 B c= 10 round=3/3 52.9 req/s +h2 stream httpx_blocking 1048576 B c=150 round=3/3 55.1 req/s +h2 stream curl_cffi_blocking 131072 B c= 50 round=3/3 385.9 req/s +h2 full wreq_st 10240 B c= 50 round=3/3 21567.5 req/s +h2 stream wreq_blocking 131072 B c=150 round=3/3 510.8 req/s +h2 full curl_cffi 1024 B c=100 round=3/3 9062.0 req/s +h2 full wreq_blocking 2097152 B c= 50 round=3/3 1148.9 req/s +h2 stream ry 1048576 B c=100 round=3/3 118.6 req/s +h2 stream pyreqwest_mt 10240 B c=150 round=3/3 3552.6 req/s +h2 stream wreq_st 2097152 B c= 10 round=3/3 419.4 req/s +h2 stream curl_cffi_blocking 4194304 B c= 50 round=3/3 42.5 req/s +h2 stream curl_cffi 4194304 B c=100 round=3/3 126.3 req/s +h2 stream pyreqwest_st 131072 B c= 50 round=3/3 997.4 req/s +h2 full curl_cffi_blocking 65536 B c=100 round=3/3 486.8 req/s +h2 full niquests 2097152 B c= 50 round=3/3 96.7 req/s +h2 stream niquests 1024 B c=150 round=3/3 1632.9 req/s +h2 stream wreq_blocking 131072 B c= 50 round=3/3 528.6 req/s +h2 stream pyreqwest_mt 131072 B c= 50 round=3/3 1229.5 req/s +h2 full niquests_blocking 10240 B c= 50 round=3/3 1280.6 req/s +h2 stream curl_cffi_blocking 1024 B c= 50 round=3/3 530.0 req/s +h2 stream ry_blocking 65536 B c= 50 round=3/3 2468.1 req/s +h2 stream pyreqwest_st 1048576 B c= 10 round=3/3 187.7 req/s +Saved complete benchmark: /mnt/e/VSCode/wreq-python/bench/data/20261003T145433Z-bad7928dae4b-full.json diff --git 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+ }, + { + "round": 3, + "sample": 1, + "seconds": 1.4711415320016386, + "cpu_seconds": 1.5497495469999762 + } + ], + "rounds": [ + { + "round": 1, + "total_requests": 300, + "total_seconds": 1.4749551029999566, + "rps": 203.39602160758707, + "mbps": 853.104747012789 + }, + { + "round": 2, + "total_requests": 300, + "total_seconds": 1.4791346900001372, + "rps": 202.82128600470602, + "mbps": 850.6941311746825 + }, + { + "round": 3, + "total_requests": 300, + "total_seconds": 1.4424322639988532, + "rps": 207.98203665266774, + "mbps": 872.3398882604309 + } + ], + "validation": { + "status": 200, + "protocol": "h2", + "response_bytes": 4194304 + }, + "total_requests": 900, + "total_seconds": 4.396522056998947, + "rps": 204.70726368067795, + "mbps": 858.6044948849222, + "round_rps_cv_pct": 1.1279492625742604 + } + ] +} diff --git a/bench/data/20261003T145433Z-bad7928dae4b-full.md b/bench/data/20261003T145433Z-bad7928dae4b-full.md new file mode 100644 index 00000000..b6fedebf --- /dev/null +++ b/bench/data/20261003T145433Z-bad7928dae4b-full.md @@ -0,0 +1,368 @@ +Measured revision: [bad7928dae4b](https://github.com/0x676e67/wreq-python/commit/bad7928dae4b139805335bc7a6690d85629c1c60). Collected 2026-10-03 18:47 UTC. + +**Local measurement: the source checkout had uncommitted changes.** + +### Measurement environment + +| Item | Value | +| --- | --- | +| Python | CPython 3.14.6 (main, Jul 23 2026, 14:45:24) [Clang 22.1.3 ] | +| OS | Linux-6.18.33.2-microsoft-standard-WSL2-x86_64-with-glibc2.39 | +| Architecture | x86_64 | +| CPU | AMD Ryzen 9 9950X 16-Core Processor; 32 logical CPUs | +| Python event loop | asyncio | +| Server | Controlled Rust TLS echo server; 4 workers | +| TLS | TLS 1.3; certificate verification disabled for the local test server | +| Repeats | Rounds: 3; timed batches/round: 1; requests/batch: 300; warm-up batches/round: 1 | +| Stream upload chunk | Varies by payload; see body cases below | + +### Body cases + +Each payload is tested with the recorded upload modes at every recorded concurrency. + +| Upload / echo payload | Stream upload chunk | +| --- | --- | +| 1 KiB | 1 KiB | +| 10 KiB | 10 KiB | +| 64 KiB | 16 KiB | +| 128 KiB | 32 KiB | +| 1 MiB | 64 KiB | +| 2 MiB | 128 KiB | +| 4 MiB | 256 KiB | + +### Client versions and runtimes + +| Client | API | Package | Version | Runtime | Protocols | Uploads | +| --- | --- | --- | --- | --- | --- | --- | +| wreq (default) | async | wreq | 0.12.3 | Library default | HTTP/1.1, HTTP/2 | Full, Stream | +| wreq (1 thread) | async | wreq | 0.12.3 | Custom: workers=1, work_steal=False | HTTP/1.1, HTTP/2 | Full, Stream | +| pyreqwest (ST) | async | pyreqwest | 0.14.0 | Single-thread runtime | HTTP/1.1, HTTP/2 | Full, Stream | +| pyreqwest (MT) | async | pyreqwest | 0.14.0 | Multi-thread runtime | HTTP/1.1, HTTP/2 | Full, Stream | +| ry (default) | async | ry | 0.0.101 | Library default | HTTP/1.1, HTTP/2 | Full, Stream | +| httpx | async | httpx | 0.28.1 | Library default | HTTP/1.1, HTTP/2 | Full, Stream | +| aiohttp | async | aiohttp | 3.14.3 | Library default | HTTP/1.1 | Full, Stream | +| niquests | async | niquests | 3.21.2 | Library default | HTTP/1.1, HTTP/2 | Full, Stream | +| curl_cffi | async | curl_cffi | 0.16.3 | Library default | HTTP/1.1, HTTP/2 | Full, Stream | +| wreq (blocking) | blocking | wreq | 0.12.3 | Thread pool; one client per logical worker | HTTP/1.1, HTTP/2 | Full, Stream | +| ry (blocking) | blocking | ry | 0.0.101 | Thread pool; one client per logical worker | HTTP/1.1, HTTP/2 | Full, Stream | +| requests | blocking | requests | 2.34.2 | Thread pool; one client per logical worker | HTTP/1.1 | Full, Stream | +| httpx (blocking) | blocking | httpx | 0.28.1 | Thread pool; one client per logical worker | HTTP/1.1, HTTP/2 | Full, Stream | +| niquests (blocking) | blocking | niquests | 3.21.2 | Thread pool; one client per logical worker | HTTP/1.1, HTTP/2 | Full, Stream | +| curl_cffi (blocking) | blocking | curl_cffi | 0.16.3 | Thread pool; one client per logical worker | HTTP/1.1, HTTP/2 | Full, Stream | +| PycURL | blocking | pycurl | 7.48.0 | Thread pool; one client per logical worker | HTTP/1.1, HTTP/2 | Full, Stream | + +
+Adapter settings + +| Client | Response consumption | Connection pool | +| --- | --- | --- | +| wreq (default) | Client streaming API to EOF | {"kind": "library default"} | +| wreq (1 thread) | Client streaming API to EOF | {"kind": "library default"} | +| pyreqwest (ST) | Client streaming API to EOF | {"kind": "library default"} | +| pyreqwest (MT) | Client streaming API to EOF | {"kind": "library default"} | +| ry (default) | Client streaming API to EOF | {"kind": "library default"} | +| httpx | aiter_raw(): native transport chunks | {"connection_limit": null} | +| aiohttp | iter_any(): available response chunks | {"connection_limit": null} | +| niquests | iter_raw(65536): reads of at most 64 KiB | {"pool_maxsize": 150} | +| curl_cffi | aiter_content(): libcurl callback chunks | {"max_clients": 150} | +| wreq (blocking) | stream(): native transport chunks | {"kind": "one client per logical worker"} | +| ry (blocking) | stream(): native transport chunks | {"kind": "one client per logical worker"} | +| requests | iter_content(65536): reads of at most 64 KiB | {"kind": "one client per logical worker"} | +| httpx (blocking) | iter_raw(): native transport chunks | {"kind": "one client per logical worker"} | +| niquests (blocking) | iter_content(65536): reads of at most 64 KiB | {"kind": "one client per logical worker"} | +| curl_cffi (blocking) | content_callback: libcurl callback chunks | {"kind": "one client per logical worker"} | +| PycURL | WRITEFUNCTION: libcurl callback chunks | {"kind": "one client per logical worker"} | + +
+ +### Throughput comparison + +All cells are requests per second (RPS). Each value is total measured requests divided by total measured time across all rounds, not the fastest round. The JSON also includes individual timings, per-round results, response-payload MB/s, and native artifact SHA-256 hashes. + +### Asynchronous clients + +N/A means that this client API does not support that protocol or upload mode; it is not a failed or zero-throughput result. + +#### HTTP/1.1 — Full upload + +Unit: **requests/s (RPS, requests per second)**. Higher is better. + +| Upload / echo payload | Concurrency | wreq (default) | wreq (1 thread) | pyreqwest (ST) | pyreqwest (MT) | ry (default) | httpx | aiohttp | niquests | curl_cffi | +| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | +| 1 KiB | 10 | 28,409.5 | 27,077.4 | 4,519.8 | 7,191.9 | 2,507.0 | 1,488.0 | 8,170.2 | 2,355.0 | 6,048.5 | +| 1 KiB | 50 | 78,829.7 | 48,037.0 | 4,401.7 | 7,767.5 | 2,799.4 | 843.1 | 8,534.6 | 2,288.9 | 6,043.3 | +| 1 KiB | 100 | 79,639.2 | 47,552.7 | 4,299.7 | 7,873.6 | 2,861.1 | 803.0 | 8,709.8 | 2,235.6 | 5,212.2 | +| 1 KiB | 150 | 65,810.8 | 47,792.6 | 4,173.6 | 7,865.8 | 2,913.2 | 804.8 | 8,952.5 | 2,283.9 | 6,401.5 | +| 10 KiB | 10 | 27,179.2 | 25,468.5 | 4,471.9 | 7,241.5 | 2,408.9 | 1,474.0 | 7,696.9 | 2,306.5 | 5,661.4 | +| 10 KiB | 50 | 67,979.6 | 42,466.8 | 4,247.3 | 7,691.5 | 2,740.1 | 854.6 | 8,324.5 | 2,194.6 | 6,507.4 | +| 10 KiB | 100 | 68,443.8 | 42,855.4 | 4,399.5 | 7,858.0 | 2,830.1 | 835.7 | 8,082.0 | 2,252.8 | 5,415.9 | +| 10 KiB | 150 | 73,514.9 | 42,838.8 | 4,155.9 | 7,786.1 | 2,902.5 | 769.5 | 8,349.7 | 2,271.3 | 5,661.0 | +| 64 KiB | 10 | 23,583.4 | 15,631.9 | 3,935.9 | 6,744.8 | 2,353.6 | 1,370.2 | 7,595.5 | 2,093.2 | 4,173.1 | +| 64 KiB | 50 | 52,735.2 | 17,867.5 | 3,852.7 | 7,537.9 | 2,708.4 | 730.4 | 8,035.7 | 1,978.8 | 4,537.0 | +| 64 KiB | 100 | 50,683.1 | 16,247.8 | 3,761.1 | 7,624.0 | 2,666.6 | 688.9 | 7,095.7 | 1,992.1 | 4,030.0 | +| 64 KiB | 150 | 44,177.7 | 15,639.4 | 3,609.9 | 7,533.7 | 2,601.2 | 675.0 | 6,965.7 | 2,044.0 | 3,959.6 | +| 128 KiB | 10 | 19,350.1 | 9,611.1 | 3,378.7 | 6,431.8 | 2,424.7 | 1,144.8 | 6,152.7 | 1,785.1 | 2,969.8 | +| 128 KiB | 50 | 31,313.6 | 8,059.0 | 3,166.7 | 7,357.3 | 2,582.3 | 592.4 | 5,861.5 | 1,721.6 | 3,377.6 | +| 128 KiB | 100 | 30,307.8 | 8,120.7 | 3,281.2 | 7,352.5 | 2,570.3 | 597.7 | 6,138.4 | 1,684.1 | 3,060.9 | +| 128 KiB | 150 | 29,066.0 | 7,233.8 | 3,184.3 | 7,299.1 | 2,581.9 | 572.3 | 6,141.5 | 1,659.5 | 2,912.7 | +| 1 MiB | 10 | 5,228.2 | 1,153.0 | 1,001.5 | 3,289.7 | 1,424.8 | 518.9 | 1,474.9 | 669.2 | 654.9 | +| 1 MiB | 50 | 4,271.0 | 1,116.5 | 1,008.3 | 3,269.3 | 1,578.8 | 265.6 | 1,377.7 | 700.3 | 676.5 | +| 1 MiB | 100 | 3,847.7 | 1,022.4 | 926.5 | 3,140.2 | 1,560.8 | 218.4 | 1,421.0 | 700.2 | 652.9 | +| 1 MiB | 150 | 3,743.9 | 1,000.4 | 944.7 | 3,024.0 | 1,516.3 | 201.8 | 1,290.1 | 693.4 | 633.2 | +| 2 MiB | 10 | 2,327.6 | 565.9 | 559.6 | 2,008.9 | 911.0 | 302.5 | 725.2 | 398.5 | 342.6 | +| 2 MiB | 50 | 2,028.5 | 593.1 | 571.5 | 1,884.1 | 1,029.9 | 193.2 | 782.1 | 413.1 | 352.3 | +| 2 MiB | 100 | 1,805.2 | 572.0 | 558.5 | 1,739.6 | 1,004.1 | 140.0 | 699.4 | 410.9 | 319.0 | +| 2 MiB | 150 | 1,726.1 | 555.3 | 562.4 | 1,727.4 | 956.6 | 130.9 | 729.9 | 414.2 | 327.9 | +| 4 MiB | 10 | 870.9 | 329.2 | 317.5 | 953.1 | 561.2 | 166.6 | 376.4 | 210.2 | 176.9 | +| 4 MiB | 50 | 972.6 | 317.1 | 325.4 | 946.4 | 620.3 | 135.2 | 362.2 | 220.8 | 167.7 | +| 4 MiB | 100 | 921.8 | 304.9 | 300.5 | 890.8 | 585.6 | 83.1 | 339.7 | 216.0 | 175.3 | +| 4 MiB | 150 | 880.6 | 295.8 | 301.7 | 841.7 | 563.1 | 78.5 | 348.4 | 222.9 | 171.9 | + +#### HTTP/1.1 — Stream upload + +Unit: **requests/s (RPS, requests per second)**. Higher is better. + +| Upload / echo payload | Concurrency | wreq (default) | wreq (1 thread) | pyreqwest (ST) | pyreqwest (MT) | ry (default) | httpx | aiohttp | niquests | curl_cffi | +| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | +| 1 KiB | 10 | 15,530.0 | 14,545.1 | 2,565.1 | 2,908.3 | 1,407.0 | 1,332.4 | 7,333.1 | 2,171.7 | 3,557.9 | +| 1 KiB | 50 | 25,755.8 | 23,848.0 | 2,520.2 | 3,456.0 | 1,634.0 | 737.2 | 7,727.0 | 2,153.2 | 4,358.2 | +| 1 KiB | 100 | 25,030.7 | 20,414.8 | 2,530.7 | 3,466.0 | 1,633.9 | 678.6 | 8,053.8 | 2,156.2 | 4,445.1 | +| 1 KiB | 150 | 24,585.3 | 15,734.1 | 2,539.1 | 3,564.5 | 1,674.4 | 683.2 | 8,204.7 | 2,245.2 | 4,399.0 | +| 10 KiB | 10 | 15,666.4 | 13,782.5 | 2,602.0 | 2,894.9 | 1,414.8 | 1,292.2 | 6,782.5 | 2,099.4 | 3,475.8 | +| 10 KiB | 50 | 24,526.0 | 19,230.8 | 2,521.0 | 3,324.4 | 1,665.5 | 730.1 | 7,221.3 | 2,117.2 | 4,049.2 | +| 10 KiB | 100 | 25,374.3 | 17,478.8 | 2,522.5 | 3,378.8 | 1,656.1 | 671.1 | 7,303.3 | 2,032.4 | 4,225.5 | +| 10 KiB | 150 | 24,581.0 | 15,023.8 | 2,616.3 | 3,563.7 | 1,669.2 | 680.5 | 7,444.4 | 1,907.4 | 4,124.5 | +| 64 KiB | 10 | 12,057.4 | 7,317.0 | 1,418.9 | 1,514.8 | 891.0 | 1,175.9 | 5,071.3 | 1,753.3 | 2,457.5 | +| 64 KiB | 50 | 20,470.9 | 6,631.3 | 1,390.3 | 1,755.4 | 1,018.5 | 540.5 | 5,538.9 | 1,727.3 | 2,712.3 | +| 64 KiB | 100 | 18,747.8 | 6,037.1 | 1,413.9 | 1,833.9 | 1,052.6 | 449.5 | 5,300.3 | 1,600.9 | 2,667.9 | +| 64 KiB | 150 | 18,688.8 | 5,565.1 | 1,371.9 | 1,856.3 | 1,041.1 | 450.3 | 5,065.0 | 1,692.9 | 2,501.2 | +| 128 KiB | 10 | 11,772.2 | 4,870.5 | 1,387.5 | 1,475.8 | 891.6 | 1,059.7 | 4,722.4 | 1,465.3 | 2,086.6 | +| 128 KiB | 50 | 19,053.3 | 4,498.7 | 1,356.2 | 1,731.8 | 1,030.1 | 455.1 | 4,571.2 | 1,396.1 | 2,276.0 | +| 128 KiB | 100 | 17,055.4 | 4,178.7 | 1,315.4 | 1,817.7 | 1,005.8 | 410.2 | 4,368.8 | 1,404.6 | 2,118.7 | +| 128 KiB | 150 | 16,134.6 | 3,808.2 | 1,286.6 | 1,823.1 | 1,023.8 | 401.9 | 4,273.4 | 1,351.8 | 2,060.1 | +| 1 MiB | 10 | 3,886.5 | 676.8 | 391.4 | 475.5 | 325.2 | 353.6 | 990.4 | 519.7 | 425.5 | +| 1 MiB | 50 | 4,136.9 | 618.7 | 382.3 | 558.6 | 379.1 | 235.0 | 953.3 | 534.2 | 441.6 | +| 1 MiB | 100 | 3,622.9 | 599.8 | 386.8 | 571.1 | 374.7 | 166.7 | 1,049.6 | 533.4 | 442.6 | +| 1 MiB | 150 | 3,478.9 | 570.5 | 385.2 | 586.5 | 378.6 | 142.7 | 1,084.3 | 529.5 | 412.5 | +| 2 MiB | 10 | 2,220.7 | 394.6 | 288.1 | 439.6 | 288.8 | 249.1 | 699.9 | 370.6 | 248.5 | +| 2 MiB | 50 | 1,981.5 | 381.5 | 289.8 | 505.2 | 327.5 | 190.6 | 721.0 | 371.1 | 248.2 | +| 2 MiB | 100 | 1,813.0 | 359.4 | 282.0 | 512.7 | 332.9 | 118.2 | 729.7 | 366.5 | 224.8 | +| 2 MiB | 150 | 1,748.6 | 348.8 | 282.1 | 514.4 | 333.8 | 101.8 | 756.2 | 363.7 | 218.6 | +| 4 MiB | 10 | 924.9 | 235.2 | 186.9 | 374.4 | 244.9 | 153.3 | 394.8 | 204.6 | 133.4 | +| 4 MiB | 50 | 965.7 | 216.1 | 187.1 | 411.4 | 278.2 | 133.2 | 409.5 | 204.3 | 129.7 | +| 4 MiB | 100 | 905.8 | 209.7 | 180.6 | 420.0 | 277.4 | 82.6 | 392.4 | 204.1 | 129.3 | +| 4 MiB | 150 | 847.7 | 198.2 | 175.4 | 401.1 | 272.3 | 72.5 | 400.2 | 199.8 | 119.5 | + +#### HTTP/2 — Full upload + +Unit: **requests/s (RPS, requests per second)**. Higher is better. + +| Upload / echo payload | Concurrency | wreq (default) | wreq (1 thread) | pyreqwest (ST) | pyreqwest (MT) | ry (default) | httpx | aiohttp | niquests | curl_cffi | +| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | +| 1 KiB | 10 | 12,661.5 | 18,776.2 | 4,323.6 | 6,783.7 | 2,469.7 | 1,528.7 | N/A | 2,013.2 | 6,231.0 | +| 1 KiB | 50 | 27,491.8 | 25,187.6 | 4,184.9 | 7,455.3 | 2,815.6 | 1,605.0 | N/A | 2,058.1 | 7,374.5 | +| 1 KiB | 100 | 28,940.2 | 28,414.8 | 4,133.7 | 7,600.3 | 2,852.2 | 1,659.2 | N/A | 2,049.8 | 8,127.2 | +| 1 KiB | 150 | 29,655.3 | 29,349.2 | 4,181.2 | 7,525.2 | 2,918.0 | 1,660.5 | N/A | 2,067.4 | 7,647.5 | +| 10 KiB | 10 | 12,260.2 | 17,820.0 | 4,264.7 | 6,598.3 | 2,494.9 | 1,521.2 | N/A | 1,990.6 | 5,859.7 | +| 10 KiB | 50 | 23,793.5 | 22,636.9 | 4,140.6 | 7,481.4 | 2,804.5 | 1,553.5 | N/A | 1,990.6 | 7,216.7 | +| 10 KiB | 100 | 28,542.0 | 24,811.7 | 4,111.5 | 7,510.4 | 2,875.7 | 1,610.9 | N/A | 1,975.3 | 8,489.2 | +| 10 KiB | 150 | 27,608.7 | 24,526.4 | 4,049.5 | 7,665.3 | 2,930.3 | 1,629.4 | N/A | 1,857.0 | 7,597.6 | +| 64 KiB | 10 | 6,226.2 | 10,094.9 | 2,544.8 | 3,841.3 | 1,395.8 | 818.5 | N/A | 1,237.4 | 3,611.5 | +| 64 KiB | 50 | 7,691.4 | 11,957.6 | 2,593.8 | 4,309.6 | 1,555.3 | 844.8 | N/A | 1,313.7 | 4,562.8 | +| 64 KiB | 100 | 7,928.2 | 12,272.9 | 2,550.6 | 4,406.3 | 1,619.5 | 900.0 | N/A | 1,282.9 | 4,567.6 | +| 64 KiB | 150 | 8,130.3 | 11,995.2 | 2,560.0 | 4,439.1 | 1,538.9 | 884.9 | N/A | 1,337.6 | 4,839.1 | +| 128 KiB | 10 | 3,867.9 | 6,027.0 | 1,643.1 | 2,325.8 | 872.5 | 534.0 | N/A | 894.0 | 2,132.5 | +| 128 KiB | 50 | 4,095.4 | 6,967.2 | 1,692.8 | 2,486.0 | 989.0 | 559.4 | N/A | 875.8 | 3,025.3 | +| 128 KiB | 100 | 4,223.6 | 6,263.0 | 1,625.8 | 2,423.7 | 953.4 | 572.4 | N/A | 885.7 | 3,186.1 | +| 128 KiB | 150 | 4,195.5 | 6,450.0 | 1,435.3 | 2,071.0 | 928.9 | 583.0 | N/A | 879.0 | 3,202.6 | +| 1 MiB | 10 | 680.5 | 847.6 | 264.2 | 348.1 | 137.4 | 97.4 | N/A | 177.8 | 547.9 | +| 1 MiB | 50 | 631.9 | 838.2 | 261.8 | 325.4 | 149.5 | 93.1 | N/A | 182.4 | 607.6 | +| 1 MiB | 100 | 607.5 | 834.4 | 271.3 | 314.6 | 151.0 | 89.7 | N/A | 178.7 | 608.1 | +| 1 MiB | 150 | 612.9 | 836.0 | 266.1 | 305.0 | 151.1 | 89.0 | N/A | 180.5 | 585.7 | +| 2 MiB | 10 | 341.4 | 416.1 | 132.2 | 169.4 | 65.0 | 46.4 | N/A | 97.5 | 281.4 | +| 2 MiB | 50 | 333.1 | 414.6 | 139.8 | 166.2 | 77.8 | 40.9 | N/A | 97.3 | 313.2 | +| 2 MiB | 100 | 344.9 | 416.9 | 137.8 | 161.1 | 77.8 | 38.2 | N/A | 97.1 | 305.3 | +| 2 MiB | 150 | 336.4 | 415.8 | 139.4 | 155.8 | 78.2 | 38.5 | N/A | 102.2 | 303.1 | +| 4 MiB | 10 | 163.9 | 208.4 | 67.5 | 86.2 | 33.8 | 18.9 | N/A | 48.4 | 151.4 | +| 4 MiB | 50 | 179.1 | 205.8 | 70.4 | 85.9 | 39.4 | 15.7 | N/A | 48.8 | 155.5 | +| 4 MiB | 100 | 166.2 | 216.4 | 70.6 | 81.7 | 39.8 | 15.3 | N/A | 50.8 | 156.1 | +| 4 MiB | 150 | 163.5 | 205.8 | 72.8 | 78.9 | 39.7 | 15.1 | N/A | 51.2 | 149.4 | + +#### HTTP/2 — Stream upload + +Unit: **requests/s (RPS, requests per second)**. Higher is better. + +| Upload / echo payload | Concurrency | wreq (default) | wreq (1 thread) | pyreqwest (ST) | pyreqwest (MT) | ry (default) | httpx | aiohttp | niquests | curl_cffi | +| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | +| 1 KiB | 10 | 10,261.1 | 10,555.2 | 2,472.6 | 3,000.7 | 1,430.4 | 1,589.8 | N/A | 2,012.2 | 4,326.9 | +| 1 KiB | 50 | 20,938.2 | 17,992.8 | 2,491.9 | 3,399.7 | 1,670.0 | 1,608.8 | N/A | 2,018.3 | 5,766.6 | +| 1 KiB | 100 | 23,978.1 | 16,505.0 | 2,561.1 | 3,564.1 | 1,725.7 | 1,627.8 | N/A | 1,876.6 | 5,624.6 | +| 1 KiB | 150 | 20,564.3 | 14,445.7 | 2,515.9 | 3,554.3 | 1,696.4 | 1,667.7 | N/A | 1,908.3 | 5,778.7 | +| 10 KiB | 10 | 9,972.9 | 10,567.3 | 2,463.9 | 2,978.7 | 1,479.1 | 1,513.2 | N/A | 1,858.2 | 4,163.2 | +| 10 KiB | 50 | 20,809.9 | 15,282.4 | 2,527.4 | 3,428.6 | 1,644.4 | 1,602.6 | N/A | 1,936.1 | 5,825.9 | +| 10 KiB | 100 | 20,842.4 | 14,623.1 | 2,472.5 | 3,490.4 | 1,697.4 | 1,595.7 | N/A | 1,957.3 | 5,507.7 | +| 10 KiB | 150 | 20,214.6 | 13,700.0 | 2,521.4 | 3,552.0 | 1,689.1 | 1,609.6 | N/A | 1,847.2 | 5,670.1 | +| 64 KiB | 10 | 5,204.6 | 5,920.3 | 1,167.5 | 1,353.7 | 720.2 | 821.0 | N/A | 1,313.7 | 2,175.7 | +| 64 KiB | 50 | 7,055.7 | 6,754.2 | 1,223.3 | 1,550.8 | 824.8 | 853.7 | N/A | 1,277.8 | 2,739.1 | +| 64 KiB | 100 | 6,748.0 | 6,986.5 | 1,284.3 | 1,594.4 | 833.8 | 889.9 | N/A | 1,177.9 | 2,690.9 | +| 64 KiB | 150 | 6,592.5 | 6,946.3 | 1,260.6 | 1,635.4 | 813.8 | 874.2 | N/A | 1,200.7 | 2,729.2 | +| 128 KiB | 10 | 3,498.4 | 4,139.1 | 917.7 | 1,076.8 | 540.9 | 521.7 | N/A | 864.4 | 1,554.8 | +| 128 KiB | 50 | 3,982.1 | 6,062.3 | 973.2 | 1,213.0 | 627.9 | 562.0 | N/A | 878.0 | 2,186.1 | +| 128 KiB | 100 | 3,716.3 | 6,106.7 | 952.2 | 1,248.3 | 615.5 | 580.1 | N/A | 881.9 | 2,431.0 | +| 128 KiB | 150 | 3,995.8 | 5,982.5 | 933.3 | 1,257.9 | 611.5 | 588.5 | N/A | 882.8 | 2,230.9 | +| 1 MiB | 10 | 571.1 | 828.1 | 187.4 | 223.4 | 104.4 | 109.3 | N/A | 175.8 | 460.2 | +| 1 MiB | 50 | 544.6 | 845.1 | 181.7 | 229.8 | 117.4 | 105.9 | N/A | 176.8 | 529.7 | +| 1 MiB | 100 | 553.3 | 823.9 | 186.6 | 227.1 | 118.5 | 107.5 | N/A | 174.6 | 503.0 | +| 1 MiB | 150 | 550.3 | 843.8 | 186.1 | 222.6 | 119.6 | 107.9 | N/A | 175.4 | 464.1 | +| 2 MiB | 10 | 288.9 | 417.9 | 108.1 | 136.4 | 55.8 | 57.2 | N/A | 94.5 | 251.3 | +| 2 MiB | 50 | 292.9 | 416.0 | 114.4 | 138.3 | 68.3 | 56.9 | N/A | 93.9 | 260.7 | +| 2 MiB | 100 | 294.0 | 421.8 | 112.1 | 135.4 | 68.0 | 52.5 | N/A | 94.7 | 253.7 | +| 2 MiB | 150 | 283.5 | 415.3 | 112.4 | 132.2 | 69.3 | 52.9 | N/A | 96.2 | 236.9 | +| 4 MiB | 10 | 160.9 | 211.7 | 59.6 | 75.8 | 31.1 | 28.5 | N/A | 47.1 | 135.2 | +| 4 MiB | 50 | 154.5 | 211.9 | 61.9 | 76.6 | 36.2 | 28.4 | N/A | 47.4 | 132.4 | +| 4 MiB | 100 | 145.8 | 206.9 | 62.5 | 73.7 | 37.1 | 26.4 | N/A | 49.4 | 126.6 | +| 4 MiB | 150 | 157.5 | 204.7 | 63.5 | 71.3 | 37.6 | 26.2 | N/A | 48.9 | 114.3 | + +### Blocking clients + +N/A means that this client API does not support that protocol or upload mode; it is not a failed or zero-throughput result. + +#### HTTP/1.1 — Full upload + +Unit: **requests/s (RPS, requests per second)**. Higher is better. + +| Upload / echo payload | Concurrency | wreq (blocking) | ry (blocking) | requests | httpx (blocking) | niquests (blocking) | curl_cffi (blocking) | PycURL | +| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | +| 1 KiB | 10 | 3,653.0 | 8,877.0 | 1,462.9 | 1,797.5 | 1,551.5 | 558.3 | 13,334.5 | +| 1 KiB | 50 | 3,607.4 | 7,944.8 | 1,370.4 | 1,776.8 | 1,415.8 | 549.9 | 11,256.5 | +| 1 KiB | 100 | 3,417.9 | 7,273.6 | 1,370.3 | 1,684.8 | 1,410.8 | 555.3 | 10,260.8 | +| 1 KiB | 150 | 3,240.9 | 6,744.8 | 1,287.9 | 1,629.8 | 1,409.5 | 549.0 | 9,279.5 | +| 10 KiB | 10 | 3,684.4 | 8,894.4 | 1,437.4 | 1,823.1 | 1,523.4 | 551.8 | 12,703.3 | +| 10 KiB | 50 | 3,594.4 | 7,878.4 | 1,423.4 | 1,745.0 | 1,497.7 | 557.7 | 11,250.2 | +| 10 KiB | 100 | 3,457.7 | 7,435.7 | 1,348.6 | 1,696.6 | 1,446.7 | 544.4 | 10,339.2 | +| 10 KiB | 150 | 3,285.6 | 6,772.3 | 1,312.0 | 1,674.2 | 1,328.8 | 549.9 | 9,134.3 | +| 64 KiB | 10 | 3,398.1 | 8,740.1 | 1,001.9 | 1,095.5 | 1,056.3 | 499.0 | 4,557.9 | +| 64 KiB | 50 | 3,331.5 | 7,625.1 | 966.8 | 1,123.7 | 1,023.0 | 506.9 | 4,259.8 | +| 64 KiB | 100 | 3,184.4 | 7,204.7 | 937.2 | 1,079.4 | 958.5 | 499.2 | 4,083.2 | +| 64 KiB | 150 | 3,047.9 | 6,704.2 | 949.9 | 1,075.9 | 970.9 | 501.0 | 3,918.1 | +| 128 KiB | 10 | 3,364.4 | 8,676.1 | 791.2 | 841.4 | 814.8 | 474.1 | 2,765.6 | +| 128 KiB | 50 | 3,311.1 | 7,440.9 | 770.2 | 838.2 | 769.3 | 474.0 | 2,644.1 | +| 128 KiB | 100 | 3,136.6 | 6,995.9 | 752.8 | 818.4 | 763.7 | 467.9 | 2,544.6 | +| 128 KiB | 150 | 3,002.7 | 6,377.3 | 746.6 | 779.9 | 753.9 | 460.8 | 2,475.5 | +| 1 MiB | 10 | 1,520.8 | 4,704.2 | 194.2 | 175.9 | 192.3 | 231.0 | 413.9 | +| 1 MiB | 50 | 1,514.3 | 3,921.4 | 187.4 | 177.9 | 188.1 | 232.1 | 413.6 | +| 1 MiB | 100 | 1,428.9 | 3,524.4 | 187.2 | 176.3 | 186.8 | 228.1 | 417.5 | +| 1 MiB | 150 | 1,406.6 | 3,381.7 | 184.8 | 180.7 | 187.2 | 240.1 | 410.0 | +| 2 MiB | 10 | 934.6 | 2,039.8 | 103.4 | 93.5 | 101.7 | 146.0 | 211.9 | +| 2 MiB | 50 | 946.8 | 1,912.5 | 101.2 | 94.7 | 100.8 | 146.9 | 211.7 | +| 2 MiB | 100 | 876.4 | 1,798.3 | 103.0 | 93.1 | 101.7 | 145.3 | 212.8 | +| 2 MiB | 150 | 865.0 | 1,720.3 | 102.1 | 96.8 | 100.7 | 152.9 | 213.4 | +| 4 MiB | 10 | 564.0 | 1,023.4 | 53.6 | 48.3 | 53.3 | 85.1 | 108.4 | +| 4 MiB | 50 | 531.8 | 929.7 | 53.4 | 49.0 | 52.1 | 84.5 | 110.9 | +| 4 MiB | 100 | 485.2 | 891.4 | 54.1 | 48.2 | 53.4 | 82.3 | 111.7 | +| 4 MiB | 150 | 496.8 | 850.3 | 54.3 | 49.6 | 52.6 | 87.7 | 108.8 | + +#### HTTP/1.1 — Stream upload + +Unit: **requests/s (RPS, requests per second)**. Higher is better. + +| Upload / echo payload | Concurrency | wreq (blocking) | ry (blocking) | requests | httpx (blocking) | niquests (blocking) | curl_cffi (blocking) | PycURL | +| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | +| 1 KiB | 10 | 555.8 | 5,294.7 | 1,285.1 | 1,511.7 | 1,406.8 | 521.3 | 6,780.5 | +| 1 KiB | 50 | 558.3 | 4,899.1 | 1,282.0 | 1,445.5 | 1,340.4 | 526.9 | 6,376.6 | +| 1 KiB | 100 | 547.0 | 4,701.3 | 1,238.8 | 1,385.2 | 1,286.7 | 509.7 | 6,026.1 | +| 1 KiB | 150 | 543.4 | 4,499.7 | 1,211.4 | 1,417.5 | 1,252.6 | 520.0 | 5,684.3 | +| 10 KiB | 10 | 559.3 | 5,380.4 | 1,332.8 | 1,508.3 | 1,386.7 | 521.7 | 6,834.2 | +| 10 KiB | 50 | 565.0 | 5,003.9 | 1,274.3 | 1,486.9 | 1,330.7 | 522.0 | 6,251.9 | +| 10 KiB | 100 | 551.0 | 4,794.5 | 1,242.9 | 1,430.8 | 1,290.8 | 519.6 | 5,886.2 | +| 10 KiB | 150 | 537.6 | 4,576.9 | 1,223.0 | 1,372.8 | 1,199.2 | 507.6 | 5,618.5 | +| 64 KiB | 10 | 516.3 | 3,411.8 | 780.1 | 775.0 | 779.4 | 456.8 | 2,500.8 | +| 64 KiB | 50 | 514.4 | 3,310.9 | 774.0 | 766.9 | 770.6 | 459.5 | 2,479.6 | +| 64 KiB | 100 | 517.9 | 3,138.6 | 742.8 | 734.8 | 745.8 | 455.0 | 2,309.3 | +| 64 KiB | 150 | 507.6 | 2,997.2 | 728.8 | 735.0 | 738.5 | 453.6 | 2,294.5 | +| 128 KiB | 10 | 520.3 | 3,379.3 | 641.9 | 613.7 | 660.7 | 425.2 | 1,813.9 | +| 128 KiB | 50 | 519.8 | 3,266.3 | 617.9 | 608.4 | 627.4 | 425.1 | 1,837.4 | +| 128 KiB | 100 | 508.1 | 3,057.3 | 616.5 | 603.9 | 617.9 | 425.0 | 1,744.4 | +| 128 KiB | 150 | 499.4 | 2,970.8 | 612.4 | 593.9 | 609.5 | 424.9 | 1,698.1 | +| 1 MiB | 10 | 358.4 | 1,207.0 | 154.8 | 138.6 | 153.9 | 177.6 | 276.2 | +| 1 MiB | 50 | 361.3 | 1,175.1 | 153.6 | 137.2 | 149.9 | 177.6 | 278.0 | +| 1 MiB | 100 | 358.9 | 1,172.1 | 155.0 | 134.8 | 152.6 | 175.0 | 275.9 | +| 1 MiB | 150 | 359.4 | 1,112.5 | 155.2 | 139.6 | 151.6 | 181.6 | 278.5 | +| 2 MiB | 10 | 317.3 | 1,091.8 | 91.9 | 79.0 | 89.1 | 114.6 | 153.0 | +| 2 MiB | 50 | 319.0 | 996.7 | 91.0 | 82.5 | 89.3 | 112.6 | 153.3 | +| 2 MiB | 100 | 315.7 | 962.1 | 92.8 | 80.3 | 89.9 | 109.1 | 153.3 | +| 2 MiB | 150 | 318.5 | 930.6 | 92.4 | 83.3 | 90.6 | 117.6 | 156.5 | +| 4 MiB | 10 | 258.8 | 974.9 | 50.3 | 44.6 | 49.7 | 66.8 | 79.9 | +| 4 MiB | 50 | 255.0 | 733.5 | 48.9 | 45.5 | 49.2 | 64.3 | 82.4 | +| 4 MiB | 100 | 251.6 | 724.9 | 50.9 | 44.6 | 50.3 | 64.6 | 81.5 | +| 4 MiB | 150 | 254.8 | 694.8 | 50.6 | 46.0 | 49.5 | 67.3 | 82.2 | + +#### HTTP/2 — Full upload + +Unit: **requests/s (RPS, requests per second)**. Higher is better. + +| Upload / echo payload | Concurrency | wreq (blocking) | ry (blocking) | requests | httpx (blocking) | niquests (blocking) | curl_cffi (blocking) | PycURL | +| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | +| 1 KiB | 10 | 3,807.3 | 8,790.8 | N/A | 1,566.3 | 1,324.2 | 556.7 | 13,001.8 | +| 1 KiB | 50 | 3,635.9 | 7,934.8 | N/A | 1,522.0 | 1,205.3 | 560.3 | 11,429.2 | +| 1 KiB | 100 | 3,468.0 | 7,265.4 | N/A | 1,472.5 | 1,272.7 | 558.9 | 10,318.5 | +| 1 KiB | 150 | 3,319.1 | 6,755.5 | N/A | 1,390.6 | 1,230.3 | 550.4 | 9,366.8 | +| 10 KiB | 10 | 3,732.1 | 8,878.1 | N/A | 1,498.6 | 1,320.7 | 559.1 | 12,871.6 | +| 10 KiB | 50 | 3,566.4 | 7,878.2 | N/A | 1,492.6 | 1,283.4 | 560.3 | 11,201.6 | +| 10 KiB | 100 | 3,453.0 | 7,210.1 | N/A | 1,455.1 | 1,240.9 | 555.4 | 10,310.4 | +| 10 KiB | 150 | 3,315.4 | 6,845.7 | N/A | 1,415.1 | 1,214.4 | 551.2 | 9,221.6 | +| 64 KiB | 10 | 3,605.6 | 4,591.7 | N/A | 621.0 | 689.3 | 485.8 | 3,010.7 | +| 64 KiB | 50 | 3,574.6 | 4,333.1 | N/A | 606.3 | 656.4 | 490.9 | 3,060.5 | +| 64 KiB | 100 | 3,460.2 | 4,074.9 | N/A | 599.4 | 656.7 | 486.0 | 2,897.8 | +| 64 KiB | 150 | 3,215.5 | 3,888.3 | N/A | 601.0 | 656.9 | 487.3 | 2,792.4 | +| 128 KiB | 10 | 3,543.1 | 2,792.9 | N/A | 361.7 | 436.1 | 425.0 | 1,605.4 | +| 128 KiB | 50 | 3,475.0 | 2,682.6 | N/A | 361.7 | 429.0 | 428.5 | 1,641.1 | +| 128 KiB | 100 | 3,345.8 | 2,529.4 | N/A | 353.6 | 421.6 | 423.8 | 1,617.5 | +| 128 KiB | 150 | 3,191.9 | 2,473.4 | N/A | 361.1 | 425.5 | 425.5 | 1,564.1 | +| 1 MiB | 10 | 1,760.4 | 424.4 | N/A | 51.2 | 71.9 | 152.2 | 212.3 | +| 1 MiB | 50 | 1,759.9 | 427.3 | N/A | 50.0 | 71.3 | 153.7 | 220.0 | +| 1 MiB | 100 | 1,676.7 | 420.1 | N/A | 49.1 | 71.5 | 153.0 | 220.8 | +| 1 MiB | 150 | 1,648.5 | 420.4 | N/A | 51.5 | 73.3 | 156.4 | 221.2 | +| 2 MiB | 10 | 1,183.4 | 212.8 | N/A | 24.6 | 36.5 | 88.3 | 107.5 | +| 2 MiB | 50 | 1,151.7 | 222.0 | N/A | 23.4 | 36.6 | 88.6 | 112.3 | +| 2 MiB | 100 | 1,064.7 | 222.9 | N/A | 22.9 | 36.8 | 88.0 | 112.3 | +| 2 MiB | 150 | 1,066.7 | 222.7 | N/A | 23.8 | 37.6 | 90.4 | 111.6 | +| 4 MiB | 10 | 684.8 | 104.9 | N/A | 11.1 | 18.6 | 47.9 | 53.2 | +| 4 MiB | 50 | 656.0 | 108.2 | N/A | 10.1 | 18.6 | 47.9 | 56.2 | +| 4 MiB | 100 | 638.8 | 108.1 | N/A | 10.0 | 18.5 | 47.8 | 56.6 | +| 4 MiB | 150 | 615.0 | 108.9 | N/A | 10.3 | 19.0 | 49.0 | 56.6 | + +#### HTTP/2 — Stream upload + +Unit: **requests/s (RPS, requests per second)**. Higher is better. + +| Upload / echo payload | Concurrency | wreq (blocking) | ry (blocking) | requests | httpx (blocking) | niquests (blocking) | curl_cffi (blocking) | PycURL | +| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | +| 1 KiB | 10 | 563.0 | 5,377.3 | N/A | 1,564.2 | 1,323.6 | 526.7 | 6,782.0 | +| 1 KiB | 50 | 562.7 | 5,045.6 | N/A | 1,511.9 | 1,283.3 | 528.1 | 6,382.2 | +| 1 KiB | 100 | 554.2 | 4,834.2 | N/A | 1,424.0 | 1,242.2 | 525.6 | 6,028.9 | +| 1 KiB | 150 | 547.3 | 4,534.4 | N/A | 1,423.4 | 1,220.1 | 524.1 | 5,699.4 | +| 10 KiB | 10 | 564.2 | 5,323.7 | N/A | 1,549.5 | 1,318.8 | 526.9 | 6,710.9 | +| 10 KiB | 50 | 561.7 | 5,011.8 | N/A | 1,495.0 | 1,271.6 | 530.6 | 6,388.9 | +| 10 KiB | 100 | 554.8 | 4,674.8 | N/A | 1,430.8 | 1,181.3 | 526.3 | 6,058.4 | +| 10 KiB | 150 | 549.1 | 4,578.1 | N/A | 1,394.5 | 1,216.3 | 524.9 | 5,656.5 | +| 64 KiB | 10 | 526.8 | 2,522.5 | N/A | 623.0 | 685.7 | 440.3 | 1,952.5 | +| 64 KiB | 50 | 530.3 | 2,462.8 | N/A | 608.9 | 658.8 | 442.3 | 1,985.1 | +| 64 KiB | 100 | 522.4 | 2,382.6 | N/A | 596.5 | 656.9 | 442.7 | 1,905.4 | +| 64 KiB | 150 | 517.6 | 2,313.2 | N/A | 598.0 | 657.6 | 440.3 | 1,870.8 | +| 128 KiB | 10 | 523.3 | 1,872.1 | N/A | 365.5 | 437.0 | 389.0 | 1,251.1 | +| 128 KiB | 50 | 528.1 | 1,823.1 | N/A | 363.5 | 426.0 | 389.1 | 1,264.7 | +| 128 KiB | 100 | 517.6 | 1,751.9 | N/A | 358.5 | 420.1 | 388.4 | 1,237.5 | +| 128 KiB | 150 | 514.3 | 1,727.6 | N/A | 362.4 | 423.6 | 390.0 | 1,223.3 | +| 1 MiB | 10 | 375.9 | 339.2 | N/A | 53.1 | 71.5 | 137.7 | 187.0 | +| 1 MiB | 50 | 378.9 | 338.7 | N/A | 53.5 | 71.2 | 138.0 | 193.4 | +| 1 MiB | 100 | 373.3 | 336.3 | N/A | 52.7 | 71.5 | 136.2 | 191.9 | +| 1 MiB | 150 | 375.3 | 333.2 | N/A | 55.1 | 72.7 | 139.5 | 194.1 | +| 2 MiB | 10 | 337.9 | 188.2 | N/A | 26.9 | 36.5 | 78.6 | 93.6 | +| 2 MiB | 50 | 338.8 | 192.3 | N/A | 27.0 | 36.5 | 79.0 | 97.6 | +| 2 MiB | 100 | 335.7 | 191.3 | N/A | 26.6 | 36.6 | 77.9 | 97.6 | +| 2 MiB | 150 | 339.0 | 191.2 | N/A | 27.7 | 37.5 | 80.1 | 98.7 | +| 4 MiB | 10 | 279.4 | 99.2 | N/A | 13.4 | 18.5 | 42.5 | 47.2 | +| 4 MiB | 50 | 279.5 | 100.6 | N/A | 13.4 | 18.5 | 42.3 | 49.1 | +| 4 MiB | 100 | 275.8 | 100.3 | N/A | 13.2 | 18.5 | 41.8 | 49.1 | +| 4 MiB | 150 | 282.6 | 101.8 | N/A | 13.8 | 18.9 | 42.9 | 49.5 | diff --git a/bench/data/20261003T190307Z-91f1956f13ec-full-provenance.json b/bench/data/20261003T190307Z-91f1956f13ec-full-provenance.json new file mode 100644 index 00000000..ab2f3f7d --- /dev/null +++ b/bench/data/20261003T190307Z-91f1956f13ec-full-provenance.json @@ -0,0 +1,442 @@ +{ + "provenance_version": 1, + "artifact_kind": "build_and_run_provenance_not_benchmark_results", + "result": { + "file": "20261003T190307Z-91f1956f13ec-full.json", + "sha256": "ae2caf06e0d1b634d506f9e00839738f68c383381065bff2a9d408f2fff63225" + }, + "capture": { + "captured_at": "2026-10-03T18:57:42.927258+00:00", + "source": { + "root": "/home/gngpp/.cache/wreq-python/bench-16/source-91f1956", + "commit": 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10240 B c= 10 round=1/3 6805.3 req/s +h1 stream ry 4194304 B c=150 round=1/3 289.9 req/s +h1 stream pyreqwest_st 131072 B c=100 round=1/3 1381.7 req/s +h1 full httpx 1024 B c=100 round=1/3 834.7 req/s +h1 stream httpx 1048576 B c= 50 round=1/3 240.5 req/s +h1 stream requests 131072 B c=150 round=1/3 611.9 req/s +h1 full ry 2097152 B c= 10 round=1/3 939.1 req/s +h1 full pyreqwest_mt 65536 B c=100 round=1/3 7480.2 req/s +h1 full httpx_blocking 10240 B c= 50 round=1/3 1788.0 req/s +h1 full requests 10240 B c= 50 round=1/3 1361.2 req/s +h1 stream pyreqwest_st 65536 B c= 10 round=1/3 1388.0 req/s +h1 full pycurl 10240 B c= 50 round=1/3 11165.9 req/s +h1 stream aiohttp 1048576 B c=150 round=1/3 1087.9 req/s +h1 full pyreqwest_st 131072 B c=100 round=1/3 3278.9 req/s +h1 stream httpx_blocking 131072 B c=100 round=1/3 603.8 req/s +h1 stream wreq_st 65536 B c=100 round=1/3 5787.0 req/s +h1 stream httpx_blocking 4194304 B c= 50 round=1/3 46.1 req/s +h1 full niquests_blocking 131072 B c= 50 round=1/3 795.4 req/s +h1 stream requests 131072 B c=100 round=1/3 620.2 req/s +h1 full requests 2097152 B c= 10 round=1/3 104.2 req/s +h1 stream pyreqwest_mt 10240 B c=150 round=1/3 3615.3 req/s +h1 full wreq_blocking 4194304 B c= 10 round=1/3 564.5 req/s +h1 full curl_cffi_blocking 65536 B c=150 round=1/3 508.8 req/s +h1 stream wreq_st 2097152 B c= 10 round=1/3 389.8 req/s +h1 full aiohttp 65536 B c= 10 round=1/3 7927.0 req/s +h1 stream pyreqwest_st 10240 B c= 50 round=1/3 2426.3 req/s +h1 stream aiohttp 1024 B c= 10 round=1/3 7293.6 req/s +h1 full ry_blocking 4194304 B c=150 round=1/3 827.2 req/s +h1 full aiohttp 2097152 B c=100 round=1/3 703.3 req/s +h1 full wreq 1048576 B c=150 round=1/3 3885.1 req/s +h1 full niquests 1048576 B c= 50 round=1/3 714.9 req/s +h1 full wreq_st 1048576 B c=150 round=1/3 1052.9 req/s +h1 stream wreq 1048576 B c= 10 round=1/3 4134.9 req/s +h1 full niquests_blocking 2097152 B c= 10 round=1/3 104.9 req/s +h1 stream niquests_blocking 1024 B c= 10 round=1/3 1419.5 req/s +h1 stream pyreqwest_st 65536 B c=100 round=1/3 1471.9 req/s +h1 stream requests 10240 B c= 10 round=1/3 1351.6 req/s +h1 full httpx 1048576 B c= 10 round=1/3 544.5 req/s +h1 full ry 131072 B c= 10 round=1/3 2472.3 req/s +h1 stream pyreqwest_mt 2097152 B c= 50 round=1/3 510.1 req/s +h1 full niquests_blocking 131072 B c= 10 round=1/3 829.6 req/s +h1 full wreq_st 1024 B c=150 round=1/3 46872.2 req/s +h1 stream wreq 1024 B c=100 round=1/3 24806.1 req/s +h1 stream niquests_blocking 2097152 B c= 10 round=1/3 93.2 req/s +h1 full pyreqwest_st 1048576 B c= 50 round=1/3 1071.4 req/s +h1 full wreq 131072 B c= 50 round=1/3 34322.1 req/s +h1 stream ry 2097152 B c=100 round=1/3 351.9 req/s +h1 stream requests 10240 B c=150 round=1/3 1228.1 req/s +h1 full niquests 1048576 B c=100 round=1/3 693.4 req/s +h1 stream niquests 1048576 B c= 50 round=1/3 544.2 req/s +h1 full curl_cffi 65536 B c=100 round=1/3 4031.3 req/s +h1 stream niquests 131072 B c=150 round=1/3 1323.9 req/s +h1 stream pyreqwest_st 4194304 B c=100 round=1/3 183.0 req/s +h1 stream niquests 10240 B c=100 round=1/3 1835.9 req/s +h1 full httpx_blocking 65536 B c=150 round=1/3 1083.5 req/s +h1 stream curl_cffi 131072 B c= 50 round=1/3 2352.5 req/s +h1 stream curl_cffi_blocking 1024 B c=150 round=1/3 524.2 req/s +h1 stream pyreqwest_mt 1024 B c= 10 round=1/3 2957.9 req/s +h1 stream pycurl 65536 B c=150 round=1/3 2340.7 req/s +h1 stream wreq 131072 B c=150 round=1/3 18578.6 req/s +h1 stream wreq_blocking 131072 B c= 50 round=1/3 527.6 req/s +h1 stream pyreqwest_st 2097152 B c=150 round=1/3 284.4 req/s +h1 full curl_cffi_blocking 131072 B c= 10 round=1/3 477.7 req/s +h1 full requests 4194304 B c=150 round=1/3 54.0 req/s +h1 stream ry_blocking 1024 B c= 50 round=1/3 5057.6 req/s +h1 full ry_blocking 10240 B c=100 round=1/3 7421.5 req/s +h1 full httpx 2097152 B c=150 round=1/3 134.4 req/s +h1 stream pyreqwest_st 1024 B c= 10 round=1/3 2539.8 req/s +h1 stream aiohttp 1024 B c=150 round=1/3 8250.6 req/s +h1 full wreq 65536 B c=100 round=1/3 50436.1 req/s +h1 full curl_cffi_blocking 1024 B c=100 round=1/3 555.8 req/s +h1 stream ry 65536 B c=100 round=1/3 1092.1 req/s +h1 full httpx 1048576 B c= 50 round=1/3 278.1 req/s +h1 stream wreq_blocking 2097152 B c= 50 round=1/3 320.3 req/s +h1 stream niquests_blocking 65536 B c= 50 round=1/3 794.7 req/s +h1 stream wreq_blocking 10240 B c= 10 round=1/3 561.6 req/s +h1 stream curl_cffi_blocking 1048576 B c= 50 round=1/3 177.8 req/s +h1 full niquests_blocking 2097152 B c= 50 round=1/3 103.2 req/s +h1 stream wreq 131072 B c= 50 round=1/3 19206.3 req/s +h1 stream wreq_st 1048576 B c=150 round=1/3 573.9 req/s +h1 stream requests 1024 B c= 10 round=1/3 1335.0 req/s +h1 full httpx 1024 B c=150 round=1/3 817.1 req/s +h1 full pycurl 65536 B c= 10 round=1/3 4636.1 req/s +h1 full niquests 1048576 B c=150 round=1/3 679.6 req/s +h1 full pyreqwest_st 2097152 B c=150 round=1/3 572.6 req/s +h1 full requests 2097152 B c= 50 round=1/3 102.9 req/s +h1 stream aiohttp 4194304 B c= 10 round=1/3 375.8 req/s +h1 stream curl_cffi 1024 B c= 50 round=1/3 4537.7 req/s +h1 stream curl_cffi 4194304 B c= 50 round=1/3 131.8 req/s +h1 stream curl_cffi 10240 B c=150 round=1/3 4362.0 req/s +h1 full curl_cffi_blocking 131072 B c=100 round=1/3 472.4 req/s +h1 stream ry 4194304 B c=100 round=1/3 291.9 req/s +h1 stream ry_blocking 131072 B c= 10 round=1/3 3370.6 req/s +h1 stream httpx 4194304 B c= 10 round=1/3 157.2 req/s +h1 full pycurl 131072 B c=100 round=1/3 2557.9 req/s +h1 full curl_cffi_blocking 10240 B c= 50 round=1/3 562.5 req/s +h1 stream niquests_blocking 131072 B c= 10 round=1/3 664.6 req/s +h1 full ry_blocking 131072 B c= 10 round=1/3 8579.7 req/s +h1 stream wreq_st 10240 B c= 50 round=1/3 19852.6 req/s +h1 stream httpx 1024 B c= 10 round=1/3 1296.5 req/s +h1 stream niquests 1024 B c= 50 round=1/3 2158.4 req/s +h1 stream pycurl 2097152 B c=100 round=1/3 156.4 req/s +h1 full httpx 65536 B c=100 round=1/3 724.3 req/s +h1 stream wreq_st 131072 B c=150 round=1/3 3996.3 req/s +h1 full ry_blocking 1048576 B c= 10 round=1/3 5133.8 req/s +h1 full pyreqwest_st 4194304 B c= 50 round=1/3 328.2 req/s +h1 full pyreqwest_mt 1048576 B c= 50 round=1/3 3371.9 req/s +h1 full ry 2097152 B c= 50 round=1/3 1047.9 req/s +h1 full aiohttp 1048576 B c= 50 round=1/3 1432.9 req/s +h1 stream aiohttp 65536 B c=100 round=1/3 5399.4 req/s +h1 stream niquests 4194304 B c=100 round=1/3 202.8 req/s +h1 stream curl_cffi 1024 B c=150 round=1/3 4459.3 req/s +h1 stream aiohttp 1024 B c= 50 round=1/3 7680.2 req/s +h1 full requests 1024 B c=100 round=1/3 1388.7 req/s +h1 stream wreq 65536 B c=150 round=1/3 15944.7 req/s +h1 full pyreqwest_st 10240 B c=100 round=1/3 4205.0 req/s +h1 stream wreq_st 4194304 B c= 50 round=1/3 213.0 req/s +h1 stream aiohttp 131072 B c= 50 round=1/3 4747.0 req/s +h1 stream curl_cffi_blocking 1048576 B c= 10 round=1/3 179.6 req/s +h1 full aiohttp 10240 B c= 10 round=1/3 8048.3 req/s +h1 stream requests 1048576 B c=100 round=1/3 156.2 req/s +h1 stream wreq_st 2097152 B c=100 round=1/3 371.9 req/s +h1 stream niquests 10240 B c=150 round=1/3 2211.6 req/s +h1 stream ry 10240 B c=150 round=1/3 1762.2 req/s +h1 full pyreqwest_mt 65536 B c= 10 round=1/3 6738.1 req/s +h1 full pyreqwest_st 65536 B c=100 round=1/3 3749.2 req/s +h1 stream pyreqwest_mt 65536 B c=150 round=1/3 1864.4 req/s +h1 full httpx_blocking 10240 B c= 10 round=1/3 1829.7 req/s +h1 stream ry_blocking 65536 B c=100 round=1/3 3152.4 req/s +h1 stream pyreqwest_mt 131072 B c=150 round=1/3 1840.7 req/s +h1 stream requests 2097152 B c=150 round=1/3 91.4 req/s +h1 full pyreqwest_st 131072 B c=150 round=1/3 3344.3 req/s +h1 stream wreq_st 1024 B c=100 round=1/3 13397.9 req/s +h1 stream httpx_blocking 10240 B c= 50 round=1/3 1503.4 req/s +h1 stream wreq 65536 B c= 50 round=1/3 21149.1 req/s +h1 stream pyreqwest_mt 1024 B c= 50 round=1/3 3421.3 req/s +h1 full pyreqwest_st 2097152 B c=100 round=1/3 595.8 req/s +h1 full pyreqwest_mt 1048576 B c= 10 round=1/3 3355.7 req/s +h1 stream niquests 4194304 B c=150 round=1/3 204.3 req/s +h1 full wreq_st 2097152 B c= 10 round=1/3 571.2 req/s +h1 stream curl_cffi_blocking 1024 B c= 50 round=1/3 527.0 req/s +h1 full curl_cffi 1024 B c= 10 round=1/3 5621.7 req/s +h1 full pyreqwest_mt 1024 B c= 10 round=1/3 7255.1 req/s +h1 stream wreq_st 65536 B c= 10 round=1/3 6882.4 req/s +h1 full wreq_blocking 10240 B c=150 round=1/3 3290.5 req/s +h1 full pycurl 2097152 B c=150 round=1/3 214.4 req/s +h1 full curl_cffi_blocking 4194304 B c=100 round=1/3 83.8 req/s +h1 stream pycurl 1048576 B c= 10 round=1/3 279.1 req/s +h1 full wreq_st 65536 B c= 10 round=1/3 17175.1 req/s +h1 stream pyreqwest_mt 1048576 B c= 10 round=1/3 479.9 req/s +h1 stream ry_blocking 1048576 B c= 10 round=1/3 1200.4 req/s +h1 stream ry_blocking 2097152 B c= 50 round=1/3 993.0 req/s +h1 stream niquests 1024 B c= 10 round=1/3 2180.9 req/s +h1 stream curl_cffi_blocking 2097152 B c= 10 round=1/3 115.2 req/s +h1 stream pycurl 1024 B c= 10 round=1/3 6822.4 req/s +h1 stream pyreqwest_st 10240 B c=150 round=1/3 2544.3 req/s +h1 full niquests_blocking 2097152 B c=100 round=1/3 104.5 req/s +h1 full ry 2097152 B c=100 round=1/3 1017.9 req/s +h1 full pycurl 2097152 B c= 10 round=1/3 214.4 req/s +h1 stream curl_cffi 2097152 B c= 50 round=1/3 255.3 req/s +h1 stream requests 2097152 B c= 10 round=1/3 92.1 req/s +h1 full pyreqwest_mt 4194304 B c=150 round=1/3 829.9 req/s +h1 full httpx 4194304 B c=100 round=1/3 83.9 req/s +h1 stream ry_blocking 4194304 B c=150 round=1/3 722.7 req/s +h1 stream pyreqwest_st 10240 B c= 10 round=1/3 2615.4 req/s +h1 full requests 1048576 B c=150 round=1/3 190.3 req/s +h1 full pyreqwest_mt 10240 B c=100 round=1/3 7835.3 req/s +h1 stream wreq 1024 B c= 10 round=1/3 15701.9 req/s +h1 full ry_blocking 65536 B c= 10 round=1/3 8670.8 req/s +h1 full niquests_blocking 1024 B c=150 round=1/3 1442.1 req/s +h1 full ry 1048576 B c=100 round=1/3 1586.6 req/s +h1 stream wreq_st 1024 B c=150 round=1/3 21337.8 req/s +h1 stream niquests_blocking 4194304 B c= 10 round=1/3 50.6 req/s +h1 full httpx_blocking 65536 B c=100 round=1/3 1112.0 req/s +h1 stream niquests 131072 B c= 50 round=1/3 1441.8 req/s +h1 full httpx 10240 B c= 10 round=1/3 1468.6 req/s +h1 stream curl_cffi_blocking 4194304 B c= 50 round=1/3 65.8 req/s +h1 stream httpx_blocking 1048576 B c=150 round=1/3 142.5 req/s +h1 stream wreq_st 4194304 B c=150 round=1/3 201.0 req/s +h1 full pyreqwest_mt 1024 B c= 50 round=1/3 7880.7 req/s +h1 full wreq_st 1024 B c=100 round=1/3 50458.3 req/s +h1 stream niquests_blocking 2097152 B c=150 round=1/3 91.7 req/s +h1 full curl_cffi_blocking 1048576 B c=150 round=1/3 240.6 req/s +h1 stream ry 10240 B c=100 round=1/3 1754.8 req/s +h1 full wreq_blocking 1024 B c= 50 round=1/3 3699.1 req/s +h1 stream wreq_st 131072 B c= 10 round=1/3 5063.2 req/s +h1 stream ry_blocking 131072 B c=100 round=1/3 3049.0 req/s +h1 stream curl_cffi_blocking 65536 B c=150 round=1/3 457.0 req/s +h1 stream pyreqwest_st 4194304 B c= 50 round=1/3 191.7 req/s +h1 stream httpx_blocking 1024 B c=100 round=1/3 1479.2 req/s +h1 stream niquests 1048576 B c=150 round=1/3 536.8 req/s +h1 stream ry_blocking 4194304 B c=100 round=1/3 742.7 req/s +h1 full ry 1024 B c= 10 round=1/3 2517.6 req/s +h1 stream pycurl 2097152 B c= 50 round=1/3 156.5 req/s +h1 full requests 4194304 B c=100 round=1/3 54.5 req/s +h1 stream httpx_blocking 131072 B c= 50 round=1/3 628.9 req/s +h1 full wreq_st 10240 B c=150 round=1/3 46898.3 req/s +h1 full pyreqwest_mt 131072 B c= 50 round=1/3 7294.2 req/s +h1 stream curl_cffi_blocking 10240 B c= 50 round=1/3 530.6 req/s +h1 stream requests 4194304 B c= 10 round=1/3 49.9 req/s +h1 stream pycurl 1048576 B c=150 round=1/3 281.3 req/s +h1 full wreq_blocking 10240 B c= 50 round=1/3 3502.7 req/s +h1 full niquests 4194304 B c= 10 round=1/3 222.2 req/s +h1 full pyreqwest_st 1024 B c=100 round=1/3 4425.9 req/s +h1 full requests 10240 B c=100 round=1/3 1383.6 req/s +h1 stream ry_blocking 65536 B c=150 round=1/3 3055.9 req/s +h1 stream httpx_blocking 1048576 B c=100 round=1/3 139.2 req/s +h1 full wreq 2097152 B c= 50 round=1/3 2106.8 req/s +h1 full httpx_blocking 131072 B c=150 round=1/3 810.4 req/s +h1 stream httpx 1048576 B c= 10 round=1/3 363.7 req/s +h1 stream wreq_blocking 1024 B c= 10 round=1/3 562.6 req/s +h1 full pyreqwest_st 65536 B c= 10 round=1/3 3946.2 req/s +h1 stream ry 1048576 B c=100 round=1/3 396.4 req/s +h1 full wreq 2097152 B c=150 round=1/3 1921.2 req/s +h1 full pyreqwest_mt 65536 B c= 50 round=1/3 7495.1 req/s +h1 full pycurl 65536 B c= 50 round=1/3 4301.3 req/s +h1 stream wreq 10240 B c= 10 round=1/3 18343.6 req/s +h1 stream curl_cffi 65536 B c= 10 round=1/3 2480.7 req/s +h1 full niquests_blocking 65536 B c=100 round=1/3 1002.5 req/s +h1 full niquests 1048576 B c= 10 round=1/3 685.2 req/s +h1 full httpx_blocking 65536 B c= 10 round=1/3 1159.3 req/s +h1 stream aiohttp 10240 B c= 10 round=1/3 6822.4 req/s +h1 full wreq_blocking 65536 B c=150 round=1/3 3101.0 req/s +h1 full httpx_blocking 131072 B c= 10 round=1/3 858.4 req/s +h1 stream wreq_st 65536 B c= 50 round=1/3 6930.0 req/s +h1 full wreq_st 4194304 B c= 50 round=1/3 314.1 req/s +h1 stream requests 10240 B c= 50 round=1/3 1308.5 req/s +h1 full curl_cffi_blocking 131072 B c=150 round=1/3 476.2 req/s +h1 full httpx 4194304 B c= 50 round=1/3 144.9 req/s +h1 stream curl_cffi_blocking 1048576 B c=150 round=1/3 182.2 req/s +h1 stream httpx_blocking 65536 B c= 50 round=1/3 777.7 req/s +h1 full pycurl 4194304 B c=100 round=1/3 110.6 req/s +h1 full wreq_blocking 1024 B c= 10 round=1/3 3777.9 req/s +h1 full pyreqwest_mt 4194304 B c=100 round=1/3 914.6 req/s +h1 stream httpx_blocking 4194304 B c=100 round=1/3 45.5 req/s +h1 full aiohttp 4194304 B c=150 round=1/3 361.0 req/s +h1 stream wreq_st 1048576 B c=100 round=1/3 603.2 req/s +h1 stream aiohttp 10240 B c=150 round=1/3 7848.6 req/s +h1 full curl_cffi_blocking 131072 B c= 50 round=1/3 479.9 req/s +h1 full httpx_blocking 10240 B c=150 round=1/3 1717.0 req/s +h1 full wreq_st 2097152 B c=100 round=1/3 552.1 req/s +h1 stream pyreqwest_st 4194304 B c=150 round=1/3 181.6 req/s +h1 stream curl_cffi 131072 B c=100 round=1/3 2261.0 req/s +h1 full niquests_blocking 4194304 B c=100 round=1/3 54.4 req/s +h1 stream pyreqwest_mt 4194304 B c= 10 round=1/3 369.5 req/s +h1 stream requests 4194304 B c=100 round=1/3 50.9 req/s +h1 stream httpx_blocking 65536 B c=100 round=1/3 759.6 req/s +h1 stream curl_cffi_blocking 131072 B c= 10 round=1/3 429.6 req/s +h1 full wreq_blocking 131072 B c=100 round=1/3 3167.6 req/s +h1 stream aiohttp 65536 B c= 50 round=1/3 5500.7 req/s +h1 full pycurl 4194304 B c=150 round=1/3 110.3 req/s +h1 stream requests 1024 B c= 50 round=1/3 1250.3 req/s +h1 stream wreq_blocking 4194304 B c= 10 round=1/3 258.5 req/s +h1 stream niquests_blocking 2097152 B c=100 round=1/3 92.8 req/s +h1 full curl_cffi 1024 B c=100 round=1/3 5571.0 req/s +h1 full niquests_blocking 65536 B c=150 round=1/3 1005.6 req/s +h1 full pyreqwest_mt 1048576 B c=100 round=1/3 3263.2 req/s +h1 full httpx_blocking 1024 B c=150 round=1/3 1684.7 req/s +h1 stream wreq 1048576 B c=100 round=1/3 3882.4 req/s +h1 full aiohttp 2097152 B c=150 round=1/3 744.7 req/s +h1 stream wreq 131072 B c= 10 round=1/3 11483.4 req/s +h1 full aiohttp 1048576 B c= 10 round=1/3 1488.9 req/s +h1 full pycurl 1048576 B c= 50 round=1/3 425.0 req/s +h1 full ry_blocking 1048576 B c=150 round=1/3 3424.6 req/s +h1 stream niquests_blocking 10240 B c= 50 round=1/3 1363.9 req/s +h1 full requests 4194304 B c= 50 round=1/3 53.7 req/s +h1 stream httpx 2097152 B c=100 round=1/3 124.9 req/s +h1 full httpx 1024 B c= 50 round=1/3 916.4 req/s +h1 full ry_blocking 4194304 B c=100 round=1/3 910.9 req/s +h1 full niquests_blocking 1048576 B c=150 round=1/3 188.9 req/s +h1 stream curl_cffi_blocking 2097152 B c=150 round=1/3 118.2 req/s +h1 full httpx 65536 B c=150 round=1/3 706.8 req/s +h1 full ry_blocking 10240 B c=150 round=1/3 6809.0 req/s +h1 full curl_cffi 4194304 B c= 10 round=1/3 179.2 req/s +h1 stream httpx 1024 B c=150 round=1/3 739.0 req/s +h1 full pyreqwest_mt 1048576 B c=150 round=1/3 3059.6 req/s +h1 full wreq_blocking 1048576 B c= 50 round=1/3 1508.9 req/s +h1 stream pycurl 2097152 B c= 10 round=1/3 154.7 req/s +h1 full pyreqwest_mt 131072 B c= 10 round=1/3 6466.7 req/s +h1 full ry 65536 B c= 50 round=1/3 2743.9 req/s +h1 full wreq_blocking 1048576 B c=150 round=1/3 1387.2 req/s +h1 stream httpx_blocking 4194304 B c= 10 round=1/3 45.3 req/s +h1 full pyreqwest_st 4194304 B c= 10 round=1/3 312.7 req/s +h1 stream httpx_blocking 2097152 B c= 50 round=1/3 83.2 req/s +h1 stream niquests_blocking 131072 B c=100 round=1/3 628.3 req/s +h1 full curl_cffi 131072 B c=150 round=1/3 2784.2 req/s +h1 full aiohttp 10240 B c=150 round=1/3 8315.7 req/s +h1 full ry_blocking 131072 B c=150 round=1/3 6444.9 req/s +h1 full ry_blocking 65536 B c=100 round=1/3 7318.7 req/s +h1 stream pyreqwest_mt 65536 B c=100 round=1/3 1798.3 req/s +h1 stream niquests_blocking 4194304 B c=100 round=1/3 50.9 req/s +h1 full aiohttp 4194304 B c= 50 round=1/3 386.9 req/s +h1 stream niquests 65536 B c=100 round=1/3 1728.8 req/s +h1 full wreq_st 65536 B c=150 round=1/3 16840.0 req/s +h1 stream ry 4194304 B c= 10 round=1/3 250.9 req/s +h1 stream ry_blocking 4194304 B c= 10 round=1/3 1003.7 req/s +h1 full ry 131072 B c=150 round=1/3 2681.4 req/s +h1 stream wreq_blocking 10240 B c=150 round=1/3 546.0 req/s +h1 stream curl_cffi_blocking 2097152 B c= 50 round=1/3 114.0 req/s +h1 stream wreq_blocking 10240 B c=100 round=1/3 554.2 req/s +h1 stream httpx 65536 B c= 10 round=1/3 1259.8 req/s +h1 stream pycurl 131072 B c=150 round=1/3 1750.6 req/s +h1 stream httpx 2097152 B c= 10 round=1/3 250.4 req/s +h1 stream curl_cffi_blocking 131072 B c=150 round=1/3 427.1 req/s +h1 stream requests 65536 B c=150 round=1/3 744.7 req/s +h1 full niquests 10240 B c= 50 round=1/3 2257.6 req/s +h1 full pycurl 1048576 B c=150 round=1/3 417.4 req/s +h1 stream pyreqwest_mt 1048576 B c= 50 round=1/3 560.0 req/s +h1 full curl_cffi 65536 B c= 50 round=1/3 4474.7 req/s +h1 full curl_cffi 1048576 B c=150 round=1/3 659.8 req/s +h1 stream pyreqwest_st 1048576 B c= 10 round=1/3 392.8 req/s +h1 full pyreqwest_mt 2097152 B c=150 round=1/3 1735.8 req/s +h1 stream pycurl 1024 B c=150 round=1/3 5463.4 req/s +h1 full httpx 4194304 B c= 10 round=1/3 169.4 req/s +h1 full niquests_blocking 4194304 B c=150 round=1/3 52.9 req/s +h1 full wreq_blocking 2097152 B c=150 round=1/3 880.2 req/s +h1 full pycurl 1024 B c=100 round=1/3 10447.9 req/s +h1 stream requests 65536 B c= 10 round=1/3 792.4 req/s +h1 full aiohttp 1048576 B c=150 round=1/3 1459.7 req/s +h1 stream niquests_blocking 65536 B c=150 round=1/3 760.0 req/s +h1 stream pyreqwest_mt 2097152 B c=100 round=1/3 511.5 req/s +h1 full niquests 1024 B c=100 round=1/3 2434.0 req/s +h1 stream pycurl 1048576 B c= 50 round=1/3 284.9 req/s +h1 full pycurl 10240 B c= 10 round=1/3 13188.5 req/s +h1 stream wreq_blocking 65536 B c= 10 round=1/3 525.3 req/s +h1 stream wreq_st 1048576 B c= 50 round=1/3 630.6 req/s +h1 stream niquests 2097152 B c= 10 round=1/3 366.7 req/s +h1 stream wreq 10240 B c=150 round=1/3 21230.7 req/s +h1 stream curl_cffi_blocking 1024 B c= 10 round=1/3 526.0 req/s +h1 full httpx 4194304 B c=150 round=1/3 81.1 req/s +h1 full wreq_st 1048576 B c= 10 round=1/3 1076.8 req/s +h1 full wreq_blocking 2097152 B c=100 round=1/3 894.8 req/s +h1 full curl_cffi 2097152 B c=150 round=1/3 334.5 req/s +h1 full niquests 131072 B c=100 round=1/3 1742.3 req/s +h1 full pyreqwest_mt 65536 B c=150 round=1/3 7582.3 req/s +h1 stream curl_cffi 10240 B c= 50 round=1/3 4175.6 req/s +h1 full ry_blocking 2097152 B c= 10 round=1/3 2323.8 req/s +h1 full ry 4194304 B c=150 round=1/3 595.4 req/s +h1 stream ry_blocking 4194304 B c= 50 round=1/3 754.8 req/s +h1 full niquests 131072 B c= 50 round=1/3 1797.7 req/s +h1 full curl_cffi 2097152 B c= 10 round=1/3 343.4 req/s +h1 full pyreqwest_st 131072 B c= 50 round=1/3 3217.6 req/s +h1 stream curl_cffi_blocking 4194304 B c=150 round=1/3 67.8 req/s +h1 full ry 65536 B c=150 round=1/3 2752.1 req/s +h1 stream niquests 65536 B c= 50 round=1/3 1696.8 req/s +h1 full wreq 10240 B c= 10 round=1/3 26027.5 req/s +h1 full curl_cffi_blocking 2097152 B c= 10 round=1/3 144.8 req/s +h1 stream pycurl 131072 B c=100 round=1/3 1722.3 req/s +h1 stream httpx 1048576 B c=150 round=1/3 151.1 req/s +h1 full curl_cffi_blocking 4194304 B c= 50 round=1/3 84.6 req/s +h1 stream httpx 65536 B c=100 round=1/3 471.8 req/s +h1 stream ry_blocking 10240 B c=150 round=1/3 4619.9 req/s +h1 full curl_cffi_blocking 10240 B c=150 round=1/3 552.9 req/s +h1 full pyreqwest_mt 131072 B c=100 round=1/3 6798.3 req/s +h1 full pyreqwest_st 1024 B c=150 round=1/3 4325.4 req/s +h1 stream pyreqwest_st 65536 B c= 50 round=1/3 1425.4 req/s +h1 full wreq_st 65536 B c= 50 round=1/3 17106.8 req/s +h1 stream pycurl 4194304 B c= 50 round=1/3 82.3 req/s +h1 stream ry 65536 B c=150 round=1/3 1096.9 req/s +h1 stream curl_cffi_blocking 10240 B c= 10 round=1/3 525.6 req/s +h1 stream wreq_blocking 2097152 B c=100 round=1/3 317.2 req/s +h1 stream aiohttp 65536 B c= 10 round=1/3 5218.6 req/s +h1 full httpx 2097152 B c= 50 round=1/3 205.1 req/s +h1 full aiohttp 131072 B c=100 round=1/3 6241.1 req/s +h1 stream ry_blocking 1048576 B c=100 round=1/3 1186.2 req/s +h1 stream curl_cffi 65536 B c=150 round=1/3 2475.4 req/s +h1 full wreq 4194304 B c=150 round=1/3 886.0 req/s +h1 stream niquests_blocking 65536 B c= 10 round=1/3 808.2 req/s +h1 full httpx 1048576 B c=150 round=1/3 206.0 req/s +h1 full pyreqwest_st 4194304 B c=150 round=1/3 310.6 req/s +h1 full pycurl 65536 B c=150 round=1/3 3829.2 req/s +h1 full niquests_blocking 1048576 B c= 50 round=1/3 191.5 req/s +h1 stream niquests 1048576 B c= 10 round=1/3 524.4 req/s +h1 stream wreq 2097152 B c=100 round=1/3 1842.6 req/s +h1 stream requests 2097152 B c= 50 round=1/3 91.8 req/s +h1 stream wreq_st 131072 B c=100 round=1/3 4069.0 req/s +h1 stream niquests 2097152 B c= 50 round=1/3 388.0 req/s +h1 full curl_cffi_blocking 1024 B c= 10 round=1/3 562.1 req/s +h1 full wreq 1024 B c= 50 round=1/3 72725.1 req/s +h1 stream ry 10240 B c= 10 round=1/3 1464.4 req/s +h1 stream niquests 1024 B c=150 round=1/3 2232.7 req/s +h1 full niquests 1024 B c=150 round=1/3 2444.5 req/s +h1 full aiohttp 131072 B c=150 round=1/3 6620.6 req/s +h1 full httpx_blocking 65536 B c= 50 round=1/3 1127.7 req/s +h1 full pyreqwest_mt 131072 B c=150 round=1/3 7518.7 req/s +h1 full httpx_blocking 4194304 B c= 50 round=1/3 49.9 req/s +h1 stream curl_cffi_blocking 65536 B c= 10 round=1/3 458.1 req/s +h1 stream pyreqwest_mt 10240 B c=100 round=1/3 3461.5 req/s +h1 full wreq_blocking 1048576 B c=100 round=1/3 1441.8 req/s +h1 full wreq_st 131072 B c= 10 round=1/3 8952.1 req/s +h1 stream pycurl 65536 B c=100 round=1/3 2390.1 req/s +h1 full wreq_st 131072 B c=150 round=1/3 7294.2 req/s +h1 full requests 2097152 B c=100 round=1/3 104.0 req/s +h1 full niquests_blocking 10240 B c= 50 round=1/3 1544.7 req/s +h1 full wreq_blocking 4194304 B c=150 round=1/3 494.6 req/s +h1 stream aiohttp 4194304 B c=100 round=1/3 419.0 req/s +h1 stream pyreqwest_mt 4194304 B c=100 round=1/3 418.0 req/s +h1 stream niquests 65536 B c=150 round=1/3 1748.8 req/s +h1 full wreq_blocking 131072 B c= 50 round=1/3 3313.2 req/s +h1 stream requests 4194304 B c=150 round=1/3 51.1 req/s +h1 full requests 131072 B c=100 round=1/3 758.0 req/s +h1 stream httpx_blocking 2097152 B c= 10 round=1/3 83.0 req/s +h1 stream niquests 4194304 B c= 50 round=1/3 203.9 req/s +h1 full aiohttp 131072 B c= 50 round=1/3 6494.8 req/s +h1 stream requests 1024 B c=150 round=1/3 1240.8 req/s +h1 full httpx 1024 B c= 10 round=1/3 1612.2 req/s +h1 full requests 131072 B c=150 round=1/3 751.2 req/s +h1 stream ry_blocking 2097152 B c= 10 round=1/3 1015.2 req/s +h1 full ry 1024 B c= 50 round=1/3 2943.1 req/s +h1 full curl_cffi 65536 B c=150 round=1/3 4186.2 req/s +h1 stream ry_blocking 1024 B c=150 round=1/3 4557.4 req/s +h1 stream pycurl 4194304 B c=100 round=1/3 81.8 req/s +h1 full pyreqwest_st 1048576 B c=150 round=1/3 992.0 req/s +h1 stream wreq_blocking 65536 B c=100 round=1/3 520.1 req/s +h1 full curl_cffi 131072 B c=100 round=1/3 3165.6 req/s +h1 stream wreq_blocking 2097152 B c= 10 round=1/3 318.7 req/s +h1 full ry 1048576 B c=150 round=1/3 1575.7 req/s +h1 stream ry 131072 B c=100 round=1/3 1081.8 req/s +h1 full httpx_blocking 1048576 B c= 10 round=1/3 178.9 req/s +h1 stream wreq_blocking 4194304 B c=100 round=1/3 253.7 req/s +h1 stream wreq_st 4194304 B c= 10 round=1/3 232.6 req/s +h1 full httpx_blocking 1024 B c= 50 round=1/3 1783.1 req/s +h1 stream wreq_blocking 131072 B c=150 round=1/3 515.6 req/s +h1 stream curl_cffi 1024 B c=100 round=1/3 4617.4 req/s +h1 stream httpx_blocking 65536 B c= 10 round=1/3 783.6 req/s +h1 stream pyreqwest_st 2097152 B c= 10 round=1/3 295.5 req/s +h1 full curl_cffi_blocking 65536 B c=100 round=1/3 514.9 req/s +h1 full ry_blocking 1024 B c= 50 round=1/3 7914.4 req/s +h1 stream pycurl 65536 B c= 10 round=1/3 2545.9 req/s +h1 full httpx 10240 B c= 50 round=1/3 858.9 req/s +h1 full wreq 4194304 B c=100 round=1/3 948.4 req/s +h1 full curl_cffi_blocking 1048576 B c= 10 round=1/3 233.8 req/s +h1 full ry_blocking 10240 B c= 10 round=1/3 8880.3 req/s +h1 full curl_cffi_blocking 1024 B c=150 round=1/3 552.1 req/s +h1 full curl_cffi 1024 B c=150 round=1/3 6203.9 req/s +h1 stream requests 10240 B c=100 round=1/3 1215.3 req/s +h1 full wreq 1048576 B c= 50 round=1/3 4402.8 req/s +h1 full pyreqwest_st 131072 B c= 10 round=1/3 3337.4 req/s +h1 stream requests 65536 B c=100 round=1/3 753.1 req/s +h1 stream aiohttp 2097152 B c=150 round=1/3 770.7 req/s +h1 full ry_blocking 1048576 B c=100 round=1/3 3619.2 req/s +h1 full pyreqwest_mt 1024 B c=150 round=1/3 8213.8 req/s +h1 full pycurl 1048576 B c=100 round=1/3 417.8 req/s +h1 full pycurl 131072 B c= 10 round=1/3 2709.5 req/s +h1 full wreq_blocking 131072 B c= 10 round=1/3 3459.0 req/s +h1 stream niquests_blocking 2097152 B c= 50 round=1/3 91.6 req/s +h1 full curl_cffi 1048576 B c= 10 round=1/3 649.6 req/s +h1 full httpx 2097152 B c=100 round=1/3 149.9 req/s +h1 full ry_blocking 4194304 B c= 50 round=1/3 977.6 req/s +h1 full wreq 1024 B c= 10 round=1/3 25420.7 req/s +h1 full wreq_st 4194304 B c= 10 round=1/3 319.0 req/s +h1 full ry 65536 B c=100 round=1/3 2837.7 req/s +h1 stream wreq_st 1024 B c= 10 round=1/3 13311.6 req/s +h1 full aiohttp 1024 B c=100 round=1/3 8673.1 req/s +h1 full aiohttp 131072 B c= 10 round=1/3 6043.4 req/s +h1 full httpx 10240 B c=150 round=1/3 835.1 req/s +h1 stream curl_cffi 65536 B c= 50 round=1/3 2797.5 req/s +h1 stream ry 2097152 B c=150 round=1/3 356.2 req/s +h1 full wreq_st 131072 B c= 50 round=1/3 8322.9 req/s +h1 full pycurl 4194304 B c= 10 round=1/3 107.9 req/s +h1 stream pyreqwest_mt 65536 B c= 10 round=1/3 1480.5 req/s +h1 full curl_cffi 10240 B c=100 round=1/3 6005.7 req/s +h1 stream pycurl 131072 B c= 50 round=1/3 1791.2 req/s +h1 full ry_blocking 4194304 B c= 10 round=1/3 1024.8 req/s +h1 stream ry 131072 B c= 10 round=1/3 901.0 req/s +h1 full httpx_blocking 10240 B c=100 round=1/3 1723.4 req/s +h1 stream curl_cffi 2097152 B c=150 round=1/3 242.3 req/s +h1 full curl_cffi 131072 B c= 10 round=1/3 2957.7 req/s +h1 full pyreqwest_mt 4194304 B c= 50 round=1/3 946.9 req/s +h1 full ry_blocking 1048576 B c= 50 round=1/3 3931.4 req/s +h1 stream wreq_blocking 1048576 B c= 50 round=1/3 366.3 req/s +h1 stream pyreqwest_st 2097152 B c= 50 round=1/3 293.6 req/s +h1 stream httpx_blocking 131072 B c= 10 round=1/3 635.5 req/s +h1 full ry 10240 B c= 10 round=1/3 2503.9 req/s +h1 full niquests 4194304 B c= 50 round=1/3 225.4 req/s +h1 stream pycurl 10240 B c=100 round=1/3 6029.2 req/s +h1 full niquests 10240 B c=100 round=1/3 2260.2 req/s +h1 full pyreqwest_st 65536 B c=150 round=1/3 3641.6 req/s +h1 full niquests 4194304 B c=100 round=1/3 225.4 req/s +h1 stream curl_cffi 131072 B c= 10 round=1/3 2089.6 req/s +h1 full httpx 65536 B c= 50 round=1/3 754.5 req/s +h1 full httpx 10240 B c=100 round=1/3 874.1 req/s +h1 stream ry_blocking 10240 B c=100 round=1/3 4790.2 req/s +h1 stream requests 1048576 B c= 50 round=1/3 155.4 req/s +h1 full aiohttp 2097152 B c= 50 round=1/3 812.3 req/s +h1 full pycurl 1048576 B c= 10 round=1/3 420.4 req/s +h1 full pyreqwest_mt 2097152 B c= 10 round=1/3 1953.3 req/s +h1 stream wreq_blocking 1024 B c= 50 round=1/3 555.9 req/s +h1 stream wreq_st 1024 B c= 50 round=1/3 22993.4 req/s +h1 full httpx_blocking 131072 B c=100 round=1/3 831.6 req/s +h1 full wreq 131072 B c=150 round=1/3 29490.2 req/s +h1 stream curl_cffi 1048576 B c= 50 round=1/3 446.6 req/s +h1 stream pyreqwest_st 1048576 B c= 50 round=1/3 392.5 req/s +h1 stream ry 2097152 B c= 50 round=1/3 344.9 req/s +h1 full wreq_blocking 65536 B c= 50 round=1/3 3429.4 req/s +h1 stream ry_blocking 1024 B c= 10 round=1/3 5418.2 req/s +h1 full httpx_blocking 1024 B c=100 round=1/3 1731.4 req/s +h1 stream curl_cffi 4194304 B c=100 round=1/3 130.0 req/s +h1 full curl_cffi 4194304 B c=100 round=1/3 178.7 req/s +h1 stream niquests_blocking 1048576 B c=100 round=1/3 156.5 req/s +h1 stream niquests 10240 B c= 10 round=1/3 2221.5 req/s +h1 full aiohttp 10240 B c=100 round=1/3 8331.7 req/s +h1 full aiohttp 65536 B c= 50 round=1/3 8121.5 req/s +h1 stream niquests_blocking 10240 B c= 10 round=1/3 1419.2 req/s +h1 full pyreqwest_st 2097152 B c= 50 round=1/3 584.7 req/s +h1 full wreq_blocking 65536 B c=100 round=1/3 3259.7 req/s +h1 full curl_cffi_blocking 10240 B c= 10 round=1/3 558.9 req/s +h1 full wreq 1048576 B c=100 round=1/3 4092.3 req/s +h1 stream pyreqwest_mt 10240 B c= 10 round=1/3 2844.0 req/s +h1 full aiohttp 1024 B c= 10 round=1/3 8178.2 req/s +h1 full aiohttp 2097152 B c= 10 round=1/3 801.6 req/s +h1 full wreq 2097152 B c= 10 round=1/3 2380.9 req/s +h1 full niquests 65536 B c= 50 round=1/3 2062.8 req/s +h1 stream requests 131072 B c= 50 round=1/3 633.6 req/s +h1 stream pyreqwest_mt 131072 B c= 50 round=1/3 1734.9 req/s +h1 full httpx_blocking 1048576 B c= 50 round=1/3 181.8 req/s +h1 stream curl_cffi_blocking 131072 B c= 50 round=1/3 432.5 req/s +h1 stream niquests_blocking 10240 B c=100 round=1/3 1322.9 req/s +h1 full wreq_st 4194304 B c=100 round=1/3 306.0 req/s +h1 stream httpx 4194304 B c=150 round=1/3 74.0 req/s +h1 full curl_cffi 1048576 B c= 50 round=1/3 686.4 req/s +h1 full pyreqwest_st 2097152 B c= 10 round=1/3 558.1 req/s +h1 full curl_cffi_blocking 1048576 B c=100 round=1/3 234.1 req/s +h1 full httpx_blocking 1024 B c= 10 round=1/3 1828.5 req/s +h1 full httpx_blocking 2097152 B c= 50 round=1/3 97.1 req/s +h1 stream httpx_blocking 4194304 B c=150 round=1/3 47.1 req/s +h1 full pyreqwest_st 1024 B c= 50 round=1/3 4479.9 req/s +h1 full ry 4194304 B c= 50 round=1/3 625.7 req/s +h1 full niquests_blocking 1048576 B c=100 round=1/3 188.9 req/s +h1 stream curl_cffi 1048576 B c=150 round=1/3 459.6 req/s +h1 full aiohttp 4194304 B c=100 round=1/3 390.9 req/s +h1 stream httpx 131072 B c= 50 round=1/3 463.6 req/s +h1 stream curl_cffi_blocking 65536 B c= 50 round=1/3 463.1 req/s +h1 stream pycurl 131072 B c= 10 round=1/3 1811.4 req/s +h1 full niquests_blocking 1024 B c= 10 round=1/3 1582.6 req/s +h1 full niquests 131072 B c= 10 round=1/3 1848.3 req/s +h1 full ry 10240 B c= 50 round=1/3 2938.2 req/s +h1 stream wreq 2097152 B c= 50 round=1/3 2010.7 req/s +h1 full wreq 2097152 B c=100 round=1/3 1948.5 req/s +h1 stream curl_cffi_blocking 1048576 B c=100 round=1/3 177.4 req/s +h1 full aiohttp 1048576 B c=100 round=1/3 1515.9 req/s +h1 stream pyreqwest_st 2097152 B c=100 round=1/3 289.8 req/s +h1 stream pyreqwest_mt 1048576 B c=100 round=1/3 581.5 req/s +h1 full niquests_blocking 1024 B c=100 round=1/3 1478.7 req/s +h1 full pycurl 1024 B c= 50 round=1/3 11615.9 req/s +h1 stream pycurl 1024 B c=100 round=1/3 6160.6 req/s +h1 stream httpx_blocking 10240 B c=100 round=1/3 1467.1 req/s +h1 stream ry 1024 B c= 50 round=1/3 1723.8 req/s +h1 stream aiohttp 65536 B c=150 round=1/3 5664.4 req/s +h1 stream httpx 10240 B c=100 round=1/3 739.7 req/s +h1 full httpx 131072 B c=100 round=1/3 624.6 req/s +h1 stream pyreqwest_st 131072 B c=150 round=1/3 1362.0 req/s +h1 stream curl_cffi 1024 B c= 10 round=1/3 3545.9 req/s +h1 full pycurl 10240 B c=150 round=1/3 9506.7 req/s +h1 stream wreq_blocking 1048576 B c= 10 round=1/3 364.9 req/s +h1 stream wreq_st 65536 B c=150 round=1/3 5520.6 req/s +h1 stream wreq_st 10240 B c= 10 round=1/3 13750.6 req/s +h1 stream niquests 2097152 B c=100 round=1/3 390.0 req/s +h1 full wreq_st 10240 B c=100 round=1/3 43705.5 req/s +h1 full aiohttp 65536 B c=100 round=1/3 8053.6 req/s +h1 full niquests_blocking 1048576 B c= 10 round=1/3 194.6 req/s +h1 full pycurl 10240 B c=100 round=1/3 10261.0 req/s +h1 full curl_cffi_blocking 2097152 B c=150 round=1/3 153.5 req/s +h1 stream wreq_blocking 4194304 B c=150 round=1/3 256.1 req/s +h1 stream pyreqwest_mt 131072 B c=100 round=1/3 1808.4 req/s +h1 stream wreq_st 2097152 B c= 50 round=1/3 377.2 req/s +h1 full pyreqwest_st 65536 B c= 50 round=1/3 3586.7 req/s +h1 full pyreqwest_st 10240 B c=150 round=1/3 3949.6 req/s +h1 full httpx 2097152 B c= 10 round=1/3 319.8 req/s +h1 full ry 10240 B c=150 round=1/3 3029.0 req/s +h1 stream pycurl 10240 B c=150 round=1/3 5664.3 req/s +h1 full niquests 2097152 B c= 50 round=1/3 428.4 req/s +h1 full curl_cffi 10240 B c=150 round=1/3 6365.6 req/s +h1 stream wreq 65536 B c= 10 round=1/3 12116.7 req/s +h1 full ry 2097152 B c=150 round=1/3 987.9 req/s +h1 stream httpx_blocking 1024 B c= 10 round=1/3 1552.9 req/s +h1 stream curl_cffi 65536 B c=100 round=1/3 2606.8 req/s +h1 full ry 4194304 B c= 10 round=1/3 583.7 req/s +h1 full wreq_st 10240 B c= 50 round=1/3 41916.5 req/s +h1 full wreq 131072 B c=100 round=1/3 33548.7 req/s +h1 stream aiohttp 1048576 B c= 10 round=1/3 1000.6 req/s +h1 full wreq 10240 B c=100 round=1/3 81741.3 req/s +h1 stream requests 2097152 B c=100 round=1/3 93.2 req/s +h1 full httpx 65536 B c= 10 round=1/3 1379.1 req/s +h1 stream wreq 1048576 B c=150 round=1/3 3581.3 req/s +h1 stream curl_cffi_blocking 65536 B c=100 round=1/3 460.0 req/s +h1 full curl_cffi_blocking 10240 B c=100 round=1/3 562.2 req/s +h1 full niquests 10240 B c= 10 round=1/3 2344.6 req/s +h1 full pycurl 65536 B c=100 round=1/3 4150.5 req/s +h1 full niquests 65536 B c= 10 round=1/3 2116.7 req/s +h1 stream wreq_blocking 1024 B c=150 round=1/3 551.6 req/s +h1 full wreq_blocking 1024 B c=150 round=1/3 3378.9 req/s +h1 full aiohttp 1024 B c= 50 round=1/3 8796.4 req/s +h1 full httpx_blocking 2097152 B c= 10 round=1/3 95.7 req/s +h1 stream ry_blocking 1048576 B c=150 round=1/3 1125.1 req/s +h1 stream wreq_st 10240 B c=150 round=1/3 15322.2 req/s +h1 stream pyreqwest_st 4194304 B c= 10 round=1/3 187.2 req/s +h1 full ry 4194304 B c=100 round=1/3 621.1 req/s +h1 stream wreq_blocking 1048576 B c=150 round=1/3 359.9 req/s +h1 stream wreq_st 2097152 B c=150 round=1/3 357.0 req/s +h1 stream niquests_blocking 65536 B c=100 round=1/3 774.2 req/s +h1 full curl_cffi_blocking 65536 B c= 10 round=1/3 513.3 req/s +h1 full ry_blocking 1024 B c= 10 round=1/3 9016.8 req/s +h1 stream ry 131072 B c=150 round=1/3 1094.4 req/s +h1 stream wreq_blocking 1024 B c=100 round=1/3 558.3 req/s +h1 full ry_blocking 2097152 B c=150 round=1/3 1840.6 req/s +h1 full requests 1048576 B c= 50 round=1/3 189.1 req/s +h1 full requests 2097152 B c=150 round=1/3 102.3 req/s +h1 full ry_blocking 10240 B c= 50 round=1/3 7990.7 req/s +h1 full ry 65536 B c= 10 round=1/3 2526.8 req/s +h1 stream niquests_blocking 1024 B c= 50 round=1/3 1356.6 req/s +h1 stream wreq 65536 B c=100 round=1/3 20860.0 req/s +h1 stream pyreqwest_st 1048576 B c=150 round=1/3 389.5 req/s +h1 full httpx_blocking 4194304 B c=100 round=1/3 49.3 req/s +h1 stream wreq 2097152 B c=150 round=1/3 1748.2 req/s +h1 stream httpx_blocking 1048576 B c= 50 round=1/3 140.3 req/s +h1 full niquests_blocking 1024 B c= 50 round=1/3 1348.2 req/s +h1 stream aiohttp 4194304 B c= 50 round=1/3 408.6 req/s +h1 full wreq 1024 B c=100 round=1/3 76340.2 req/s +h1 stream wreq_blocking 131072 B c=100 round=1/3 517.4 req/s +h1 full pyreqwest_mt 10240 B c=150 round=1/3 7671.0 req/s +h1 full pyreqwest_st 10240 B c= 50 round=1/3 4329.2 req/s +h1 full requests 131072 B c= 10 round=1/3 800.8 req/s +h1 full requests 1048576 B c=100 round=1/3 191.0 req/s +h1 stream wreq 4194304 B c=150 round=1/3 868.8 req/s +h1 full curl_cffi_blocking 65536 B c= 50 round=1/3 516.2 req/s +h1 stream wreq_st 1048576 B c= 10 round=1/3 655.1 req/s +h1 stream aiohttp 1024 B c=100 round=1/3 8268.3 req/s +h1 full ry 1048576 B c= 50 round=1/3 1605.0 req/s +h1 full requests 10240 B c= 10 round=1/3 1488.1 req/s +h1 stream curl_cffi 2097152 B c= 10 round=1/3 244.1 req/s +h1 stream ry_blocking 10240 B c= 50 round=1/3 5084.2 req/s +h1 full pyreqwest_st 4194304 B c=100 round=1/3 312.9 req/s +h1 stream wreq_blocking 65536 B c= 50 round=1/3 523.5 req/s +h1 full pycurl 4194304 B c= 50 round=1/3 111.9 req/s +h1 stream httpx_blocking 2097152 B c=150 round=1/3 84.8 req/s +h1 full niquests_blocking 131072 B c=150 round=1/3 754.0 req/s +h1 full pyreqwest_st 10240 B c= 10 round=1/3 4481.4 req/s +h1 stream aiohttp 10240 B c= 50 round=1/3 7246.3 req/s +h1 stream curl_cffi_blocking 1024 B c=100 round=1/3 526.5 req/s +h1 full requests 1024 B c=150 round=1/3 1356.8 req/s +h1 full requests 4194304 B c= 10 round=1/3 53.4 req/s +h1 full pycurl 1024 B c=150 round=1/3 9321.8 req/s +h1 full httpx_blocking 4194304 B c= 10 round=1/3 48.9 req/s +h1 stream ry 1048576 B c= 10 round=1/3 339.6 req/s +h1 full wreq_blocking 131072 B c=150 round=1/3 3062.8 req/s +h1 stream httpx 10240 B c=150 round=1/3 723.6 req/s +h1 full wreq 4194304 B c= 50 round=1/3 984.7 req/s +h1 full ry 1048576 B c= 10 round=1/3 1417.4 req/s +h1 stream pycurl 4194304 B c= 10 round=1/3 80.9 req/s +h1 full wreq_blocking 65536 B c= 10 round=1/3 3458.9 req/s +h1 full niquests 2097152 B c=150 round=1/3 420.6 req/s +h1 full aiohttp 10240 B c= 50 round=1/3 8338.9 req/s +h1 stream wreq 10240 B c=100 round=1/3 24171.4 req/s +h1 full httpx_blocking 1048576 B c=150 round=1/3 184.9 req/s +h1 stream httpx 4194304 B c=100 round=1/3 87.7 req/s +h1 stream wreq 4194304 B c=100 round=1/3 914.1 req/s +h1 full pycurl 131072 B c= 50 round=1/3 2670.0 req/s +h1 full httpx 131072 B c= 10 round=1/3 1221.7 req/s +h1 full requests 65536 B c= 10 round=1/3 1018.1 req/s +h1 stream curl_cffi 1048576 B c=100 round=1/3 455.4 req/s +h1 stream curl_cffi_blocking 4194304 B c= 10 round=1/3 67.4 req/s +h1 stream httpx 65536 B c=150 round=1/3 465.0 req/s +h1 stream httpx 1024 B c= 50 round=1/3 772.8 req/s +h1 stream httpx 131072 B c=150 round=1/3 416.7 req/s +h1 stream niquests_blocking 4194304 B c=150 round=1/3 50.3 req/s +h1 stream ry_blocking 2097152 B c=100 round=1/3 975.6 req/s +h1 stream aiohttp 1048576 B c= 50 round=1/3 986.9 req/s +h1 full wreq_blocking 1024 B c=100 round=1/3 3389.7 req/s +h1 stream curl_cffi_blocking 131072 B c=100 round=1/3 428.5 req/s +h1 full curl_cffi 2097152 B c= 50 round=1/3 352.0 req/s +h1 stream wreq_blocking 4194304 B c= 50 round=1/3 257.8 req/s +h1 stream niquests_blocking 10240 B c=150 round=1/3 1296.4 req/s +h1 full httpx_blocking 4194304 B c=150 round=1/3 50.7 req/s +h1 full curl_cffi 10240 B c= 10 round=1/3 5628.1 req/s +h1 stream httpx_blocking 10240 B c=150 round=1/3 1448.2 req/s +h1 full requests 1024 B c= 50 round=1/3 1439.9 req/s +h1 stream ry_blocking 1048576 B c= 50 round=1/3 1201.6 req/s +h1 full pyreqwest_mt 10240 B c= 50 round=1/3 7926.1 req/s +h1 full ry_blocking 1024 B c=150 round=1/3 6777.9 req/s +h1 full pyreqwest_mt 2097152 B c=100 round=1/3 1812.5 req/s +h1 stream ry 65536 B c= 10 round=1/3 923.4 req/s +h1 full requests 65536 B c=100 round=1/3 976.8 req/s +h1 stream ry 4194304 B c= 50 round=1/3 288.0 req/s +h1 stream aiohttp 1048576 B c=100 round=1/3 1128.9 req/s +h1 full wreq 4194304 B c= 10 round=1/3 1072.2 req/s +h1 stream httpx_blocking 2097152 B c=100 round=1/3 82.9 req/s +h1 stream niquests 10240 B c= 50 round=1/3 2217.9 req/s +h1 stream wreq 4194304 B c= 10 round=1/3 1090.8 req/s +h1 full niquests_blocking 4194304 B c= 10 round=1/3 53.6 req/s +h1 stream aiohttp 10240 B c=100 round=1/3 7595.6 req/s +h1 full curl_cffi 65536 B c= 10 round=1/3 4468.1 req/s +h1 full niquests 65536 B c=150 round=1/3 2137.2 req/s +h1 stream pyreqwest_mt 131072 B c= 10 round=1/3 1480.1 req/s +h1 full httpx_blocking 2097152 B c=150 round=1/3 98.8 req/s +h1 stream ry 1024 B c=150 round=1/3 1767.8 req/s +h1 full requests 1048576 B c= 10 round=1/3 193.5 req/s +h1 stream wreq 1024 B c=150 round=1/3 24742.9 req/s +h1 stream requests 65536 B c= 50 round=1/3 771.1 req/s +h1 stream wreq_st 131072 B c= 50 round=1/3 4579.6 req/s +h1 stream niquests 4194304 B c= 10 round=1/3 208.0 req/s +h1 stream pyreqwest_st 1024 B c=150 round=1/3 2492.0 req/s +h1 stream aiohttp 2097152 B c=100 round=1/3 782.0 req/s +h1 full wreq 10240 B c=150 round=1/3 71406.9 req/s +h1 stream ry_blocking 131072 B c=150 round=1/3 2958.9 req/s +h1 stream pyreqwest_st 131072 B c= 10 round=1/3 1399.5 req/s +h1 full ry 10240 B c=100 round=1/3 2945.4 req/s +h1 full curl_cffi 4194304 B c=150 round=1/3 167.8 req/s +h1 stream wreq 1048576 B c= 50 round=1/3 4119.4 req/s +h1 full wreq_st 4194304 B c=150 round=1/3 290.5 req/s +h1 stream wreq 2097152 B c= 10 round=1/3 2157.2 req/s +h1 stream pyreqwest_st 131072 B c= 50 round=1/3 1305.3 req/s +h1 full niquests_blocking 131072 B c=100 round=1/3 769.5 req/s +h1 stream niquests 65536 B c= 10 round=1/3 1849.9 req/s +h1 full wreq_st 1024 B c= 50 round=1/3 47806.1 req/s +h1 full niquests 1024 B c= 10 round=1/3 2312.6 req/s +h1 full wreq_st 1048576 B c= 50 round=1/3 1135.0 req/s +h1 full ry_blocking 65536 B c=150 round=1/3 6683.2 req/s +h1 full curl_cffi_blocking 1048576 B c= 50 round=1/3 234.2 req/s +h1 full requests 131072 B c= 50 round=1/3 766.9 req/s +h1 stream httpx_blocking 1048576 B c= 10 round=1/3 142.0 req/s +h1 full niquests 131072 B c=150 round=1/3 1556.2 req/s +h1 stream wreq_blocking 131072 B c= 10 round=1/3 523.0 req/s +h1 stream niquests 1048576 B c=100 round=1/3 545.2 req/s +h1 stream requests 1048576 B c=150 round=1/3 152.5 req/s +h1 full httpx 131072 B c=150 round=1/3 603.9 req/s +h1 full httpx_blocking 131072 B c= 50 round=1/3 848.4 req/s +h1 stream ry 1048576 B c=150 round=1/3 401.9 req/s +h1 stream requests 1048576 B c= 10 round=1/3 157.5 req/s +h1 full wreq_blocking 4194304 B c= 50 round=1/3 538.0 req/s +h1 full wreq 1024 B c=150 round=1/3 68112.6 req/s +h1 stream niquests_blocking 1024 B c=150 round=1/3 1299.5 req/s +h1 full wreq_blocking 10240 B c=100 round=1/3 3476.3 req/s +h1 stream ry_blocking 131072 B c= 50 round=1/3 3288.6 req/s +h1 stream pyreqwest_mt 65536 B c= 50 round=1/3 1751.9 req/s +h1 full curl_cffi_blocking 4194304 B c= 10 round=1/3 85.9 req/s +h1 stream ry_blocking 65536 B c= 50 round=1/3 3374.3 req/s +h1 stream wreq_st 4194304 B c=100 round=1/3 210.6 req/s +h1 full pyreqwest_st 1024 B c= 10 round=1/3 4444.9 req/s +h1 stream ry_blocking 65536 B c= 10 round=1/3 3476.8 req/s +h1 full curl_cffi_blocking 1024 B c= 50 round=1/3 565.5 req/s +h1 full pycurl 2097152 B c= 50 round=1/3 219.9 req/s +h1 stream aiohttp 2097152 B c= 10 round=1/3 785.0 req/s +h1 stream pycurl 10240 B c= 50 round=1/3 6413.6 req/s +h1 stream requests 1024 B c=100 round=1/3 1267.7 req/s +h1 stream pycurl 1048576 B c=100 round=1/3 276.6 req/s +h1 stream requests 4194304 B c= 50 round=1/3 50.2 req/s +h1 stream pyreqwest_mt 2097152 B c=150 round=1/3 520.8 req/s +h1 full wreq 131072 B c= 10 round=1/3 19602.6 req/s +h1 stream wreq 4194304 B c= 50 round=1/3 974.7 req/s +h1 stream curl_cffi 10240 B c= 10 round=1/3 3488.2 req/s +h1 full wreq_blocking 1048576 B c= 10 round=1/3 1558.9 req/s +h1 full pyreqwest_st 1048576 B c= 10 round=1/3 1086.7 req/s +h1 full aiohttp 4194304 B c= 10 round=1/3 386.7 req/s +h1 stream httpx 65536 B c= 50 round=1/3 524.4 req/s +h1 stream niquests_blocking 1048576 B c= 50 round=1/3 155.5 req/s +h1 full httpx_blocking 1048576 B c=100 round=1/3 179.9 req/s +h1 stream wreq_blocking 1048576 B c=100 round=1/3 361.7 req/s +h1 stream aiohttp 131072 B c= 10 round=1/3 4894.6 req/s +h1 stream aiohttp 131072 B c=100 round=1/3 4734.6 req/s +h1 full ry 131072 B c=100 round=1/3 2682.7 req/s +h1 full ry_blocking 65536 B c= 50 round=1/3 7772.0 req/s +h1 stream httpx 2097152 B c= 50 round=1/3 191.1 req/s +h1 stream curl_cffi 4194304 B c=150 round=1/3 124.2 req/s +h1 stream requests 131072 B c= 10 round=1/3 634.6 req/s +h1 full ry_blocking 1024 B c=100 round=1/3 7132.9 req/s +h1 full wreq 65536 B c= 10 round=1/3 22455.4 req/s +h1 full httpx 131072 B c= 50 round=1/3 662.4 req/s +h1 stream pycurl 1024 B c= 50 round=1/3 6397.2 req/s +h1 full httpx 1048576 B c=100 round=1/3 235.5 req/s +h1 full aiohttp 1024 B c=150 round=1/3 8778.9 req/s +h1 stream pyreqwest_mt 1024 B c=100 round=1/3 3529.0 req/s +h1 full niquests 65536 B c=100 round=1/3 2067.1 req/s +h1 stream curl_cffi 10240 B c=100 round=1/3 4325.1 req/s +h1 stream curl_cffi_blocking 4194304 B c=100 round=1/3 65.2 req/s +h1 stream ry_blocking 1024 B c=100 round=1/3 4896.0 req/s +h1 full wreq 10240 B c= 50 round=1/3 57654.3 req/s +h1 stream wreq 131072 B c=100 round=1/3 17121.8 req/s +h1 full pycurl 2097152 B c=100 round=1/3 219.7 req/s +h1 stream httpx 2097152 B c=150 round=1/3 107.2 req/s +h1 stream ry 2097152 B c= 10 round=1/3 300.3 req/s +h1 stream ry 65536 B c= 50 round=1/3 1072.9 req/s +h1 stream pycurl 4194304 B c=150 round=1/3 82.3 req/s +h1 stream niquests_blocking 131072 B c=150 round=1/3 626.8 req/s +h1 stream wreq 1024 B c= 50 round=1/3 27493.8 req/s +h1 stream ry 10240 B c= 50 round=1/3 1695.7 req/s +h1 stream ry_blocking 2097152 B c=150 round=1/3 954.5 req/s +h1 full wreq_st 2097152 B c= 50 round=1/3 605.4 req/s +h1 stream pyreqwest_st 1024 B c= 50 round=1/3 2515.4 req/s +h1 full ry_blocking 131072 B c=100 round=1/3 6980.0 req/s +h1 full pyreqwest_mt 4194304 B c= 10 round=1/3 1065.1 req/s +h1 full httpx_blocking 2097152 B c=100 round=1/3 96.0 req/s +h1 stream wreq_blocking 65536 B c=150 round=1/3 513.1 req/s +h1 full wreq_blocking 2097152 B c= 50 round=1/3 945.9 req/s +h1 stream ry_blocking 10240 B c= 10 round=1/3 5235.3 req/s +h1 stream pyreqwest_st 10240 B c=100 round=1/3 2462.7 req/s +h1 full niquests 2097152 B c=100 round=1/3 433.5 req/s +h1 full niquests_blocking 10240 B c=150 round=1/3 1416.2 req/s +h1 full wreq 1048576 B c= 10 round=1/3 4829.1 req/s +h1 full requests 1024 B c= 10 round=1/3 1467.9 req/s +h1 stream pyreqwest_mt 1048576 B c=150 round=1/3 587.2 req/s +h1 full wreq 65536 B c= 50 round=1/3 54721.6 req/s +h1 stream httpx_blocking 65536 B c=150 round=1/3 741.3 req/s +h1 stream aiohttp 2097152 B c= 50 round=1/3 755.8 req/s +h1 full requests 65536 B c= 50 round=1/3 996.7 req/s +h1 full wreq_st 2097152 B c=150 round=1/3 581.6 req/s +h1 full niquests_blocking 2097152 B c=150 round=1/3 101.4 req/s +h1 stream httpx_blocking 1024 B c=150 round=1/3 1434.6 req/s +h1 full curl_cffi_blocking 2097152 B c=100 round=1/3 146.9 req/s +h1 stream curl_cffi 2097152 B c=100 round=1/3 247.1 req/s +h1 full wreq_blocking 2097152 B c= 10 round=1/3 1002.9 req/s +h1 stream httpx_blocking 10240 B c= 10 round=1/3 1543.0 req/s +h1 stream curl_cffi_blocking 10240 B c=150 round=1/3 520.5 req/s +h1 full wreq 65536 B c=150 round=1/3 44709.2 req/s +h1 stream aiohttp 131072 B c=150 round=1/3 4739.7 req/s +h1 full curl_cffi_blocking 2097152 B c= 50 round=1/3 147.7 req/s +h1 stream pyreqwest_st 65536 B c=150 round=1/3 1333.7 req/s +h1 full niquests 2097152 B c= 10 round=1/3 419.7 req/s +h1 full pyreqwest_mt 1024 B c=100 round=1/3 8253.0 req/s +h1 full curl_cffi 2097152 B c=100 round=1/3 360.7 req/s +h1 stream pyreqwest_mt 1024 B c=150 round=1/3 3540.5 req/s +h1 full niquests_blocking 10240 B c= 10 round=1/3 1568.3 req/s +h1 full wreq_blocking 4194304 B c=100 round=1/3 510.8 req/s +h1 stream ry 1024 B c=100 round=1/3 1756.2 req/s +h1 full niquests 4194304 B c=150 round=1/3 221.1 req/s +h1 full pycurl 1024 B c= 10 round=1/3 13364.5 req/s +h1 full wreq_st 131072 B c=100 round=1/3 7773.9 req/s +h1 stream pyreqwest_mt 10240 B c= 50 round=1/3 3263.3 req/s +h1 full niquests_blocking 10240 B c=100 round=1/3 1490.8 req/s +h1 stream pyreqwest_mt 2097152 B c= 10 round=1/3 442.7 req/s +h1 full ry 1024 B c=100 round=1/3 3000.6 req/s +h1 stream pycurl 10240 B c= 10 round=1/3 6881.9 req/s +h1 stream httpx_blocking 131072 B c=150 round=1/3 610.6 req/s +h1 stream curl_cffi_blocking 10240 B c=100 round=1/3 526.2 req/s +h1 stream wreq 10240 B c= 50 round=1/3 25019.1 req/s +h1 full ry_blocking 131072 B c= 50 round=1/3 7585.7 req/s +h1 full niquests_blocking 4194304 B c= 50 round=1/3 53.7 req/s +h1 full ry_blocking 2097152 B c=100 round=1/3 1892.1 req/s +h1 stream pyreqwest_mt 4194304 B c=150 round=1/3 416.3 req/s +h1 stream httpx 1024 B c=100 round=1/3 741.6 req/s +h1 stream ry 131072 B c= 50 round=1/3 1069.2 req/s +h1 stream pyreqwest_st 1048576 B c=100 round=1/3 399.0 req/s +h1 stream curl_cffi 4194304 B c= 10 round=1/3 135.4 req/s +h1 stream pyreqwest_st 1024 B c=100 round=1/3 2476.3 req/s +h1 stream wreq_st 10240 B c=100 round=2/3 18677.6 req/s +h1 full httpx_blocking 10240 B c= 50 round=2/3 1772.2 req/s +h1 stream niquests_blocking 10240 B c= 50 round=2/3 1372.4 req/s +h1 stream ry_blocking 10240 B c=150 round=2/3 4586.9 req/s +h1 stream pyreqwest_mt 1048576 B c= 50 round=2/3 564.9 req/s +h1 full curl_cffi 4194304 B c= 50 round=2/3 187.4 req/s +h1 stream httpx_blocking 10240 B c=150 round=2/3 1449.7 req/s +h1 stream httpx_blocking 2097152 B c=100 round=2/3 82.8 req/s +h1 stream pycurl 131072 B c= 10 round=2/3 1827.2 req/s +h1 full curl_cffi_blocking 4194304 B c=150 round=2/3 88.3 req/s +h1 full ry_blocking 1048576 B c= 50 round=2/3 4077.1 req/s +h1 stream pyreqwest_st 65536 B c=150 round=2/3 1374.6 req/s +h1 full curl_cffi 4194304 B c=150 round=2/3 181.8 req/s +h1 full curl_cffi 4194304 B c=100 round=2/3 173.4 req/s +h1 full httpx_blocking 4194304 B c= 50 round=2/3 49.9 req/s +h1 full niquests_blocking 4194304 B c= 10 round=2/3 54.1 req/s +h1 full httpx_blocking 2097152 B c= 50 round=2/3 96.4 req/s +h1 stream ry 65536 B c=100 round=2/3 1095.9 req/s +h1 full pycurl 4194304 B c= 10 round=2/3 108.4 req/s +h1 full wreq_blocking 65536 B c= 50 round=2/3 3424.3 req/s +h1 stream httpx 2097152 B c=100 round=2/3 126.4 req/s +h1 stream httpx 1024 B c= 50 round=2/3 756.6 req/s +h1 full wreq_st 2097152 B c= 50 round=2/3 597.7 req/s +h1 stream pyreqwest_st 4194304 B c= 50 round=2/3 190.7 req/s +h1 stream pyreqwest_st 1024 B c=100 round=2/3 2380.7 req/s +h1 full httpx_blocking 4194304 B c= 10 round=2/3 49.7 req/s +h1 stream wreq_st 131072 B c=150 round=2/3 3821.6 req/s +h1 stream niquests 1048576 B c=150 round=2/3 502.7 req/s +h1 stream httpx 2097152 B c= 10 round=2/3 251.4 req/s +h1 stream httpx_blocking 131072 B c=100 round=2/3 596.9 req/s +h1 full httpx 2097152 B c= 10 round=2/3 318.5 req/s +h1 full aiohttp 131072 B c= 50 round=2/3 6189.5 req/s +h1 full requests 131072 B c= 50 round=2/3 775.0 req/s +h1 full httpx 131072 B c=100 round=2/3 629.8 req/s +h1 stream niquests_blocking 10240 B c=100 round=2/3 1293.7 req/s +h1 stream aiohttp 131072 B c= 50 round=2/3 4883.8 req/s +h1 stream httpx 1048576 B c= 50 round=2/3 238.4 req/s +h1 stream httpx_blocking 1024 B c= 10 round=2/3 1545.2 req/s +h1 stream curl_cffi_blocking 4194304 B c=150 round=2/3 68.3 req/s +h1 stream pyreqwest_st 10240 B c= 50 round=2/3 2531.2 req/s +h1 stream niquests 2097152 B c= 50 round=2/3 380.2 req/s +h1 stream aiohttp 1048576 B c=100 round=2/3 1074.8 req/s +h1 stream pyreqwest_mt 4194304 B c=150 round=2/3 414.6 req/s +h1 stream niquests_blocking 10240 B c=150 round=2/3 1289.0 req/s +h1 full niquests 10240 B c= 50 round=2/3 2376.3 req/s +h1 full pyreqwest_st 1048576 B c=100 round=2/3 931.6 req/s +h1 full aiohttp 65536 B c=100 round=2/3 7503.5 req/s +h1 stream wreq_blocking 1048576 B c= 50 round=2/3 365.6 req/s +h1 full niquests_blocking 131072 B c=100 round=2/3 774.0 req/s +h1 stream curl_cffi 1048576 B c= 10 round=2/3 428.5 req/s +h1 stream requests 4194304 B c= 50 round=2/3 50.5 req/s +h1 stream ry 131072 B c=100 round=2/3 1077.3 req/s +h1 full niquests 1048576 B c=100 round=2/3 731.2 req/s +h1 full wreq 2097152 B c= 10 round=2/3 2396.8 req/s +h1 stream niquests_blocking 65536 B c=100 round=2/3 784.7 req/s +h1 stream wreq_blocking 2097152 B c= 10 round=2/3 321.2 req/s +h1 full httpx_blocking 131072 B c= 50 round=2/3 842.8 req/s +h1 full wreq 2097152 B c=150 round=2/3 1907.9 req/s +h1 full wreq_st 1048576 B c=100 round=2/3 1011.7 req/s +h1 stream ry 10240 B c= 10 round=2/3 1474.4 req/s +h1 full wreq_blocking 1048576 B c= 10 round=2/3 1591.4 req/s +h1 full curl_cffi_blocking 1048576 B c=100 round=2/3 232.5 req/s +h1 stream pycurl 131072 B c=100 round=2/3 1758.3 req/s +h1 stream httpx 10240 B c=100 round=2/3 738.8 req/s +h1 stream requests 4194304 B c=100 round=2/3 51.3 req/s +h1 stream wreq 65536 B c= 50 round=2/3 19419.3 req/s +h1 stream pycurl 1048576 B c= 50 round=2/3 283.1 req/s +h1 full wreq_blocking 1024 B c= 10 round=2/3 3775.7 req/s +h1 stream wreq_st 65536 B c= 50 round=2/3 6195.8 req/s +h1 full pyreqwest_mt 10240 B c=150 round=2/3 7839.7 req/s +h1 stream ry 10240 B c=100 round=2/3 1755.5 req/s +h1 full aiohttp 131072 B c=100 round=2/3 6659.9 req/s +h1 stream aiohttp 65536 B c=150 round=2/3 5859.1 req/s +h1 full niquests 2097152 B c=100 round=2/3 409.4 req/s +h1 full requests 2097152 B c=100 round=2/3 104.4 req/s +h1 full httpx 1024 B c=100 round=2/3 848.1 req/s +h1 stream httpx 1048576 B c=150 round=2/3 151.6 req/s +h1 stream curl_cffi_blocking 131072 B c=100 round=2/3 433.3 req/s +h1 stream pycurl 10240 B c=150 round=2/3 5702.4 req/s +h1 full ry_blocking 2097152 B c=100 round=2/3 1828.1 req/s +h1 stream wreq 10240 B c=100 round=2/3 25412.1 req/s +h1 full httpx_blocking 1048576 B c=100 round=2/3 180.7 req/s +h1 stream pyreqwest_st 1024 B c=150 round=2/3 2441.9 req/s +h1 stream wreq 10240 B c= 50 round=2/3 26038.1 req/s +h1 full pyreqwest_mt 131072 B c=100 round=2/3 7301.0 req/s +h1 full ry 1024 B c= 50 round=2/3 2952.0 req/s +h1 full pyreqwest_mt 65536 B c=150 round=2/3 7443.2 req/s +h1 full httpx 1048576 B c=150 round=2/3 210.0 req/s +h1 stream wreq 65536 B c=100 round=2/3 19189.7 req/s +h1 stream wreq_st 1024 B c=100 round=2/3 23345.5 req/s +h1 full ry 1048576 B c= 50 round=2/3 1611.0 req/s +h1 stream pyreqwest_mt 65536 B c=150 round=2/3 1869.7 req/s +h1 stream aiohttp 65536 B c= 50 round=2/3 5883.3 req/s +h1 full pycurl 2097152 B c= 50 round=2/3 218.0 req/s +h1 stream curl_cffi_blocking 1048576 B c=100 round=2/3 176.9 req/s +h1 stream ry_blocking 4194304 B c=150 round=2/3 717.8 req/s +h1 stream ry 1024 B c= 50 round=2/3 1663.3 req/s +h1 stream pyreqwest_mt 1048576 B c=100 round=2/3 581.1 req/s +h1 stream pyreqwest_mt 2097152 B c=150 round=2/3 520.6 req/s +h1 stream curl_cffi 1024 B c=100 round=2/3 4378.2 req/s +h1 full pyreqwest_mt 65536 B c= 50 round=2/3 7494.7 req/s +h1 full ry_blocking 1024 B c=150 round=2/3 6605.7 req/s +h1 full ry_blocking 1048576 B c= 10 round=2/3 5008.9 req/s +h1 full pyreqwest_mt 1048576 B c= 50 round=2/3 3465.6 req/s +h1 full aiohttp 4194304 B c= 50 round=2/3 375.4 req/s +h1 stream pycurl 1048576 B c= 10 round=2/3 280.1 req/s +h1 full wreq_st 131072 B c= 50 round=2/3 8415.3 req/s +h1 full wreq_st 10240 B c= 50 round=2/3 40734.5 req/s +h1 stream niquests 1048576 B c= 10 round=2/3 535.1 req/s +h1 stream ry 65536 B c= 10 round=2/3 922.7 req/s +h1 stream pyreqwest_st 65536 B c= 50 round=2/3 1431.3 req/s +h1 full ry_blocking 10240 B c=150 round=2/3 6759.2 req/s +h1 full requests 65536 B c=100 round=2/3 868.6 req/s +h1 full ry_blocking 131072 B c=100 round=2/3 7084.3 req/s +h1 full requests 4194304 B c=150 round=2/3 53.7 req/s +h1 stream wreq 2097152 B c= 50 round=2/3 1979.9 req/s +h1 full niquests_blocking 1024 B c=100 round=2/3 1403.0 req/s +h1 stream ry 131072 B c= 50 round=2/3 1061.2 req/s +h1 stream niquests 131072 B c=100 round=2/3 1401.6 req/s +h1 full niquests 65536 B c= 50 round=2/3 2126.3 req/s +h1 stream requests 65536 B c=150 round=2/3 741.8 req/s +h1 stream niquests 10240 B c= 10 round=2/3 2234.4 req/s +h1 stream pyreqwest_st 1048576 B c=150 round=2/3 392.5 req/s +h1 stream pyreqwest_mt 2097152 B c=100 round=2/3 524.4 req/s +h1 full aiohttp 1048576 B c=100 round=2/3 1326.0 req/s +h1 full curl_cffi 131072 B c=100 round=2/3 3130.4 req/s +h1 full pycurl 65536 B c= 10 round=2/3 4601.1 req/s +h1 full pycurl 131072 B c= 10 round=2/3 2744.5 req/s +h1 stream wreq 1048576 B c= 50 round=2/3 3986.5 req/s +h1 stream ry_blocking 131072 B c= 10 round=2/3 3389.0 req/s +h1 full aiohttp 65536 B c=150 round=2/3 7497.5 req/s +h1 stream httpx_blocking 131072 B c=150 round=2/3 608.8 req/s +h1 stream httpx_blocking 1048576 B c=100 round=2/3 139.5 req/s +h1 full curl_cffi 2097152 B c= 10 round=2/3 348.3 req/s +h1 stream pyreqwest_mt 2097152 B c= 10 round=2/3 438.4 req/s +h1 stream aiohttp 10240 B c=150 round=2/3 7677.8 req/s +h1 full httpx 1048576 B c= 10 round=2/3 516.0 req/s +h1 stream ry_blocking 2097152 B c= 50 round=2/3 1008.1 req/s +h1 stream niquests_blocking 1048576 B c= 10 round=2/3 159.1 req/s +h1 stream curl_cffi_blocking 1024 B c= 10 round=2/3 527.2 req/s +h1 full httpx_blocking 131072 B c= 10 round=2/3 826.2 req/s +h1 full httpx 1024 B c= 10 round=2/3 1601.9 req/s +h1 full curl_cffi_blocking 1024 B c=150 round=2/3 552.4 req/s +h1 stream wreq 4194304 B c=150 round=2/3 864.9 req/s +h1 stream curl_cffi_blocking 4194304 B c=100 round=2/3 65.2 req/s +h1 full wreq 2097152 B c= 50 round=2/3 2022.0 req/s +h1 full ry_blocking 4194304 B c= 10 round=2/3 1056.7 req/s +h1 stream wreq_blocking 10240 B c= 50 round=2/3 561.1 req/s +h1 stream ry_blocking 65536 B c= 50 round=2/3 3337.8 req/s +h1 stream ry 4194304 B c=150 round=2/3 291.7 req/s +h1 stream wreq_blocking 2097152 B c=100 round=2/3 307.9 req/s +h1 full aiohttp 1048576 B c= 10 round=2/3 1488.8 req/s +h1 stream niquests 65536 B c= 50 round=2/3 1778.4 req/s +h1 full wreq_blocking 2097152 B c=100 round=2/3 883.3 req/s +h1 stream pycurl 65536 B c=150 round=2/3 2345.6 req/s +h1 stream requests 65536 B c= 10 round=2/3 779.5 req/s +h1 full niquests 131072 B c= 10 round=2/3 1823.3 req/s +h1 full niquests_blocking 131072 B c= 10 round=2/3 811.9 req/s +h1 full ry 131072 B c=150 round=2/3 2721.8 req/s +h1 full pycurl 1024 B c= 50 round=2/3 11602.1 req/s +h1 full wreq 131072 B c=150 round=2/3 28691.5 req/s +h1 full wreq_st 1048576 B c= 50 round=2/3 1097.6 req/s +h1 stream requests 10240 B c=100 round=2/3 1235.4 req/s +h1 full requests 131072 B c=100 round=2/3 759.4 req/s +h1 full pyreqwest_mt 1048576 B c=100 round=2/3 3191.3 req/s +h1 stream wreq_st 1048576 B c=100 round=2/3 586.8 req/s +h1 full curl_cffi_blocking 1048576 B c= 10 round=2/3 231.9 req/s +h1 stream wreq_st 2097152 B c=100 round=2/3 365.0 req/s +h1 full curl_cffi_blocking 4194304 B c= 50 round=2/3 84.3 req/s +h1 full pyreqwest_st 65536 B c=100 round=2/3 3745.3 req/s +h1 stream curl_cffi_blocking 2097152 B c=150 round=2/3 117.7 req/s +h1 full curl_cffi_blocking 2097152 B c= 50 round=2/3 148.2 req/s +h1 full ry_blocking 2097152 B c= 10 round=2/3 2177.4 req/s +h1 full wreq 10240 B c= 50 round=2/3 84865.6 req/s +h1 stream ry 131072 B c= 10 round=2/3 916.7 req/s +h1 full httpx 131072 B c= 10 round=2/3 1195.4 req/s +h1 stream curl_cffi_blocking 1048576 B c= 50 round=2/3 179.2 req/s +h1 stream httpx 2097152 B c=150 round=2/3 106.8 req/s +h1 full pyreqwest_mt 2097152 B c= 50 round=2/3 1950.8 req/s +h1 full curl_cffi 65536 B c=150 round=2/3 4133.6 req/s +h1 full requests 1048576 B c=100 round=2/3 190.3 req/s +h1 stream requests 1024 B c=100 round=2/3 1257.4 req/s +h1 full wreq 2097152 B c=100 round=2/3 1828.0 req/s +h1 full curl_cffi 10240 B c=100 round=2/3 5603.5 req/s +h1 full curl_cffi 65536 B c= 10 round=2/3 4497.7 req/s +h1 full wreq_st 1024 B c=100 round=2/3 49631.9 req/s +h1 full niquests_blocking 1024 B c= 50 round=2/3 1508.7 req/s +h1 full wreq 1024 B c= 50 round=2/3 91712.9 req/s +h1 full wreq 1048576 B c= 50 round=2/3 4214.6 req/s +h1 stream pyreqwest_mt 4194304 B c=100 round=2/3 421.5 req/s +h1 full curl_cffi_blocking 2097152 B c=150 round=2/3 153.4 req/s +h1 full pycurl 4194304 B c= 50 round=2/3 111.7 req/s +h1 stream wreq_blocking 4194304 B c=100 round=2/3 251.2 req/s +h1 full wreq 1024 B c=100 round=2/3 82533.4 req/s +h1 stream ry_blocking 65536 B c=150 round=2/3 3046.5 req/s +h1 stream wreq_st 10240 B c= 10 round=2/3 14141.5 req/s +h1 stream curl_cffi_blocking 65536 B c=150 round=2/3 457.1 req/s +h1 full niquests 1024 B c=100 round=2/3 2384.2 req/s +h1 full wreq_st 1048576 B c=150 round=2/3 1073.2 req/s +h1 full niquests_blocking 2097152 B c= 50 round=2/3 102.9 req/s +h1 stream niquests 65536 B c=150 round=2/3 1755.6 req/s +h1 stream curl_cffi_blocking 65536 B c= 10 round=2/3 459.8 req/s +h1 full requests 65536 B c= 10 round=2/3 849.5 req/s +h1 stream wreq 2097152 B c=150 round=2/3 1758.8 req/s +h1 stream niquests 10240 B c=150 round=2/3 1905.3 req/s +h1 stream wreq_st 65536 B c=150 round=2/3 5560.3 req/s +h1 stream curl_cffi 65536 B c= 50 round=2/3 2871.3 req/s +h1 full httpx 10240 B c=100 round=2/3 811.7 req/s +h1 stream httpx 131072 B c= 50 round=2/3 471.5 req/s +h1 stream httpx_blocking 2097152 B c= 50 round=2/3 83.4 req/s +h1 full pycurl 1048576 B c= 50 round=2/3 421.7 req/s +h1 stream pycurl 4194304 B c=100 round=2/3 81.8 req/s +h1 stream niquests_blocking 4194304 B c=100 round=2/3 50.7 req/s +h1 full curl_cffi 65536 B c=100 round=2/3 4300.7 req/s +h1 stream aiohttp 65536 B c=100 round=2/3 5614.6 req/s +h1 stream pycurl 2097152 B c=150 round=2/3 157.5 req/s +h1 full pyreqwest_st 1048576 B c=150 round=2/3 957.3 req/s +h1 stream wreq_blocking 65536 B c=150 round=2/3 512.8 req/s +h1 full pyreqwest_mt 2097152 B c= 10 round=2/3 2039.2 req/s +h1 stream ry 2097152 B c= 10 round=2/3 300.2 req/s +h1 stream curl_cffi_blocking 4194304 B c= 50 round=2/3 65.5 req/s +h1 stream wreq 2097152 B c=100 round=2/3 1834.7 req/s +h1 full requests 2097152 B c= 50 round=2/3 103.8 req/s +h1 full pycurl 131072 B c=150 round=2/3 2478.7 req/s +h1 stream wreq_st 2097152 B c=150 round=2/3 354.2 req/s +h1 stream wreq_st 4194304 B c= 10 round=2/3 235.6 req/s +h1 stream curl_cffi_blocking 10240 B c= 50 round=2/3 528.2 req/s +h1 stream aiohttp 131072 B c= 10 round=2/3 4976.9 req/s +h1 full httpx 131072 B c=150 round=2/3 593.7 req/s +h1 full niquests_blocking 4194304 B c=150 round=2/3 53.7 req/s +h1 full pycurl 1024 B c=150 round=2/3 9539.2 req/s +h1 full wreq 131072 B c= 50 round=2/3 36964.0 req/s +h1 stream wreq_blocking 65536 B c= 10 round=2/3 525.7 req/s +h1 full niquests_blocking 131072 B c= 50 round=2/3 786.7 req/s +h1 full niquests 1024 B c=150 round=2/3 2422.1 req/s +h1 stream niquests_blocking 1024 B c=150 round=2/3 1291.7 req/s +h1 stream requests 1048576 B c=100 round=2/3 157.4 req/s +h1 full requests 10240 B c= 10 round=2/3 1481.8 req/s +h1 stream ry 1048576 B c=150 round=2/3 402.4 req/s +h1 full curl_cffi_blocking 4194304 B c= 10 round=2/3 86.2 req/s +h1 full wreq_st 131072 B c= 10 round=2/3 9872.1 req/s +h1 full curl_cffi_blocking 10240 B c=150 round=2/3 545.5 req/s +h1 full wreq_blocking 131072 B c= 50 round=2/3 3349.5 req/s +h1 full wreq 65536 B c=150 round=2/3 50295.9 req/s +h1 stream niquests_blocking 65536 B c= 50 round=2/3 795.3 req/s +h1 stream httpx 1024 B c=100 round=2/3 733.2 req/s +h1 stream ry 2097152 B c=150 round=2/3 356.3 req/s +h1 full aiohttp 2097152 B c=100 round=2/3 678.3 req/s +h1 stream wreq_blocking 2097152 B c= 50 round=2/3 322.0 req/s +h1 stream niquests_blocking 65536 B c= 10 round=2/3 755.6 req/s +h1 full requests 10240 B c=150 round=2/3 1354.4 req/s +h1 full wreq_blocking 4194304 B c=100 round=2/3 501.7 req/s +h1 stream pyreqwest_st 1024 B c= 10 round=2/3 2511.4 req/s +h1 stream httpx 10240 B c=150 round=2/3 714.6 req/s +h1 full niquests 65536 B c= 10 round=2/3 2113.3 req/s +h1 full pyreqwest_mt 1024 B c=100 round=2/3 8044.7 req/s +h1 full curl_cffi 131072 B c= 10 round=2/3 2954.7 req/s +h1 stream wreq 1048576 B c= 10 round=2/3 3972.9 req/s +h1 full requests 1024 B c= 10 round=2/3 1479.8 req/s +h1 stream wreq 131072 B c= 50 round=2/3 21507.5 req/s +h1 full pyreqwest_mt 65536 B c=100 round=2/3 7736.2 req/s +h1 stream curl_cffi_blocking 10240 B c=100 round=2/3 527.4 req/s +h1 full wreq 10240 B c=100 round=2/3 81715.9 req/s +h1 stream wreq_st 1024 B c= 10 round=2/3 14005.0 req/s +h1 stream ry_blocking 65536 B c=100 round=2/3 3128.2 req/s +h1 stream httpx_blocking 4194304 B c= 10 round=2/3 45.2 req/s +h1 full niquests 10240 B c= 10 round=2/3 2355.7 req/s +h1 stream wreq_st 1048576 B c=150 round=2/3 584.9 req/s +h1 full wreq_blocking 10240 B c=150 round=2/3 3306.2 req/s +h1 full niquests_blocking 65536 B c=150 round=2/3 991.1 req/s +h1 stream niquests 1024 B c=150 round=2/3 2223.1 req/s +h1 stream aiohttp 10240 B c= 50 round=2/3 7365.9 req/s +h1 full pyreqwest_mt 131072 B c= 10 round=2/3 6484.8 req/s +h1 full aiohttp 1024 B c=100 round=2/3 8936.2 req/s +h1 stream httpx_blocking 10240 B c= 10 round=2/3 1521.8 req/s +h1 full httpx 65536 B c=100 round=2/3 753.9 req/s +h1 full pyreqwest_st 1048576 B c= 10 round=2/3 1080.4 req/s +h1 stream ry_blocking 10240 B c= 50 round=2/3 5222.4 req/s +h1 full niquests_blocking 4194304 B c=100 round=2/3 54.5 req/s +h1 stream niquests_blocking 131072 B c=100 round=2/3 635.0 req/s +h1 stream niquests 65536 B c=100 round=2/3 1730.9 req/s +h1 full wreq_blocking 131072 B c=100 round=2/3 3221.9 req/s +h1 stream httpx_blocking 1048576 B c= 10 round=2/3 140.0 req/s +h1 full httpx 10240 B c=150 round=2/3 840.6 req/s +h1 stream wreq_st 131072 B c= 10 round=2/3 4825.7 req/s +h1 stream curl_cffi 131072 B c=150 round=2/3 2112.8 req/s +h1 full ry 65536 B c=150 round=2/3 2842.8 req/s +h1 stream pyreqwest_st 4194304 B c=100 round=2/3 182.4 req/s +h1 stream httpx_blocking 65536 B c=150 round=2/3 752.7 req/s +h1 stream wreq_st 1048576 B c= 10 round=2/3 674.8 req/s +h1 stream httpx_blocking 1024 B c=150 round=2/3 1446.3 req/s +h1 full httpx 65536 B c= 10 round=2/3 1334.4 req/s +h1 full wreq_blocking 65536 B c=150 round=2/3 3079.1 req/s +h1 stream niquests 65536 B c= 10 round=2/3 1806.3 req/s +h1 stream ry_blocking 65536 B c= 10 round=2/3 3430.7 req/s +h1 stream ry 4194304 B c=100 round=2/3 292.0 req/s +h1 stream httpx 10240 B c= 50 round=2/3 758.1 req/s +h1 full pycurl 1024 B c= 10 round=2/3 13521.4 req/s +h1 full niquests 1048576 B c= 10 round=2/3 648.0 req/s +h1 full ry 2097152 B c=100 round=2/3 1009.1 req/s +h1 stream curl_cffi 4194304 B c=100 round=2/3 132.4 req/s +h1 full requests 1048576 B c=150 round=2/3 190.8 req/s +h1 full pycurl 65536 B c= 50 round=2/3 4288.5 req/s +h1 stream ry 10240 B c=150 round=2/3 1760.3 req/s +h1 full wreq_blocking 65536 B c= 10 round=2/3 3482.3 req/s +h1 full curl_cffi 10240 B c= 10 round=2/3 5883.6 req/s +h1 full httpx_blocking 131072 B c=100 round=2/3 827.7 req/s +h1 stream aiohttp 4194304 B c=150 round=2/3 342.2 req/s +h1 full niquests 2097152 B c=150 round=2/3 436.3 req/s +h1 stream wreq 1024 B c= 10 round=2/3 16712.6 req/s +h1 stream requests 131072 B c= 10 round=2/3 653.2 req/s +h1 full httpx_blocking 1024 B c= 50 round=2/3 1794.8 req/s +h1 full wreq_st 1024 B c=150 round=2/3 46805.1 req/s +h1 stream aiohttp 4194304 B c=100 round=2/3 413.9 req/s +h1 stream aiohttp 131072 B c=150 round=2/3 4270.8 req/s +h1 stream httpx_blocking 4194304 B c=150 round=2/3 46.9 req/s +h1 full wreq 1048576 B c=150 round=2/3 3895.2 req/s +h1 stream curl_cffi_blocking 2097152 B c= 10 round=2/3 115.2 req/s +h1 full pyreqwest_mt 1024 B c= 10 round=2/3 7028.2 req/s +h1 stream pyreqwest_mt 10240 B c=150 round=2/3 3542.1 req/s +h1 full pyreqwest_st 131072 B c=150 round=2/3 3236.0 req/s +h1 stream curl_cffi_blocking 65536 B c=100 round=2/3 460.7 req/s +h1 full wreq 131072 B c=100 round=2/3 32723.4 req/s +h1 stream wreq 1024 B c= 50 round=2/3 24701.4 req/s +h1 full pyreqwest_st 4194304 B c= 10 round=2/3 321.0 req/s +h1 stream wreq 65536 B c= 10 round=2/3 11410.2 req/s +h1 stream curl_cffi 65536 B c=150 round=2/3 2531.3 req/s +h1 full niquests 131072 B c=100 round=2/3 1764.4 req/s +h1 stream curl_cffi_blocking 65536 B c= 50 round=2/3 463.6 req/s +h1 stream niquests_blocking 4194304 B c=150 round=2/3 50.1 req/s +h1 full niquests_blocking 2097152 B c=150 round=2/3 102.6 req/s +h1 stream ry_blocking 131072 B c=100 round=2/3 3050.6 req/s +h1 stream ry_blocking 4194304 B c=100 round=2/3 737.1 req/s +h1 stream pycurl 65536 B c= 10 round=2/3 2485.9 req/s +h1 stream requests 1024 B c=150 round=2/3 1230.7 req/s +h1 full ry 2097152 B c=150 round=2/3 989.6 req/s +h1 full niquests 4194304 B c= 50 round=2/3 223.8 req/s +h1 stream ry_blocking 131072 B c=150 round=2/3 2965.7 req/s +h1 full aiohttp 1024 B c=150 round=2/3 9071.1 req/s +h1 full wreq_blocking 1048576 B c= 50 round=2/3 1542.2 req/s +h1 full pycurl 10240 B c=150 round=2/3 9327.0 req/s +h1 stream pyreqwest_mt 131072 B c=100 round=2/3 1799.5 req/s +h1 full aiohttp 131072 B c=150 round=2/3 6374.4 req/s +h1 full aiohttp 4194304 B c= 10 round=2/3 388.0 req/s +h1 stream pyreqwest_mt 1024 B c=100 round=2/3 3527.3 req/s +h1 full pyreqwest_st 65536 B c=150 round=2/3 3686.9 req/s +h1 full wreq_blocking 2097152 B c= 50 round=2/3 947.4 req/s +h1 stream httpx 2097152 B c= 50 round=2/3 199.9 req/s +h1 stream httpx_blocking 1048576 B c=150 round=2/3 141.7 req/s +h1 full niquests 4194304 B c=150 round=2/3 223.2 req/s +h1 full pycurl 1048576 B c=100 round=2/3 414.3 req/s +h1 full pyreqwest_mt 4194304 B c=100 round=2/3 887.1 req/s +h1 full pyreqwest_st 65536 B c= 50 round=2/3 3739.0 req/s +h1 full curl_cffi_blocking 1024 B c= 10 round=2/3 555.0 req/s +h1 stream wreq 1048576 B c=150 round=2/3 3562.1 req/s +h1 full httpx_blocking 4194304 B c=100 round=2/3 49.5 req/s +h1 stream ry_blocking 4194304 B c= 10 round=2/3 1017.0 req/s +h1 full ry 1048576 B c= 10 round=2/3 1455.7 req/s +h1 stream niquests_blocking 1048576 B c= 50 round=2/3 158.1 req/s +h1 stream httpx_blocking 131072 B c= 10 round=2/3 636.2 req/s +h1 stream ry 2097152 B c=100 round=2/3 350.6 req/s +h1 stream pycurl 10240 B c=100 round=2/3 5940.5 req/s +h1 full httpx_blocking 65536 B c= 10 round=2/3 1114.9 req/s +h1 full pyreqwest_st 1024 B c= 10 round=2/3 4326.1 req/s +h1 full niquests_blocking 2097152 B c=100 round=2/3 103.7 req/s +h1 full curl_cffi_blocking 131072 B c= 50 round=2/3 478.0 req/s +h1 full pyreqwest_mt 131072 B c= 50 round=2/3 7681.5 req/s +h1 full niquests 4194304 B c= 10 round=2/3 215.6 req/s +h1 stream ry 1048576 B c= 50 round=2/3 393.8 req/s +h1 full httpx 1024 B c=150 round=2/3 834.6 req/s +h1 stream pyreqwest_mt 1024 B c=150 round=2/3 3600.9 req/s +h1 stream wreq_st 131072 B c= 50 round=2/3 4789.2 req/s +h1 full pyreqwest_mt 131072 B c=150 round=2/3 7343.3 req/s +h1 stream pyreqwest_mt 10240 B c= 50 round=2/3 3400.5 req/s +h1 full niquests 1048576 B c=150 round=2/3 693.8 req/s +h1 full aiohttp 1024 B c= 50 round=2/3 8401.0 req/s +h1 stream aiohttp 131072 B c=100 round=2/3 4531.1 req/s +h1 stream niquests_blocking 131072 B c= 10 round=2/3 668.1 req/s +h1 full wreq_blocking 1048576 B c=100 round=2/3 1459.6 req/s +h1 full wreq_st 65536 B c= 10 round=2/3 15092.6 req/s +h1 stream requests 10240 B c= 10 round=2/3 1310.2 req/s +h1 full niquests_blocking 65536 B c=100 round=2/3 924.7 req/s +h1 stream pycurl 131072 B c= 50 round=2/3 1817.8 req/s +h1 full curl_cffi_blocking 2097152 B c= 10 round=2/3 148.6 req/s +h1 full aiohttp 65536 B c= 50 round=2/3 7864.3 req/s +h1 full pyreqwest_mt 4194304 B c= 50 round=2/3 915.3 req/s +h1 full ry_blocking 65536 B c=100 round=2/3 6539.3 req/s +h1 full ry 10240 B c=100 round=2/3 2940.2 req/s +h1 full curl_cffi_blocking 1048576 B c= 50 round=2/3 233.3 req/s +h1 full pycurl 4194304 B c=100 round=2/3 110.6 req/s +h1 full pycurl 10240 B c=100 round=2/3 10331.6 req/s +h1 stream curl_cffi 1048576 B c=100 round=2/3 452.9 req/s +h1 stream curl_cffi 1048576 B c= 50 round=2/3 461.4 req/s +h1 stream httpx 65536 B c= 10 round=2/3 1210.4 req/s +h1 stream pyreqwest_st 1048576 B c= 50 round=2/3 390.8 req/s +h1 stream ry 4194304 B c= 50 round=2/3 285.7 req/s +h1 stream httpx 1024 B c= 10 round=2/3 1389.4 req/s +h1 full curl_cffi_blocking 10240 B c= 10 round=2/3 560.5 req/s +h1 full curl_cffi 1048576 B c= 10 round=2/3 672.2 req/s +h1 stream wreq_blocking 2097152 B c=150 round=2/3 318.0 req/s +h1 full wreq_blocking 131072 B c= 10 round=2/3 3418.6 req/s +h1 full ry_blocking 10240 B c=100 round=2/3 7463.8 req/s +h1 stream httpx_blocking 131072 B c= 50 round=2/3 627.9 req/s +h1 full niquests 65536 B c=150 round=2/3 2067.0 req/s +h1 full niquests 2097152 B c= 50 round=2/3 422.6 req/s +h1 stream aiohttp 65536 B c= 10 round=2/3 5238.8 req/s +h1 full wreq_st 2097152 B c=100 round=2/3 588.0 req/s +h1 full wreq_st 65536 B c=100 round=2/3 18928.5 req/s +h1 full pyreqwest_st 2097152 B c= 10 round=2/3 539.3 req/s +h1 stream httpx 65536 B c= 50 round=2/3 527.2 req/s +h1 full pyreqwest_mt 4194304 B c= 10 round=2/3 1001.3 req/s +h1 full pyreqwest_st 4194304 B c= 50 round=2/3 320.9 req/s +h1 stream httpx_blocking 65536 B c= 50 round=2/3 764.2 req/s +h1 full httpx 4194304 B c=150 round=2/3 80.2 req/s +h1 stream aiohttp 1024 B c=150 round=2/3 8093.2 req/s +h1 stream wreq 131072 B c=150 round=2/3 17245.3 req/s +h1 full ry 4194304 B c= 10 round=2/3 565.2 req/s +h1 stream niquests 2097152 B c=150 round=2/3 376.4 req/s +h1 full requests 65536 B c=150 round=2/3 938.5 req/s +h1 full aiohttp 2097152 B c=150 round=2/3 677.2 req/s +h1 full pyreqwest_st 65536 B c= 10 round=2/3 3850.7 req/s +h1 full pyreqwest_mt 10240 B c= 50 round=2/3 7712.6 req/s +h1 stream niquests_blocking 4194304 B c= 50 round=2/3 50.2 req/s +h1 full ry 10240 B c= 10 round=2/3 2538.2 req/s +h1 full curl_cffi_blocking 65536 B c=150 round=2/3 509.6 req/s +h1 full httpx_blocking 65536 B c=150 round=2/3 1102.0 req/s +h1 stream aiohttp 1048576 B c= 50 round=2/3 923.6 req/s +h1 full pyreqwest_mt 4194304 B c=150 round=2/3 819.8 req/s +h1 stream curl_cffi 4194304 B c= 10 round=2/3 131.5 req/s +h1 full wreq 65536 B c= 50 round=2/3 51180.7 req/s +h1 full wreq_blocking 1048576 B c=150 round=2/3 1365.7 req/s +h1 full wreq_st 65536 B c=150 round=2/3 15635.2 req/s +h1 stream aiohttp 1024 B c= 10 round=2/3 7187.4 req/s +h1 stream pyreqwest_st 1048576 B c= 10 round=2/3 382.7 req/s +h1 stream ry_blocking 1048576 B c=100 round=2/3 1160.2 req/s +h1 stream ry_blocking 10240 B c= 10 round=2/3 5255.1 req/s +h1 full pycurl 65536 B c=150 round=2/3 3789.5 req/s +h1 stream pycurl 10240 B c= 10 round=2/3 6627.1 req/s +h1 full ry_blocking 131072 B c=150 round=2/3 6326.1 req/s +h1 stream wreq_st 1024 B c= 50 round=2/3 20819.9 req/s +h1 stream httpx_blocking 65536 B c=100 round=2/3 726.5 req/s +h1 stream niquests 10240 B c= 50 round=2/3 2067.1 req/s +h1 stream ry_blocking 1048576 B c= 50 round=2/3 1170.1 req/s +h1 full aiohttp 1048576 B c= 50 round=2/3 1468.6 req/s +h1 full ry_blocking 65536 B c= 10 round=2/3 8951.0 req/s +h1 stream pyreqwest_st 131072 B c=100 round=2/3 1289.1 req/s +h1 stream curl_cffi 1024 B c=150 round=2/3 3951.6 req/s +h1 stream pyreqwest_mt 131072 B c= 50 round=2/3 1659.3 req/s +h1 stream requests 2097152 B c= 50 round=2/3 91.9 req/s +h1 full requests 1024 B c= 50 round=2/3 1449.9 req/s +h1 stream niquests_blocking 1024 B c=100 round=2/3 1313.4 req/s +h1 stream ry 65536 B c=150 round=2/3 1094.9 req/s +h1 stream niquests_blocking 10240 B c= 10 round=2/3 1435.7 req/s +h1 full niquests_blocking 10240 B c= 10 round=2/3 1598.1 req/s +h1 stream requests 131072 B c= 50 round=2/3 638.1 req/s +h1 full httpx 4194304 B c= 50 round=2/3 139.7 req/s +h1 full pycurl 131072 B c=100 round=2/3 2546.7 req/s +h1 stream wreq 4194304 B c=100 round=2/3 902.6 req/s +h1 stream niquests 1048576 B c=100 round=2/3 536.4 req/s +h1 stream wreq_blocking 1024 B c= 10 round=2/3 564.0 req/s +h1 stream pycurl 2097152 B c= 10 round=2/3 153.8 req/s +h1 stream httpx 1024 B c=150 round=2/3 688.5 req/s +h1 stream aiohttp 1024 B c=100 round=2/3 8092.8 req/s +h1 stream pyreqwest_mt 2097152 B c= 50 round=2/3 504.0 req/s +h1 stream wreq_st 10240 B c=150 round=2/3 15357.0 req/s +h1 stream pyreqwest_st 4194304 B c= 10 round=2/3 189.8 req/s +h1 full ry_blocking 4194304 B c=150 round=2/3 861.7 req/s +h1 stream httpx_blocking 1024 B c=100 round=2/3 1445.8 req/s +h1 full aiohttp 10240 B c=150 round=2/3 8312.8 req/s +h1 stream pyreqwest_mt 10240 B c= 10 round=2/3 2783.3 req/s +h1 full requests 10240 B c= 50 round=2/3 1293.3 req/s +h1 full ry 65536 B c= 50 round=2/3 2774.4 req/s +h1 full aiohttp 10240 B c=100 round=2/3 8883.2 req/s +h1 full ry 10240 B c=150 round=2/3 2993.3 req/s +h1 stream curl_cffi 131072 B c=100 round=2/3 2128.9 req/s +h1 stream wreq_st 4194304 B c=100 round=2/3 207.3 req/s +h1 stream requests 2097152 B c=150 round=2/3 93.3 req/s +h1 full ry 1024 B c=100 round=2/3 2954.1 req/s +h1 full niquests_blocking 1024 B c=150 round=2/3 1440.0 req/s +h1 stream niquests_blocking 131072 B c= 50 round=2/3 612.4 req/s +h1 stream pycurl 1048576 B c=100 round=2/3 276.5 req/s +h1 full pyreqwest_mt 65536 B c= 10 round=2/3 6845.2 req/s +h1 full pyreqwest_st 1024 B c=150 round=2/3 4188.3 req/s +h1 stream wreq_st 4194304 B c=150 round=2/3 191.5 req/s +h1 full pyreqwest_st 10240 B c=150 round=2/3 4329.6 req/s +h1 full pycurl 65536 B c=100 round=2/3 4137.1 req/s +h1 stream curl_cffi_blocking 2097152 B c= 50 round=2/3 114.1 req/s +h1 full httpx_blocking 10240 B c=150 round=2/3 1692.2 req/s +h1 full wreq_st 10240 B c=100 round=2/3 45131.4 req/s +h1 stream wreq 65536 B c=150 round=2/3 19356.2 req/s +h1 stream wreq 10240 B c=150 round=2/3 24019.5 req/s +h1 stream pycurl 4194304 B c= 50 round=2/3 82.7 req/s +h1 stream pyreqwest_st 65536 B c= 10 round=2/3 1457.0 req/s +h1 full pyreqwest_mt 2097152 B c=150 round=2/3 1800.2 req/s +h1 full niquests 4194304 B c=100 round=2/3 228.5 req/s +h1 full aiohttp 2097152 B c= 50 round=2/3 791.5 req/s +h1 stream aiohttp 1048576 B c=150 round=2/3 1069.5 req/s +h1 full requests 131072 B c= 10 round=2/3 802.1 req/s +h1 stream curl_cffi_blocking 2097152 B c=100 round=2/3 112.2 req/s +h1 full aiohttp 2097152 B c= 10 round=2/3 818.5 req/s +h1 full pyreqwest_st 4194304 B c=100 round=2/3 310.8 req/s +h1 full curl_cffi 1024 B c= 50 round=2/3 6512.0 req/s +h1 full curl_cffi 1048576 B c=150 round=2/3 658.4 req/s +h1 stream curl_cffi 10240 B c= 50 round=2/3 4252.4 req/s +h1 stream requests 1048576 B c= 50 round=2/3 154.3 req/s +h1 stream pyreqwest_mt 65536 B c= 10 round=2/3 1478.7 req/s +h1 stream httpx 65536 B c=100 round=2/3 464.9 req/s +h1 full curl_cffi_blocking 2097152 B c=100 round=2/3 146.2 req/s +h1 stream niquests_blocking 2097152 B c=150 round=2/3 91.2 req/s +h1 stream wreq 131072 B c= 10 round=2/3 11909.1 req/s +h1 full curl_cffi 2097152 B c=100 round=2/3 359.4 req/s +h1 full curl_cffi_blocking 1024 B c= 50 round=2/3 560.0 req/s +h1 stream curl_cffi 65536 B c=100 round=2/3 2619.9 req/s +h1 stream aiohttp 2097152 B c= 10 round=2/3 771.9 req/s +h1 full aiohttp 10240 B c= 50 round=2/3 8349.6 req/s +h1 stream curl_cffi_blocking 1048576 B c=150 round=2/3 182.9 req/s +h1 full wreq_st 4194304 B c= 10 round=2/3 333.8 req/s +h1 full aiohttp 1048576 B c=150 round=2/3 1235.1 req/s +h1 full wreq_blocking 10240 B c=100 round=2/3 3466.0 req/s +h1 stream curl_cffi_blocking 4194304 B c= 10 round=2/3 67.7 req/s +h1 full niquests 10240 B c=100 round=2/3 2341.4 req/s +h1 full httpx_blocking 1048576 B c= 10 round=2/3 179.8 req/s +h1 stream niquests_blocking 2097152 B c= 10 round=2/3 92.8 req/s +h1 full pyreqwest_mt 10240 B c= 10 round=2/3 6968.6 req/s +h1 full ry 1024 B c= 10 round=2/3 2529.1 req/s +h1 full aiohttp 4194304 B c=100 round=2/3 379.7 req/s +h1 full ry_blocking 2097152 B c= 50 round=2/3 1999.9 req/s +h1 stream httpx_blocking 2097152 B c= 10 round=2/3 82.4 req/s +h1 stream pyreqwest_mt 10240 B c=100 round=2/3 3508.7 req/s +h1 full httpx_blocking 65536 B c=100 round=2/3 1120.1 req/s +h1 stream wreq 4194304 B c= 10 round=2/3 1051.6 req/s +h1 full niquests 1024 B c= 50 round=2/3 2357.6 req/s +h1 stream wreq_blocking 1048576 B c= 10 round=2/3 366.5 req/s +h1 stream httpx 4194304 B c=150 round=2/3 75.5 req/s +h1 full wreq_blocking 10240 B c= 10 round=2/3 3820.0 req/s +h1 stream ry 1024 B c= 10 round=2/3 1498.4 req/s +h1 stream wreq_st 2097152 B c= 50 round=2/3 386.8 req/s +h1 full pyreqwest_mt 1048576 B c=150 round=2/3 2951.9 req/s +h1 stream niquests 4194304 B c= 10 round=2/3 212.2 req/s +h1 stream wreq_blocking 1048576 B c=150 round=2/3 362.3 req/s +h1 full aiohttp 10240 B c= 10 round=2/3 7937.4 req/s +h1 full wreq_st 2097152 B c= 10 round=2/3 588.9 req/s +h1 stream curl_cffi 2097152 B c=100 round=2/3 248.3 req/s +h1 full httpx 4194304 B c= 10 round=2/3 173.9 req/s +h1 stream wreq_blocking 65536 B c=100 round=2/3 520.1 req/s +h1 stream curl_cffi_blocking 1024 B c=150 round=2/3 524.0 req/s +h1 full pyreqwest_st 131072 B c=100 round=2/3 3251.5 req/s +h1 full wreq_st 4194304 B c= 50 round=2/3 311.9 req/s +h1 full wreq_blocking 4194304 B c=150 round=2/3 498.4 req/s +h1 full pycurl 1024 B c=100 round=2/3 9791.0 req/s +h1 full wreq_st 1048576 B c= 10 round=2/3 1128.9 req/s +h1 stream pycurl 4194304 B c= 10 round=2/3 80.7 req/s +h1 full httpx 1024 B c= 50 round=2/3 874.0 req/s +h1 full wreq_st 1024 B c= 50 round=2/3 46729.4 req/s +h1 full ry_blocking 65536 B c= 50 round=2/3 7838.5 req/s +h1 full httpx_blocking 1048576 B c= 50 round=2/3 181.8 req/s +h1 stream ry 10240 B c= 50 round=2/3 1708.0 req/s +h1 stream ry_blocking 2097152 B c= 10 round=2/3 1189.5 req/s +h1 stream requests 65536 B c= 50 round=2/3 770.0 req/s +h1 full wreq_blocking 131072 B c=150 round=2/3 3075.2 req/s +h1 stream ry_blocking 1048576 B c= 10 round=2/3 1183.4 req/s +h1 stream requests 1048576 B c= 10 round=2/3 157.0 req/s +h1 full ry 4194304 B c=150 round=2/3 591.0 req/s +h1 stream wreq_blocking 1048576 B c=100 round=2/3 360.3 req/s +h1 full pycurl 131072 B c= 50 round=2/3 2678.0 req/s +h1 stream curl_cffi 1048576 B c=150 round=2/3 456.4 req/s +h1 full httpx 131072 B c= 50 round=2/3 638.8 req/s +h1 stream wreq 1024 B c=100 round=2/3 22922.8 req/s +h1 full httpx 2097152 B c= 50 round=2/3 209.3 req/s +h1 full ry_blocking 1048576 B c=150 round=2/3 3388.4 req/s +h1 stream wreq_st 4194304 B c= 50 round=2/3 211.3 req/s +h1 full ry_blocking 1024 B c= 10 round=2/3 8875.5 req/s +h1 full niquests_blocking 1024 B c= 10 round=2/3 1555.1 req/s +h1 full niquests_blocking 1048576 B c= 50 round=2/3 191.2 req/s +h1 stream wreq_st 131072 B c=100 round=2/3 4431.4 req/s +h1 full curl_cffi_blocking 1024 B c=100 round=2/3 555.6 req/s +h1 full pyreqwest_st 131072 B c= 50 round=2/3 3246.7 req/s +h1 full ry 1048576 B c=100 round=2/3 1633.3 req/s +h1 stream wreq 4194304 B c= 50 round=2/3 1045.5 req/s +h1 stream pyreqwest_mt 131072 B c=150 round=2/3 1808.4 req/s +h1 stream requests 131072 B c=150 round=2/3 584.1 req/s +h1 stream wreq_st 65536 B c= 10 round=2/3 7237.5 req/s +h1 full wreq_st 1024 B c= 10 round=2/3 26869.8 req/s +h1 full wreq_blocking 1024 B c= 50 round=2/3 3639.3 req/s +h1 stream aiohttp 4194304 B c= 50 round=2/3 424.0 req/s +h1 full ry 10240 B c= 50 round=2/3 2851.1 req/s +h1 full wreq 4194304 B c=150 round=2/3 873.9 req/s +h1 stream curl_cffi 2097152 B c= 10 round=2/3 249.9 req/s +h1 stream wreq_blocking 65536 B c= 50 round=2/3 523.6 req/s +h1 stream wreq_blocking 10240 B c=150 round=2/3 547.4 req/s +h1 stream wreq_blocking 10240 B c=100 round=2/3 555.3 req/s +h1 stream requests 2097152 B c=100 round=2/3 93.5 req/s +h1 full niquests_blocking 10240 B c=100 round=2/3 1483.4 req/s +h1 stream httpx_blocking 2097152 B c=150 round=2/3 84.9 req/s +h1 full pyreqwest_st 2097152 B c=100 round=2/3 567.8 req/s +h1 full ry 131072 B c= 10 round=2/3 2570.5 req/s +h1 full pycurl 2097152 B c=150 round=2/3 214.6 req/s +h1 stream pyreqwest_st 2097152 B c=100 round=2/3 290.9 req/s +h1 full ry_blocking 10240 B c= 10 round=2/3 8874.3 req/s +h1 full wreq 4194304 B c=100 round=2/3 948.1 req/s +h1 full curl_cffi_blocking 10240 B c= 50 round=2/3 560.4 req/s +h1 stream curl_cffi 2097152 B c=150 round=2/3 236.5 req/s +h1 full pyreqwest_st 1024 B c=100 round=2/3 4243.2 req/s +h1 full requests 4194304 B c= 50 round=2/3 54.1 req/s +h1 stream niquests 1024 B c= 50 round=2/3 2217.9 req/s +h1 full curl_cffi 2097152 B c= 50 round=2/3 352.4 req/s +h1 stream wreq_blocking 1024 B c= 50 round=2/3 558.2 req/s +h1 stream pyreqwest_st 131072 B c= 50 round=2/3 1335.4 req/s +h1 full httpx_blocking 2097152 B c= 10 round=2/3 94.0 req/s +h1 full curl_cffi 131072 B c=150 round=2/3 3044.8 req/s +h1 stream niquests 131072 B c= 50 round=2/3 1449.0 req/s +h1 full wreq_blocking 2097152 B c=150 round=2/3 875.2 req/s +h1 full aiohttp 4194304 B c=150 round=2/3 356.8 req/s +h1 full wreq_st 10240 B c=150 round=2/3 38950.9 req/s +h1 full pyreqwest_st 10240 B c= 50 round=2/3 4368.9 req/s +h1 stream wreq_st 1048576 B c= 50 round=2/3 632.8 req/s +h1 stream httpx 10240 B c= 10 round=2/3 1282.8 req/s +h1 full pycurl 4194304 B c=150 round=2/3 108.3 req/s +h1 stream wreq_blocking 131072 B c= 10 round=2/3 521.3 req/s +h1 full pyreqwest_mt 1024 B c= 50 round=2/3 7959.8 req/s +h1 stream pyreqwest_st 65536 B c=100 round=2/3 1364.9 req/s +h1 full requests 4194304 B c= 10 round=2/3 54.3 req/s +h1 stream curl_cffi 131072 B c= 10 round=2/3 2122.7 req/s +h1 full ry_blocking 1024 B c= 50 round=2/3 7795.3 req/s +h1 full ry_blocking 65536 B c=150 round=2/3 6757.3 req/s +h1 full curl_cffi 1024 B c= 10 round=2/3 5863.3 req/s +h1 stream requests 131072 B c=100 round=2/3 615.5 req/s +h1 full httpx 2097152 B c=100 round=2/3 149.8 req/s +h1 full niquests 131072 B c=150 round=2/3 1787.6 req/s +h1 stream pycurl 1024 B c=100 round=2/3 6092.6 req/s +h1 stream niquests_blocking 131072 B c=150 round=2/3 625.7 req/s +h1 stream curl_cffi 2097152 B c= 50 round=2/3 252.6 req/s +h1 stream pyreqwest_st 1024 B c= 50 round=2/3 2444.2 req/s +h1 stream pycurl 1024 B c= 10 round=2/3 6901.5 req/s +h1 full wreq_st 65536 B c= 50 round=2/3 19665.8 req/s +h1 stream wreq_st 10240 B c= 50 round=2/3 18968.6 req/s +h1 stream requests 1024 B c= 50 round=2/3 1297.4 req/s +h1 stream wreq 131072 B c=100 round=2/3 15947.6 req/s +h1 full curl_cffi_blocking 131072 B c=100 round=2/3 468.8 req/s +h1 stream httpx_blocking 10240 B c=100 round=2/3 1470.6 req/s +h1 full requests 131072 B c=150 round=2/3 752.2 req/s +h1 stream httpx_blocking 4194304 B c= 50 round=2/3 45.6 req/s +h1 stream pyreqwest_st 2097152 B c=150 round=2/3 285.0 req/s +h1 stream ry_blocking 131072 B c= 50 round=2/3 3212.7 req/s +h1 stream curl_cffi 10240 B c=150 round=2/3 4367.6 req/s +h1 stream pycurl 1024 B c= 50 round=2/3 6625.2 req/s +h1 stream curl_cffi 65536 B c= 10 round=2/3 2549.6 req/s +h1 full wreq 65536 B c= 10 round=2/3 23218.8 req/s +h1 full ry 65536 B c=100 round=2/3 2819.4 req/s +h1 stream wreq_st 2097152 B c= 10 round=2/3 394.2 req/s +h1 stream niquests_blocking 1024 B c= 50 round=2/3 1397.3 req/s +h1 full httpx_blocking 2097152 B c=100 round=2/3 95.3 req/s +h1 full ry 4194304 B c=100 round=2/3 623.5 req/s +h1 full requests 10240 B c=100 round=2/3 1330.5 req/s +h1 full pyreqwest_st 4194304 B c=150 round=2/3 315.0 req/s +h1 full requests 1024 B c=150 round=2/3 1349.0 req/s +h1 full niquests 2097152 B c= 10 round=2/3 421.0 req/s +h1 full httpx 65536 B c=150 round=2/3 722.2 req/s +h1 full requests 1024 B c=100 round=2/3 1377.6 req/s +h1 full curl_cffi 2097152 B c=150 round=2/3 341.0 req/s +h1 stream aiohttp 4194304 B c= 10 round=2/3 400.7 req/s +h1 full niquests_blocking 131072 B c=150 round=2/3 773.2 req/s +h1 full httpx_blocking 131072 B c=150 round=2/3 817.8 req/s +h1 stream aiohttp 1024 B c= 50 round=2/3 8168.0 req/s +h1 stream requests 1048576 B c=150 round=2/3 155.0 req/s +h1 stream niquests_blocking 1024 B c= 10 round=2/3 1396.3 req/s +h1 stream ry_blocking 2097152 B c=150 round=2/3 943.6 req/s +h1 full wreq 65536 B c=100 round=2/3 47305.0 req/s +h1 stream niquests 4194304 B c= 50 round=2/3 217.0 req/s +h1 full requests 2097152 B c= 10 round=2/3 105.0 req/s +h1 stream ry_blocking 1024 B c= 50 round=2/3 5024.3 req/s +h1 full ry 131072 B c= 50 round=2/3 2721.5 req/s +h1 full httpx_blocking 10240 B c=100 round=2/3 1713.8 req/s +h1 full ry_blocking 131072 B c= 10 round=2/3 8608.2 req/s +h1 stream niquests 1048576 B c= 50 round=2/3 555.3 req/s +h1 full curl_cffi 65536 B c= 50 round=2/3 4663.2 req/s +h1 full ry_blocking 10240 B c= 50 round=2/3 7824.2 req/s +h1 full niquests 131072 B c= 50 round=2/3 1786.0 req/s +h1 stream curl_cffi_blocking 131072 B c= 10 round=2/3 429.3 req/s +h1 full requests 2097152 B c=150 round=2/3 103.5 req/s +h1 stream curl_cffi_blocking 1048576 B c= 10 round=2/3 179.6 req/s +h1 stream aiohttp 1048576 B c= 10 round=2/3 1022.2 req/s +h1 full ry_blocking 131072 B c= 50 round=2/3 7438.6 req/s +h1 stream wreq 2097152 B c= 10 round=2/3 2321.1 req/s +h1 full wreq 4194304 B c= 50 round=2/3 1012.7 req/s +h1 full requests 4194304 B c=100 round=2/3 54.6 req/s +h1 stream aiohttp 10240 B c=100 round=2/3 7788.3 req/s +h1 stream httpx_blocking 1024 B c= 50 round=2/3 1508.8 req/s +h1 stream httpx_blocking 1048576 B c= 50 round=2/3 140.9 req/s +h1 full httpx_blocking 1024 B c=100 round=2/3 1743.8 req/s +h1 stream requests 2097152 B c= 10 round=2/3 93.3 req/s +h1 stream curl_cffi 1024 B c= 50 round=2/3 4563.0 req/s +h1 stream requests 1024 B c= 10 round=2/3 1318.8 req/s +h1 stream pyreqwest_mt 1048576 B c= 10 round=2/3 479.5 req/s +h1 full niquests_blocking 10240 B c=150 round=2/3 1418.2 req/s +h1 stream niquests 1024 B c= 10 round=2/3 2168.4 req/s +h1 stream curl_cffi_blocking 10240 B c=150 round=2/3 517.6 req/s +h1 stream pyreqwest_st 131072 B c= 10 round=2/3 1371.0 req/s +h1 full pycurl 1048576 B c=150 round=2/3 417.5 req/s +h1 stream wreq 1024 B c=150 round=2/3 28699.2 req/s +h1 stream httpx 65536 B c=150 round=2/3 470.9 req/s +h1 stream aiohttp 2097152 B c= 50 round=2/3 793.5 req/s +h1 stream pyreqwest_st 131072 B c=150 round=2/3 1323.2 req/s +h1 stream httpx_blocking 10240 B c= 50 round=2/3 1518.3 req/s +h1 stream aiohttp 2097152 B c=100 round=2/3 777.4 req/s +h1 stream aiohttp 10240 B c= 10 round=2/3 6819.2 req/s +h1 full pyreqwest_st 10240 B c=100 round=2/3 4149.7 req/s +h1 full curl_cffi 1048576 B c= 50 round=2/3 678.9 req/s +h1 full niquests_blocking 10240 B c= 50 round=2/3 1542.1 req/s +h1 stream wreq_blocking 131072 B c=150 round=2/3 512.6 req/s +h1 full pyreqwest_st 1048576 B c= 50 round=2/3 1039.1 req/s +h1 stream curl_cffi_blocking 1024 B c=100 round=2/3 526.8 req/s +h1 full curl_cffi 131072 B c= 50 round=2/3 3524.4 req/s +h1 full curl_cffi_blocking 10240 B c=100 round=2/3 559.1 req/s +h1 stream pycurl 65536 B c=100 round=2/3 2397.5 req/s +h1 stream niquests_blocking 2097152 B c=100 round=2/3 92.4 req/s +h1 full curl_cffi_blocking 65536 B c= 10 round=2/3 515.2 req/s +h1 stream ry_blocking 1024 B c=100 round=2/3 4915.9 req/s +h1 full wreq 1048576 B c=100 round=2/3 4162.4 req/s +h1 stream pyreqwest_mt 1024 B c= 10 round=2/3 2877.3 req/s +h1 full pycurl 10240 B c= 10 round=2/3 13242.7 req/s +h1 stream ry 1048576 B c= 10 round=2/3 337.2 req/s +h1 full niquests 65536 B c=100 round=2/3 2117.5 req/s +h1 stream requests 65536 B c=100 round=2/3 751.4 req/s +h1 stream pyreqwest_mt 1048576 B c=150 round=2/3 585.1 req/s +h1 stream aiohttp 2097152 B c=150 round=2/3 785.2 req/s +h1 stream wreq_blocking 4194304 B c=150 round=2/3 255.9 req/s +h1 stream wreq_st 65536 B c=100 round=2/3 6429.9 req/s +h1 stream pyreqwest_st 10240 B c=150 round=2/3 2457.7 req/s +h1 full ry_blocking 4194304 B c= 50 round=2/3 956.6 req/s +h1 stream ry 1024 B c=100 round=2/3 1713.0 req/s +h1 full httpx_blocking 65536 B c= 50 round=2/3 1140.3 req/s +h1 stream httpx_blocking 65536 B c= 10 round=2/3 782.5 req/s +h1 stream wreq_blocking 10240 B c= 10 round=2/3 553.9 req/s +h1 full niquests 1024 B c= 10 round=2/3 2372.2 req/s +h1 full wreq 10240 B c= 10 round=2/3 26343.1 req/s +h1 full httpx 65536 B c= 50 round=2/3 773.8 req/s +h1 full httpx_blocking 1024 B c= 10 round=2/3 1829.4 req/s +h1 stream ry_blocking 2097152 B c=100 round=2/3 975.2 req/s +h1 stream niquests_blocking 4194304 B c= 10 round=2/3 50.3 req/s +h1 full httpx 1048576 B c=100 round=2/3 229.2 req/s +h1 stream pycurl 1048576 B c=150 round=2/3 280.0 req/s +h1 stream curl_cffi_blocking 131072 B c=150 round=2/3 430.8 req/s +h1 full httpx 10240 B c= 50 round=2/3 895.6 req/s +h1 full curl_cffi_blocking 65536 B c=100 round=2/3 514.5 req/s +h1 stream requests 4194304 B c=150 round=2/3 50.8 req/s +h1 stream httpx 4194304 B c= 10 round=2/3 158.1 req/s +h1 full pycurl 10240 B c= 50 round=2/3 11455.9 req/s +h1 full wreq_blocking 2097152 B c= 10 round=2/3 992.2 req/s +h1 full pyreqwest_st 10240 B c= 10 round=2/3 4401.0 req/s +h1 full requests 1048576 B c= 10 round=2/3 195.5 req/s +h1 full niquests_blocking 1048576 B c=100 round=2/3 192.4 req/s +h1 full curl_cffi_blocking 131072 B c=150 round=2/3 468.7 req/s +h1 full ry 2097152 B c= 10 round=2/3 966.4 req/s +h1 full curl_cffi_blocking 4194304 B c=100 round=2/3 84.0 req/s +h1 full aiohttp 131072 B c= 10 round=2/3 6016.3 req/s +h1 stream pyreqwest_st 2097152 B c= 50 round=2/3 288.4 req/s +h1 stream pycurl 2097152 B c= 50 round=2/3 155.6 req/s +h1 stream curl_cffi 4194304 B c= 50 round=2/3 135.2 req/s +h1 stream ry 4194304 B c= 10 round=2/3 249.6 req/s +h1 stream wreq 1048576 B c=100 round=2/3 3842.7 req/s +h1 stream pyreqwest_st 1048576 B c=100 round=2/3 392.1 req/s +h1 full curl_cffi 4194304 B c= 10 round=2/3 176.8 req/s +h1 stream pyreqwest_st 10240 B c= 10 round=2/3 2558.7 req/s +h1 full ry 4194304 B c= 50 round=2/3 635.2 req/s +h1 full httpx 2097152 B c=150 round=2/3 139.4 req/s +h1 full httpx 10240 B c= 10 round=2/3 1454.1 req/s +h1 full requests 65536 B c= 50 round=2/3 976.2 req/s +h1 full wreq_st 2097152 B c=150 round=2/3 575.6 req/s +h1 full wreq_blocking 4194304 B c= 10 round=2/3 569.1 req/s +h1 full httpx_blocking 2097152 B c=150 round=2/3 98.1 req/s +h1 full ry 2097152 B c= 50 round=2/3 1024.7 req/s +h1 stream requests 4194304 B c= 10 round=2/3 50.8 req/s +h1 stream niquests 131072 B c=150 round=2/3 1313.6 req/s +h1 stream requests 10240 B c= 50 round=2/3 1292.7 req/s +h1 stream wreq_blocking 4194304 B c= 50 round=2/3 258.0 req/s +h1 stream ry 65536 B c= 50 round=2/3 1063.3 req/s +h1 stream ry 1024 B c=150 round=2/3 1770.1 req/s +h1 stream pyreqwest_mt 65536 B c= 50 round=2/3 1759.5 req/s +h1 full ry 1048576 B c=150 round=2/3 1605.8 req/s +h1 stream pycurl 4194304 B c=150 round=2/3 83.0 req/s +h1 stream wreq_blocking 1024 B c=150 round=2/3 547.9 req/s +h1 full niquests 1048576 B c= 50 round=2/3 718.1 req/s +h1 full requests 1048576 B c= 50 round=2/3 189.9 req/s +h1 stream ry_blocking 4194304 B c= 50 round=2/3 746.1 req/s +h1 stream pyreqwest_st 2097152 B c= 10 round=2/3 293.5 req/s +h1 full curl_cffi 1024 B c=100 round=2/3 5285.6 req/s +h1 stream wreq_blocking 131072 B c= 50 round=2/3 518.9 req/s +h1 full wreq 1048576 B c= 10 round=2/3 4982.6 req/s +h1 stream httpx 131072 B c=100 round=2/3 432.6 req/s +h1 full pycurl 2097152 B c=100 round=2/3 215.2 req/s +h1 full pyreqwest_st 2097152 B c= 50 round=2/3 592.4 req/s +h1 full niquests_blocking 4194304 B c= 50 round=2/3 54.2 req/s +h1 full ry 131072 B c=100 round=2/3 2728.8 req/s +h1 stream ry_blocking 1024 B c= 10 round=2/3 5464.6 req/s +h1 stream curl_cffi_blocking 10240 B c= 10 round=2/3 523.0 req/s +h1 stream pycurl 1024 B c=150 round=2/3 5811.8 req/s +h1 full pycurl 2097152 B c= 10 round=2/3 214.6 req/s +h1 full pycurl 1048576 B c= 10 round=2/3 415.6 req/s +h1 full wreq 131072 B c= 10 round=2/3 20320.9 req/s +h1 full httpx_blocking 1024 B c=150 round=2/3 1699.1 req/s +h1 full wreq_st 4194304 B c=150 round=2/3 299.5 req/s +h1 full wreq 1024 B c=150 round=2/3 75242.5 req/s +h1 stream niquests 1024 B c=100 round=2/3 2303.0 req/s +h1 stream niquests_blocking 1048576 B c=150 round=2/3 156.7 req/s +h1 full wreq_st 10240 B c= 10 round=2/3 27231.1 req/s +h1 stream niquests_blocking 2097152 B c= 50 round=2/3 92.8 req/s +h1 stream wreq 10240 B c= 10 round=2/3 17348.3 req/s +h1 full wreq_blocking 10240 B c= 50 round=2/3 3655.5 req/s +h1 full ry_blocking 1024 B c=100 round=2/3 7556.4 req/s +h1 stream curl_cffi 1024 B c= 10 round=2/3 3545.5 req/s +h1 stream niquests 2097152 B c= 10 round=2/3 382.9 req/s +h1 full wreq_blocking 1024 B c=150 round=2/3 3339.5 req/s +h1 full ry_blocking 4194304 B c=100 round=2/3 919.3 req/s +h1 full niquests_blocking 1048576 B c=150 round=2/3 189.7 req/s +h1 stream wreq_blocking 131072 B c=100 round=2/3 514.7 req/s +h1 full pyreqwest_st 1024 B c= 50 round=2/3 4423.8 req/s +h1 full curl_cffi_blocking 65536 B c= 50 round=2/3 519.1 req/s +h1 stream ry_blocking 1024 B c=150 round=2/3 4550.9 req/s +h1 stream pyreqwest_st 4194304 B c=150 round=2/3 181.9 req/s +h1 stream niquests 4194304 B c=150 round=2/3 206.7 req/s +h1 full niquests_blocking 2097152 B c= 10 round=2/3 106.5 req/s +h1 stream pycurl 2097152 B c=100 round=2/3 154.3 req/s +h1 full pyreqwest_st 2097152 B c=150 round=2/3 575.5 req/s +h1 stream niquests 4194304 B c=100 round=2/3 208.4 req/s +h1 full pyreqwest_mt 1048576 B c= 10 round=2/3 3265.2 req/s +h1 full curl_cffi 1024 B c=150 round=2/3 6901.6 req/s +h1 full aiohttp 1024 B c= 10 round=2/3 8260.7 req/s +h1 stream pyreqwest_mt 4194304 B c= 50 round=2/3 418.4 req/s +h1 stream pycurl 10240 B c= 50 round=2/3 6470.2 req/s +h1 stream wreq_st 1024 B c=150 round=2/3 16766.2 req/s +h1 full curl_cffi_blocking 131072 B c= 10 round=2/3 476.4 req/s +h1 stream curl_cffi 10240 B c= 10 round=2/3 3614.1 req/s +h1 full pyreqwest_mt 10240 B c=100 round=2/3 7960.7 req/s +h1 full httpx 4194304 B c=100 round=2/3 85.9 req/s +h1 stream curl_cffi_blocking 1024 B c= 50 round=2/3 528.8 req/s +h1 full niquests_blocking 1048576 B c= 10 round=2/3 194.1 req/s +h1 stream niquests_blocking 65536 B c=150 round=2/3 710.8 req/s +h1 stream ry 131072 B c=150 round=2/3 1090.4 req/s +h1 stream pycurl 131072 B c=150 round=2/3 1727.9 req/s +h1 stream curl_cffi 10240 B c=100 round=2/3 4423.5 req/s +h1 stream ry_blocking 1048576 B c=150 round=2/3 1115.0 req/s +h1 full curl_cffi 10240 B c=150 round=2/3 5919.8 req/s +h1 full ry_blocking 1048576 B c=100 round=2/3 3672.5 req/s +h1 stream ry 1048576 B c=100 round=2/3 401.6 req/s +h1 full curl_cffi_blocking 1048576 B c=150 round=2/3 240.4 req/s +h1 full ry 1024 B c=150 round=2/3 3023.8 req/s +h1 stream curl_cffi 131072 B c= 50 round=2/3 2384.1 req/s +h1 stream wreq_blocking 4194304 B c= 10 round=2/3 256.8 req/s +h1 stream ry 2097152 B c= 50 round=2/3 343.8 req/s +h1 stream httpx 131072 B c= 10 round=2/3 1117.0 req/s +h1 full ry 65536 B c= 10 round=2/3 2491.6 req/s +h1 full wreq 4194304 B c= 10 round=2/3 1119.9 req/s +h1 stream httpx 1048576 B c= 10 round=2/3 361.2 req/s +h1 full niquests_blocking 65536 B c= 50 round=2/3 1035.6 req/s +h1 full wreq_blocking 65536 B c=100 round=2/3 3231.6 req/s +h1 stream curl_cffi_blocking 131072 B c= 50 round=2/3 432.5 req/s +h1 full wreq_blocking 4194304 B c= 50 round=2/3 533.2 req/s +h1 full httpx_blocking 4194304 B c=150 round=2/3 50.7 req/s +h1 full httpx_blocking 1048576 B c=150 round=2/3 184.9 req/s +h1 full wreq_st 131072 B c=150 round=2/3 7549.3 req/s +h1 stream pyreqwest_mt 4194304 B c= 10 round=2/3 371.1 req/s +h1 stream httpx 131072 B c=150 round=2/3 411.1 req/s +h1 stream pyreqwest_mt 65536 B c=100 round=2/3 1833.4 req/s +h1 full wreq_st 131072 B c=100 round=2/3 8385.0 req/s +h1 stream niquests 2097152 B c=100 round=2/3 380.5 req/s +h1 stream niquests 10240 B c=100 round=2/3 2204.4 req/s +h1 stream httpx 1048576 B c=100 round=2/3 181.4 req/s +h1 full curl_cffi 1048576 B c=100 round=2/3 663.2 req/s +h1 full httpx_blocking 10240 B c= 10 round=2/3 1812.8 req/s +h1 full wreq 10240 B c=150 round=2/3 76671.1 req/s +h1 full wreq_blocking 1024 B c=100 round=2/3 3380.1 req/s +h1 stream httpx_blocking 4194304 B c=100 round=2/3 45.2 req/s +h1 stream pyreqwest_mt 131072 B c= 10 round=2/3 1452.1 req/s +h1 full wreq 1024 B c= 10 round=2/3 24954.4 req/s +h1 full pyreqwest_mt 1024 B c=150 round=2/3 8216.7 req/s +h1 full niquests 10240 B c=150 round=2/3 2394.6 req/s +h1 stream curl_cffi 4194304 B c=150 round=2/3 131.6 req/s +h1 stream ry_blocking 10240 B c=100 round=2/3 4860.8 req/s +h1 stream pycurl 65536 B c= 50 round=2/3 2465.0 req/s +h1 full aiohttp 65536 B c= 10 round=2/3 7535.2 req/s +h1 stream httpx 4194304 B c=100 round=2/3 87.3 req/s +h1 full niquests_blocking 65536 B c= 10 round=2/3 1076.2 req/s +h1 stream niquests 131072 B c= 10 round=2/3 1470.5 req/s +h1 full curl_cffi 10240 B c= 50 round=2/3 6878.7 req/s +h1 full pyreqwest_mt 2097152 B c=100 round=2/3 1844.5 req/s +h1 stream requests 10240 B c=150 round=2/3 1225.6 req/s +h1 full pyreqwest_st 131072 B c= 10 round=2/3 3562.3 req/s +h1 stream httpx 4194304 B c= 50 round=2/3 134.1 req/s +h1 stream pyreqwest_st 10240 B c=100 round=2/3 2447.0 req/s +h1 full wreq_st 4194304 B c=100 round=2/3 313.3 req/s +h1 full ry_blocking 2097152 B c=150 round=2/3 1802.3 req/s +h1 full httpx 1048576 B c= 50 round=2/3 279.1 req/s +h1 stream niquests_blocking 1048576 B c=100 round=2/3 155.1 req/s +h1 stream wreq_blocking 1024 B c=100 round=2/3 556.2 req/s +h1 stream pyreqwest_mt 1024 B c= 50 round=2/3 3444.3 req/s +h1 full httpx_blocking 1024 B c=150 round=3/3 1700.0 req/s +h1 full pyreqwest_mt 4194304 B c=100 round=3/3 880.3 req/s +h1 stream wreq_blocking 1024 B c=100 round=3/3 556.1 req/s +h1 stream curl_cffi 131072 B c=150 round=3/3 2210.8 req/s +h1 full pyreqwest_st 131072 B c= 10 round=3/3 3430.6 req/s +h1 stream niquests 65536 B c= 50 round=3/3 1772.0 req/s +h1 stream wreq_blocking 131072 B c= 10 round=3/3 523.5 req/s +h1 stream aiohttp 131072 B c=100 round=3/3 4680.5 req/s +h1 full httpx 131072 B c=150 round=3/3 612.7 req/s +h1 full ry_blocking 2097152 B c= 10 round=3/3 2003.3 req/s +h1 stream ry_blocking 10240 B c= 50 round=3/3 5012.2 req/s +h1 stream pyreqwest_st 10240 B c= 50 round=3/3 2487.2 req/s +h1 stream requests 1024 B c=150 round=3/3 1219.8 req/s +h1 full wreq_blocking 4194304 B c= 10 round=3/3 568.5 req/s +h1 stream ry 65536 B c=150 round=3/3 1108.5 req/s +h1 full pyreqwest_st 2097152 B c= 10 round=3/3 555.6 req/s +h1 stream curl_cffi 1048576 B c= 50 round=3/3 450.0 req/s +h1 full curl_cffi 1048576 B c= 10 round=3/3 674.4 req/s +h1 full ry_blocking 1024 B c= 10 round=3/3 8729.1 req/s +h1 stream pyreqwest_mt 1024 B c=150 round=3/3 3564.4 req/s +h1 full niquests 1048576 B c= 10 round=3/3 726.3 req/s +h1 stream wreq_st 4194304 B c=100 round=3/3 208.7 req/s +h1 stream pyreqwest_st 1024 B c=100 round=3/3 2550.9 req/s +h1 full curl_cffi 2097152 B c=100 round=3/3 352.5 req/s +h1 full pycurl 10240 B c=100 round=3/3 10259.1 req/s +h1 full httpx 131072 B c= 10 round=3/3 1257.1 req/s +h1 full niquests 1048576 B c=100 round=3/3 719.8 req/s +h1 stream pycurl 10240 B c=150 round=3/3 5751.2 req/s +h1 full wreq_blocking 131072 B c= 50 round=3/3 3343.1 req/s +h1 stream wreq 4194304 B c=100 round=3/3 952.8 req/s +h1 stream niquests 1048576 B c= 10 round=3/3 531.4 req/s +h1 full requests 2097152 B c=100 round=3/3 104.7 req/s +h1 full wreq 1024 B c= 10 round=3/3 29663.5 req/s +h1 stream niquests 131072 B c=100 round=3/3 1464.7 req/s +h1 stream aiohttp 4194304 B c=100 round=3/3 432.0 req/s +h1 full niquests 10240 B c= 10 round=3/3 2306.2 req/s +h1 full wreq 65536 B c= 50 round=3/3 45389.9 req/s +h1 full pyreqwest_st 65536 B c=100 round=3/3 3816.8 req/s +h1 stream ry_blocking 10240 B c=150 round=3/3 4588.9 req/s +h1 stream ry 65536 B c= 50 round=3/3 1080.7 req/s +h1 full curl_cffi 2097152 B c= 50 round=3/3 361.0 req/s +h1 full niquests 1048576 B c=150 round=3/3 745.2 req/s +h1 full wreq_blocking 65536 B c= 50 round=3/3 3420.1 req/s +h1 full httpx 131072 B c=100 round=3/3 607.8 req/s +h1 stream curl_cffi 1024 B c=100 round=3/3 4476.7 req/s +h1 stream niquests_blocking 1024 B c=100 round=3/3 1338.4 req/s +h1 full aiohttp 65536 B c= 50 round=3/3 8376.9 req/s +h1 full curl_cffi_blocking 1048576 B c=150 round=3/3 241.6 req/s +h1 stream wreq 1024 B c= 10 round=3/3 17252.8 req/s +h1 full aiohttp 4194304 B c=100 round=3/3 381.1 req/s +h1 stream requests 2097152 B c= 50 round=3/3 92.0 req/s +h1 full pyreqwest_mt 131072 B c=100 round=3/3 7539.6 req/s +h1 full pyreqwest_mt 2097152 B c=100 round=3/3 1895.6 req/s +h1 stream pyreqwest_mt 65536 B c=150 round=3/3 1867.5 req/s +h1 full aiohttp 2097152 B c=150 round=3/3 778.4 req/s +h1 stream niquests_blocking 65536 B c= 50 round=3/3 787.7 req/s +h1 full wreq_blocking 65536 B c=150 round=3/3 3003.9 req/s +h1 stream pyreqwest_mt 4194304 B c=100 round=3/3 421.3 req/s +h1 stream httpx_blocking 2097152 B c= 10 round=3/3 82.7 req/s +h1 stream pyreqwest_mt 65536 B c=100 round=3/3 1850.0 req/s +h1 full curl_cffi_blocking 4194304 B c= 10 round=3/3 85.4 req/s +h1 full niquests 65536 B c=100 round=3/3 2092.2 req/s +h1 stream pyreqwest_mt 2097152 B c=100 round=3/3 516.6 req/s +h1 full niquests 2097152 B c=150 round=3/3 440.2 req/s +h1 full niquests_blocking 131072 B c=150 round=3/3 773.7 req/s +h1 stream pyreqwest_st 2097152 B c=150 round=3/3 285.4 req/s +h1 stream pyreqwest_st 4194304 B c=150 round=3/3 176.8 req/s +h1 stream curl_cffi 4194304 B c= 50 round=3/3 138.9 req/s +h1 stream wreq 2097152 B c= 10 round=3/3 2249.4 req/s +h1 full ry 2097152 B c=100 round=3/3 989.5 req/s +h1 stream ry 1048576 B c=150 round=3/3 401.7 req/s +h1 full pyreqwest_st 65536 B c=150 round=3/3 3646.3 req/s +h1 stream pycurl 1024 B c= 10 round=3/3 6780.1 req/s +h1 full wreq_st 2097152 B c=100 round=3/3 575.2 req/s +h1 stream ry_blocking 1024 B c=150 round=3/3 4642.9 req/s +h1 full pyreqwest_mt 4194304 B c=150 round=3/3 803.5 req/s +h1 full requests 10240 B c= 10 round=3/3 1454.7 req/s +h1 stream wreq_st 2097152 B c= 10 round=3/3 386.7 req/s +h1 stream wreq_st 4194304 B c=150 round=3/3 202.9 req/s +h1 stream niquests 10240 B c=150 round=3/3 2252.0 req/s +h1 full wreq 131072 B c= 10 round=3/3 19171.0 req/s +h1 full wreq_st 1048576 B c=150 round=3/3 1031.6 req/s +h1 full pycurl 4194304 B c= 10 round=3/3 107.4 req/s +h1 full pyreqwest_mt 2097152 B c= 50 round=3/3 1947.3 req/s +h1 full curl_cffi 4194304 B c= 50 round=3/3 186.5 req/s +h1 full curl_cffi 1048576 B c=100 round=3/3 666.9 req/s +h1 full wreq_blocking 65536 B c=100 round=3/3 3305.6 req/s +h1 stream wreq_blocking 4194304 B c=150 round=3/3 254.4 req/s +h1 stream ry 1024 B c= 50 round=3/3 1715.5 req/s +h1 stream httpx_blocking 10240 B c=100 round=3/3 1476.5 req/s +h1 full niquests_blocking 10240 B c= 10 round=3/3 1530.0 req/s +h1 full ry 1024 B c=150 round=3/3 3046.9 req/s +h1 stream curl_cffi_blocking 1048576 B c= 10 round=3/3 178.9 req/s +h1 stream pycurl 131072 B c=150 round=3/3 1733.1 req/s +h1 full wreq_blocking 1024 B c=100 round=3/3 3417.3 req/s +h1 full requests 65536 B c=150 round=3/3 950.8 req/s +h1 stream ry_blocking 2097152 B c= 10 round=3/3 1021.9 req/s +h1 full niquests_blocking 2097152 B c=100 round=3/3 103.8 req/s +h1 full ry_blocking 1048576 B c= 10 round=3/3 5185.0 req/s +h1 full curl_cffi_blocking 1048576 B c= 50 round=3/3 233.3 req/s +h1 stream wreq 2097152 B c= 50 round=3/3 2011.8 req/s +h1 stream ry_blocking 2097152 B c=150 round=3/3 934.4 req/s +h1 full niquests_blocking 1024 B c= 50 round=3/3 1494.9 req/s +h1 stream aiohttp 4194304 B c= 10 round=3/3 422.6 req/s +h1 full pyreqwest_mt 1048576 B c= 50 round=3/3 3433.0 req/s +h1 full pycurl 65536 B c= 50 round=3/3 4346.7 req/s +h1 full niquests 1024 B c= 10 round=3/3 2403.7 req/s +h1 stream curl_cffi 2097152 B c=150 round=3/3 236.4 req/s +h1 stream httpx_blocking 1024 B c=150 round=3/3 1376.8 req/s +h1 full httpx_blocking 2097152 B c= 50 round=3/3 96.7 req/s +h1 full ry 131072 B c= 50 round=3/3 2772.0 req/s +h1 stream pyreqwest_st 1048576 B c= 10 round=3/3 402.3 req/s +h1 stream httpx_blocking 10240 B c= 10 round=3/3 1528.7 req/s +h1 full pycurl 2097152 B c=100 round=3/3 213.1 req/s +h1 stream wreq_blocking 1024 B c=150 round=3/3 547.2 req/s +h1 full wreq 10240 B c= 50 round=3/3 90829.6 req/s +h1 stream ry_blocking 1024 B c=100 round=3/3 4759.7 req/s +h1 stream niquests 10240 B c= 10 round=3/3 2140.9 req/s +h1 stream niquests 65536 B c= 10 round=3/3 1838.3 req/s +h1 stream pyreqwest_mt 10240 B c= 50 round=3/3 3404.6 req/s +h1 stream pyreqwest_st 131072 B c=150 round=3/3 1353.0 req/s +h1 stream pycurl 4194304 B c= 50 round=3/3 82.8 req/s +h1 full niquests 4194304 B c=100 round=3/3 232.9 req/s +h1 stream wreq_blocking 2097152 B c= 10 round=3/3 324.8 req/s +h1 full pycurl 1024 B c=100 round=3/3 10623.6 req/s +h1 stream wreq_blocking 131072 B c= 50 round=3/3 527.1 req/s +h1 stream niquests 1024 B c=100 round=3/3 2198.0 req/s +h1 full pycurl 1048576 B c=100 round=3/3 417.3 req/s +h1 stream pyreqwest_mt 4194304 B c= 10 round=3/3 371.2 req/s +h1 stream httpx 1024 B c= 50 round=3/3 763.9 req/s +h1 full wreq_blocking 2097152 B c= 10 round=3/3 999.6 req/s +h1 full httpx 2097152 B c=150 round=3/3 136.2 req/s +h1 full curl_cffi_blocking 65536 B c=150 round=3/3 507.0 req/s +h1 full wreq_st 1048576 B c= 50 round=3/3 1134.0 req/s +h1 stream ry 1024 B c=100 round=3/3 1765.2 req/s +h1 full curl_cffi 10240 B c= 10 round=3/3 5668.4 req/s +h1 full wreq_blocking 10240 B c= 50 round=3/3 3602.3 req/s +h1 stream pycurl 1048576 B c=100 round=3/3 277.9 req/s +h1 full httpx_blocking 2097152 B c=150 round=3/3 97.5 req/s +h1 stream niquests_blocking 131072 B c= 10 round=3/3 662.9 req/s +h1 full curl_cffi_blocking 1048576 B c= 10 round=3/3 232.6 req/s +h1 stream curl_cffi 4194304 B c= 10 round=3/3 135.8 req/s +h1 stream pyreqwest_mt 131072 B c=150 round=3/3 1833.8 req/s +h1 stream pyreqwest_mt 1048576 B c=150 round=3/3 580.8 req/s +h1 full wreq_st 65536 B c=150 round=3/3 15684.8 req/s +h1 full wreq 2097152 B c= 50 round=3/3 2068.3 req/s +h1 stream httpx_blocking 1048576 B c=150 round=3/3 141.9 req/s +h1 stream niquests 10240 B c= 50 round=3/3 2163.3 req/s +h1 stream httpx_blocking 2097152 B c=150 round=3/3 84.9 req/s +h1 full pycurl 131072 B c=150 round=3/3 2520.0 req/s +h1 full requests 10240 B c=150 round=3/3 1348.1 req/s +h1 full wreq 4194304 B c= 50 round=3/3 1010.5 req/s +h1 stream httpx_blocking 131072 B c=150 round=3/3 609.7 req/s +h1 stream niquests_blocking 1048576 B c= 10 round=3/3 157.4 req/s +h1 full wreq 10240 B c=100 round=3/3 84072.9 req/s +h1 full curl_cffi 131072 B c=150 round=3/3 3164.1 req/s +h1 stream requests 2097152 B c=100 round=3/3 93.5 req/s +h1 full wreq_st 4194304 B c= 10 round=3/3 348.8 req/s +h1 stream niquests 2097152 B c= 50 round=3/3 372.5 req/s +h1 full pyreqwest_mt 65536 B c=150 round=3/3 7055.3 req/s +h1 stream wreq 4194304 B c=150 round=3/3 868.3 req/s +h1 full pyreqwest_mt 2097152 B c=150 round=3/3 1724.4 req/s +h1 full ry_blocking 1024 B c=150 round=3/3 6782.1 req/s +h1 stream wreq_blocking 2097152 B c=100 round=3/3 312.3 req/s +h1 stream niquests_blocking 131072 B c=150 round=3/3 624.3 req/s +h1 full wreq 4194304 B c=100 round=3/3 958.0 req/s +h1 stream pycurl 10240 B c=100 round=3/3 5733.4 req/s +h1 stream httpx 131072 B c= 50 round=3/3 489.8 req/s +h1 full curl_cffi_blocking 1024 B c=100 round=3/3 561.0 req/s +h1 stream wreq 2097152 B c=100 round=3/3 1824.7 req/s +h1 full curl_cffi_blocking 65536 B c= 10 round=3/3 512.6 req/s +h1 full httpx 65536 B c=150 round=3/3 724.4 req/s +h1 stream wreq 65536 B c= 10 round=3/3 12540.7 req/s +h1 stream pycurl 4194304 B c=100 round=3/3 81.9 req/s +h1 full wreq_st 131072 B c= 10 round=3/3 9478.7 req/s +h1 stream pyreqwest_st 131072 B c=100 round=3/3 1335.8 req/s +h1 stream wreq_st 1024 B c=100 round=3/3 23638.6 req/s +h1 stream curl_cffi_blocking 1024 B c=100 round=3/3 526.2 req/s +h1 stream curl_cffi_blocking 65536 B c= 50 round=3/3 463.0 req/s +h1 full ry 1024 B c= 50 round=3/3 2864.4 req/s +h1 full wreq 2097152 B c= 10 round=3/3 2574.0 req/s +h1 full aiohttp 131072 B c= 10 round=3/3 6200.0 req/s +h1 full ry_blocking 131072 B c= 10 round=3/3 8685.7 req/s +h1 full pyreqwest_st 4194304 B c= 50 round=3/3 331.0 req/s +h1 stream pyreqwest_mt 4194304 B c= 50 round=3/3 410.1 req/s +h1 stream curl_cffi 2097152 B c= 50 round=3/3 260.3 req/s +h1 stream curl_cffi 10240 B c=100 round=3/3 4496.3 req/s +h1 full aiohttp 65536 B c=150 round=3/3 7725.8 req/s +h1 full aiohttp 10240 B c= 10 round=3/3 8119.0 req/s +h1 full httpx_blocking 10240 B c=150 round=3/3 1714.4 req/s +h1 full pycurl 4194304 B c=100 round=3/3 110.8 req/s +h1 stream curl_cffi_blocking 65536 B c=150 round=3/3 457.6 req/s +h1 full pyreqwest_mt 65536 B c= 10 round=3/3 6622.3 req/s +h1 stream niquests_blocking 2097152 B c= 10 round=3/3 92.8 req/s +h1 stream wreq_blocking 1024 B c= 10 round=3/3 562.7 req/s +h1 full niquests_blocking 1048576 B c=100 round=3/3 190.4 req/s +h1 full wreq 2097152 B c=100 round=3/3 1968.7 req/s +h1 stream ry 10240 B c= 10 round=3/3 1458.1 req/s +h1 full ry 131072 B c=100 round=3/3 2790.7 req/s +h1 stream wreq_st 1048576 B c=150 round=3/3 602.8 req/s +h1 full niquests 1024 B c= 50 round=3/3 2434.2 req/s +h1 stream requests 131072 B c= 50 round=3/3 628.0 req/s +h1 stream pycurl 1024 B c= 50 round=3/3 6388.1 req/s +h1 full curl_cffi_blocking 1024 B c= 10 round=3/3 561.7 req/s +h1 stream niquests 4194304 B c=100 round=3/3 203.8 req/s +h1 full aiohttp 1048576 B c= 50 round=3/3 1472.3 req/s +h1 full pyreqwest_mt 65536 B c= 50 round=3/3 7597.3 req/s +h1 stream curl_cffi 10240 B c= 10 round=3/3 3583.4 req/s +h1 stream aiohttp 2097152 B c=150 round=3/3 769.8 req/s +h1 full httpx_blocking 10240 B c= 50 round=3/3 1797.8 req/s +h1 full httpx_blocking 4194304 B c=150 round=3/3 50.7 req/s +h1 stream pycurl 10240 B c= 50 round=3/3 6517.9 req/s +h1 full pyreqwest_mt 131072 B c= 50 round=3/3 7582.7 req/s +h1 stream aiohttp 131072 B c= 50 round=3/3 4775.5 req/s +h1 full ry_blocking 2097152 B c= 50 round=3/3 2024.7 req/s +h1 stream ry 10240 B c=150 round=3/3 1751.8 req/s +h1 stream wreq_st 10240 B c= 50 round=3/3 20649.1 req/s +h1 stream aiohttp 1024 B c= 50 round=3/3 8069.7 req/s +h1 stream niquests_blocking 131072 B c= 50 round=3/3 650.8 req/s +h1 full requests 10240 B c=100 round=3/3 1377.4 req/s +h1 stream httpx_blocking 65536 B c=150 round=3/3 751.2 req/s +h1 full httpx 4194304 B c= 50 round=3/3 143.4 req/s +h1 stream curl_cffi 2097152 B c=100 round=3/3 249.3 req/s +h1 stream curl_cffi_blocking 65536 B c=100 round=3/3 462.7 req/s +h1 full ry 65536 B c= 50 round=3/3 2711.6 req/s +h1 full ry_blocking 4194304 B c= 10 round=3/3 1063.5 req/s +h1 full curl_cffi 2097152 B c= 10 round=3/3 348.7 req/s +h1 full aiohttp 4194304 B c= 10 round=3/3 394.6 req/s +h1 stream pyreqwest_st 1024 B c= 50 round=3/3 2740.6 req/s +h1 full niquests 10240 B c=100 round=3/3 2395.0 req/s +h1 stream niquests_blocking 2097152 B c=100 round=3/3 91.8 req/s +h1 full httpx_blocking 4194304 B c= 50 round=3/3 49.8 req/s +h1 stream aiohttp 2097152 B c= 10 round=3/3 789.1 req/s +h1 stream httpx_blocking 131072 B c=100 round=3/3 613.3 req/s +h1 full httpx_blocking 131072 B c=150 round=3/3 815.9 req/s +h1 stream niquests_blocking 131072 B c=100 round=3/3 635.2 req/s +h1 full curl_cffi 2097152 B c=150 round=3/3 349.9 req/s +h1 stream curl_cffi 2097152 B c= 10 round=3/3 249.1 req/s +h1 stream niquests 131072 B c= 10 round=3/3 1486.2 req/s +h1 full wreq_st 10240 B c= 10 round=3/3 25890.9 req/s +h1 stream ry 10240 B c= 50 round=3/3 1702.0 req/s +h1 stream wreq_st 1024 B c=150 round=3/3 10710.0 req/s +h1 full pyreqwest_mt 10240 B c= 10 round=3/3 7168.5 req/s +h1 stream pyreqwest_st 2097152 B c=100 round=3/3 288.0 req/s +h1 full wreq_blocking 1048576 B c=100 round=3/3 1453.5 req/s +h1 stream ry_blocking 1048576 B c=150 round=3/3 1117.1 req/s +h1 stream niquests 1024 B c= 50 round=3/3 2219.8 req/s +h1 full curl_cffi_blocking 2097152 B c=150 round=3/3 153.6 req/s +h1 stream curl_cffi_blocking 4194304 B c= 50 round=3/3 66.1 req/s +h1 stream curl_cffi 1024 B c=150 round=3/3 4490.4 req/s +h1 full ry 10240 B c=100 round=3/3 2902.1 req/s +h1 full aiohttp 10240 B c=150 round=3/3 8752.2 req/s +h1 full wreq 131072 B c=150 round=3/3 29073.9 req/s +h1 stream wreq_blocking 4194304 B c= 50 round=3/3 256.4 req/s +h1 full pycurl 2097152 B c= 10 round=3/3 214.1 req/s +h1 full ry_blocking 1024 B c=100 round=3/3 7471.5 req/s +h1 stream wreq_blocking 1024 B c= 50 round=3/3 560.3 req/s +h1 full ry_blocking 2097152 B c=100 round=3/3 1813.9 req/s +h1 stream niquests 65536 B c=150 round=3/3 1803.7 req/s +h1 stream wreq_st 1048576 B c= 50 round=3/3 639.9 req/s +h1 stream pyreqwest_mt 10240 B c=100 round=3/3 3488.9 req/s +h1 stream aiohttp 131072 B c=150 round=3/3 4564.1 req/s +h1 stream wreq 10240 B c= 10 round=3/3 16585.4 req/s +h1 full aiohttp 1024 B c= 50 round=3/3 8761.2 req/s +h1 stream aiohttp 1024 B c= 10 round=3/3 7564.0 req/s +h1 stream curl_cffi 65536 B c=100 round=3/3 2788.9 req/s +h1 full ry_blocking 1048576 B c= 50 round=3/3 3998.0 req/s +h1 stream wreq_st 131072 B c=100 round=3/3 4395.8 req/s +h1 stream curl_cffi_blocking 4194304 B c=150 round=3/3 68.2 req/s +h1 full niquests 1024 B c=150 round=3/3 2456.4 req/s +h1 full httpx_blocking 1048576 B c= 10 round=3/3 179.4 req/s +h1 stream curl_cffi 65536 B c= 50 round=3/3 2865.3 req/s +h1 full httpx 10240 B c= 10 round=3/3 1466.1 req/s +h1 stream httpx_blocking 10240 B c=150 round=3/3 1443.9 req/s +h1 full pyreqwest_st 1048576 B c= 10 round=3/3 1003.7 req/s +h1 full httpx 1048576 B c= 10 round=3/3 552.9 req/s +h1 full requests 65536 B c= 50 round=3/3 975.2 req/s +h1 stream pyreqwest_st 2097152 B c= 10 round=3/3 295.3 req/s +h1 full pycurl 1048576 B c= 50 round=3/3 422.9 req/s +h1 full pyreqwest_st 1048576 B c= 50 round=3/3 963.9 req/s +h1 full httpx_blocking 4194304 B c=100 round=3/3 49.3 req/s +h1 full pyreqwest_mt 1024 B c= 50 round=3/3 7754.5 req/s +h1 stream pyreqwest_mt 1024 B c=100 round=3/3 3474.7 req/s +h1 full pycurl 1024 B c=150 round=3/3 9567.5 req/s +h1 full httpx 2097152 B c= 10 round=3/3 328.2 req/s +h1 stream aiohttp 1024 B c=150 round=3/3 8299.5 req/s +h1 full ry 4194304 B c= 10 round=3/3 559.2 req/s +h1 stream httpx_blocking 4194304 B c=150 round=3/3 46.6 req/s +h1 full pyreqwest_st 10240 B c= 50 round=3/3 4452.4 req/s +h1 stream requests 2097152 B c= 10 round=3/3 92.3 req/s +h1 stream wreq_st 4194304 B c= 50 round=3/3 219.3 req/s +h1 full pyreqwest_st 1024 B c=100 round=3/3 4279.8 req/s +h1 stream wreq_blocking 65536 B c= 50 round=3/3 522.7 req/s +h1 full niquests_blocking 4194304 B c=100 round=3/3 54.5 req/s +h1 stream wreq 4194304 B c= 50 round=3/3 1006.5 req/s +h1 full curl_cffi_blocking 10240 B c= 10 round=3/3 561.3 req/s +h1 full wreq_blocking 1024 B c= 50 round=3/3 3562.5 req/s +h1 stream wreq_st 131072 B c= 50 round=3/3 4618.0 req/s +h1 full ry 131072 B c=150 round=3/3 2797.9 req/s +h1 full pyreqwest_st 65536 B c= 50 round=3/3 3916.5 req/s +h1 stream pycurl 4194304 B c=150 round=3/3 83.4 req/s +h1 full ry_blocking 10240 B c= 50 round=3/3 8027.1 req/s +h1 stream httpx 1048576 B c=100 round=3/3 176.1 req/s +h1 full requests 4194304 B c=100 round=3/3 54.6 req/s +h1 stream curl_cffi 1048576 B c= 10 round=3/3 435.5 req/s +h1 stream curl_cffi 10240 B c= 50 round=3/3 4384.0 req/s +h1 stream ry 2097152 B c=150 round=3/3 353.4 req/s +h1 full ry_blocking 2097152 B c=150 round=3/3 1794.5 req/s +h1 full httpx 4194304 B c= 10 round=3/3 170.7 req/s +h1 stream wreq_blocking 1048576 B c= 50 round=3/3 366.5 req/s +h1 full wreq 131072 B c= 50 round=3/3 33843.6 req/s +h1 stream curl_cffi_blocking 1048576 B c=150 round=3/3 182.5 req/s +h1 full ry 4194304 B c= 50 round=3/3 639.7 req/s +h1 stream httpx 4194304 B c=150 round=3/3 74.2 req/s +h1 stream curl_cffi 131072 B c=100 round=3/3 2288.5 req/s +h1 full wreq_st 10240 B c=100 round=3/3 43881.8 req/s +h1 stream ry 1048576 B c= 50 round=3/3 392.9 req/s +h1 full wreq_blocking 2097152 B c= 50 round=3/3 945.6 req/s +h1 stream pycurl 131072 B c= 50 round=3/3 1793.4 req/s +h1 full curl_cffi_blocking 2097152 B c=100 round=3/3 147.0 req/s +h1 stream wreq_blocking 4194304 B c= 10 round=3/3 258.5 req/s +h1 stream pyreqwest_st 1048576 B c=100 round=3/3 399.9 req/s +h1 stream httpx_blocking 1024 B c= 50 round=3/3 1503.2 req/s +h1 stream wreq_blocking 1048576 B c=150 round=3/3 362.4 req/s +h1 full requests 65536 B c= 10 round=3/3 1024.7 req/s +h1 stream niquests_blocking 1024 B c=150 round=3/3 1297.0 req/s +h1 stream requests 65536 B c=150 round=3/3 747.3 req/s +h1 full httpx_blocking 65536 B c= 50 round=3/3 1138.0 req/s +h1 stream ry 4194304 B c= 50 round=3/3 287.9 req/s +h1 full niquests 10240 B c=150 round=3/3 2359.0 req/s +h1 full aiohttp 131072 B c= 50 round=3/3 6279.3 req/s +h1 full pyreqwest_mt 131072 B c=150 round=3/3 7349.5 req/s +h1 stream niquests 131072 B c= 50 round=3/3 1412.7 req/s +h1 stream pycurl 1024 B c=100 round=3/3 6079.6 req/s +h1 stream pyreqwest_st 65536 B c=150 round=3/3 1361.0 req/s +h1 full curl_cffi 4194304 B c=100 round=3/3 174.2 req/s +h1 stream niquests 1048576 B c=150 round=3/3 568.9 req/s +h1 stream wreq 131072 B c=150 round=3/3 17253.0 req/s +h1 stream requests 1048576 B c=150 round=3/3 156.5 req/s +h1 stream ry 1048576 B c=100 round=3/3 399.6 req/s +h1 stream wreq_st 1048576 B c=100 round=3/3 599.8 req/s +h1 full wreq_st 2097152 B c=150 round=3/3 561.9 req/s +h1 stream requests 10240 B c=100 round=3/3 1231.0 req/s +h1 full curl_cffi 1048576 B c= 50 round=3/3 668.3 req/s +h1 stream pycurl 131072 B c=100 round=3/3 1764.0 req/s +h1 full wreq_blocking 2097152 B c=150 round=3/3 866.7 req/s +h1 stream niquests_blocking 65536 B c= 10 round=3/3 820.6 req/s +h1 stream httpx 1048576 B c= 50 round=3/3 237.7 req/s +h1 full httpx_blocking 65536 B c=100 round=3/3 1099.1 req/s +h1 full ry_blocking 4194304 B c=100 round=3/3 899.7 req/s +h1 stream aiohttp 10240 B c=100 round=3/3 7290.0 req/s +h1 full ry 1024 B c=100 round=3/3 2975.5 req/s +h1 stream httpx 10240 B c=150 round=3/3 736.0 req/s +h1 full niquests_blocking 4194304 B c=150 round=3/3 53.6 req/s +h1 stream curl_cffi_blocking 2097152 B c= 50 round=3/3 114.1 req/s +h1 full wreq_blocking 131072 B c=100 round=3/3 3193.3 req/s +h1 full curl_cffi 1024 B c=150 round=3/3 6444.4 req/s +h1 stream aiohttp 1048576 B c= 10 round=3/3 990.8 req/s +h1 full wreq_blocking 1024 B c=150 round=3/3 3355.5 req/s +h1 stream httpx 131072 B c=150 round=3/3 414.5 req/s +h1 stream requests 1024 B c= 10 round=3/3 1335.3 req/s +h1 full curl_cffi 65536 B c= 10 round=3/3 4698.4 req/s +h1 full niquests 1024 B c=100 round=3/3 2331.1 req/s +h1 stream wreq_st 2097152 B c=100 round=3/3 357.9 req/s +h1 full ry_blocking 4194304 B c= 50 round=3/3 959.8 req/s +h1 stream wreq_st 131072 B c= 10 round=3/3 5081.9 req/s +h1 stream httpx 65536 B c= 10 round=3/3 1243.5 req/s +h1 full pyreqwest_mt 131072 B c= 10 round=3/3 6556.9 req/s +h1 stream pycurl 65536 B c=100 round=3/3 2332.6 req/s +h1 stream pyreqwest_st 65536 B c=100 round=3/3 1407.5 req/s +h1 stream requests 4194304 B c=150 round=3/3 50.7 req/s +h1 full niquests 131072 B c= 50 round=3/3 1804.0 req/s +h1 full niquests_blocking 10240 B c=150 round=3/3 1418.9 req/s +h1 stream niquests_blocking 10240 B c=150 round=3/3 1296.6 req/s +h1 full wreq_blocking 131072 B c= 10 round=3/3 3364.1 req/s +h1 stream requests 2097152 B c=150 round=3/3 92.4 req/s +h1 stream ry 4194304 B c= 10 round=3/3 251.5 req/s +h1 full niquests 2097152 B c=100 round=3/3 437.0 req/s +h1 stream wreq_blocking 131072 B c=150 round=3/3 511.3 req/s +h1 full httpx 1024 B c= 50 round=3/3 900.8 req/s +h1 full wreq 1048576 B c= 10 round=3/3 5125.1 req/s +h1 full httpx 65536 B c= 10 round=3/3 1372.4 req/s +h1 stream ry_blocking 2097152 B c= 50 round=3/3 991.5 req/s +h1 stream wreq_st 10240 B c=150 round=3/3 15264.7 req/s +h1 stream httpx 4194304 B c= 50 round=3/3 139.3 req/s +h1 stream aiohttp 2097152 B c=100 round=3/3 762.2 req/s +h1 stream curl_cffi_blocking 65536 B c= 10 round=3/3 461.1 req/s +h1 stream wreq_st 10240 B c= 10 round=3/3 12811.0 req/s +h1 full curl_cffi 10240 B c=150 round=3/3 6627.7 req/s +h1 full curl_cffi 65536 B c=150 round=3/3 4165.5 req/s +h1 full pyreqwest_st 1048576 B c=150 round=3/3 963.2 req/s +h1 full ry 65536 B c=150 round=3/3 2771.3 req/s +h1 full curl_cffi_blocking 131072 B c=100 round=3/3 477.3 req/s +h1 stream niquests_blocking 4194304 B c= 50 round=3/3 50.3 req/s +h1 stream pyreqwest_mt 131072 B c= 10 round=3/3 1482.6 req/s +h1 full ry 2097152 B c=150 round=3/3 988.9 req/s +h1 full niquests_blocking 1048576 B c=150 round=3/3 190.3 req/s +h1 full curl_cffi_blocking 131072 B c=150 round=3/3 474.6 req/s +h1 stream httpx_blocking 4194304 B c= 10 round=3/3 45.6 req/s +h1 stream httpx 1024 B c=100 round=3/3 753.7 req/s +h1 full pyreqwest_mt 1048576 B c=100 round=3/3 3146.1 req/s +h1 stream niquests 2097152 B c= 10 round=3/3 387.3 req/s +h1 full wreq_blocking 2097152 B c=100 round=3/3 881.0 req/s +h1 stream pycurl 1048576 B c=150 round=3/3 281.7 req/s +h1 full niquests 131072 B c=150 round=3/3 1762.8 req/s +h1 stream requests 65536 B c= 50 round=3/3 770.3 req/s +h1 full curl_cffi 131072 B c= 10 round=3/3 3174.3 req/s +h1 stream pyreqwest_mt 2097152 B c=150 round=3/3 522.5 req/s +h1 full wreq 65536 B c= 10 round=3/3 24086.5 req/s +h1 full wreq_st 4194304 B c= 50 round=3/3 320.5 req/s +h1 full pyreqwest_mt 2097152 B c= 10 round=3/3 1987.8 req/s +h1 full niquests_blocking 4194304 B c= 50 round=3/3 54.2 req/s +h1 stream ry_blocking 10240 B c=100 round=3/3 4847.5 req/s +h1 stream requests 1048576 B c= 10 round=3/3 157.0 req/s +h1 full wreq_st 65536 B c=100 round=3/3 18879.4 req/s +h1 full curl_cffi_blocking 10240 B c=100 round=3/3 560.9 req/s +h1 stream wreq_blocking 65536 B c=100 round=3/3 519.5 req/s +h1 stream pyreqwest_mt 1024 B c= 50 round=3/3 3331.4 req/s +h1 stream ry_blocking 1048576 B c= 10 round=3/3 1201.1 req/s +h1 full requests 131072 B c=100 round=3/3 758.5 req/s +h1 full pycurl 131072 B c= 50 round=3/3 2678.1 req/s +h1 full requests 131072 B c= 10 round=3/3 806.0 req/s +h1 stream wreq_st 10240 B c=100 round=3/3 17852.2 req/s +h1 full wreq_blocking 65536 B c= 10 round=3/3 3511.3 req/s +h1 stream aiohttp 2097152 B c= 50 round=3/3 796.0 req/s +h1 stream httpx_blocking 65536 B c= 50 round=3/3 777.9 req/s +h1 stream wreq 131072 B c= 10 round=3/3 11633.1 req/s +h1 full niquests_blocking 1048576 B c= 50 round=3/3 192.9 req/s +h1 full requests 1048576 B c=150 round=3/3 190.2 req/s +h1 full ry_blocking 1048576 B c=100 round=3/3 3534.1 req/s +h1 full httpx 65536 B c= 50 round=3/3 768.4 req/s +h1 stream pyreqwest_mt 2097152 B c= 50 round=3/3 506.8 req/s +h1 stream ry_blocking 4194304 B c=100 round=3/3 747.6 req/s +h1 full httpx 10240 B c=100 round=3/3 855.2 req/s +h1 full httpx 131072 B c= 50 round=3/3 650.1 req/s +h1 full niquests 65536 B c=150 round=3/3 2109.6 req/s +h1 full wreq_st 1024 B c=100 round=3/3 51005.7 req/s +h1 stream pyreqwest_st 1048576 B c= 50 round=3/3 391.8 req/s +h1 full wreq 65536 B c=100 round=3/3 43011.3 req/s +h1 stream pyreqwest_mt 4194304 B c=150 round=3/3 419.3 req/s +h1 stream ry 1048576 B c= 10 round=3/3 338.1 req/s +h1 full wreq 1048576 B c=100 round=3/3 4211.2 req/s +h1 full wreq 1048576 B c= 50 round=3/3 4527.7 req/s +h1 full curl_cffi_blocking 65536 B c=100 round=3/3 512.2 req/s +h1 full wreq_st 1048576 B c=100 round=3/3 1033.8 req/s +h1 full aiohttp 1048576 B c= 10 round=3/3 1556.9 req/s +h1 full niquests_blocking 1024 B c=100 round=3/3 1466.5 req/s +h1 full wreq 1024 B c=100 round=3/3 85459.6 req/s +h1 stream requests 65536 B c=100 round=3/3 748.5 req/s +h1 full requests 1024 B c= 50 round=3/3 1436.7 req/s +h1 full niquests 131072 B c= 10 round=3/3 1862.2 req/s +h1 full aiohttp 1024 B c= 10 round=3/3 8445.3 req/s +h1 full httpx_blocking 65536 B c= 10 round=3/3 1171.5 req/s +h1 stream wreq 10240 B c= 50 round=3/3 26072.4 req/s +h1 full httpx 1024 B c= 10 round=3/3 1552.6 req/s +h1 stream ry_blocking 65536 B c=150 round=3/3 3081.2 req/s +h1 stream ry_blocking 4194304 B c= 50 round=3/3 759.6 req/s +h1 stream httpx 2097152 B c=150 round=3/3 109.3 req/s +h1 stream pycurl 1048576 B c= 50 round=3/3 283.8 req/s +h1 stream wreq 1024 B c=100 round=3/3 23838.5 req/s +h1 full curl_cffi_blocking 4194304 B c= 50 round=3/3 83.6 req/s +h1 full curl_cffi_blocking 10240 B c=150 round=3/3 550.7 req/s +h1 full pyreqwest_st 1024 B c=150 round=3/3 4268.0 req/s +h1 stream pyreqwest_st 10240 B c=100 round=3/3 2349.5 req/s +h1 full pyreqwest_st 10240 B c=100 round=3/3 4206.0 req/s +h1 full wreq_st 10240 B c= 50 round=3/3 43439.2 req/s +h1 full wreq_blocking 4194304 B c=100 round=3/3 494.7 req/s +h1 full ry 131072 B c= 10 round=3/3 2478.3 req/s +h1 stream ry 131072 B c=100 round=3/3 1081.4 req/s +h1 stream pyreqwest_st 4194304 B c= 50 round=3/3 189.4 req/s +h1 full httpx 4194304 B c=150 round=3/3 81.8 req/s +h1 stream httpx_blocking 1024 B c= 10 round=3/3 1520.9 req/s +h1 stream pycurl 1024 B c=150 round=3/3 5762.5 req/s +h1 full requests 65536 B c=100 round=3/3 959.9 req/s +h1 full aiohttp 1024 B c=100 round=3/3 8833.7 req/s +h1 full requests 1024 B c= 10 round=3/3 1474.3 req/s +h1 stream requests 4194304 B c= 50 round=3/3 50.5 req/s +h1 full httpx_blocking 1024 B c= 50 round=3/3 1792.2 req/s +h1 stream niquests_blocking 1024 B c= 50 round=3/3 1344.0 req/s +h1 full httpx 1048576 B c=100 round=3/3 230.8 req/s +h1 full wreq_blocking 1048576 B c= 10 round=3/3 1582.2 req/s +h1 full ry_blocking 65536 B c= 50 round=3/3 7418.3 req/s +h1 stream wreq_blocking 4194304 B c=100 round=3/3 253.0 req/s +h1 stream wreq_blocking 65536 B c=150 round=3/3 510.0 req/s +h1 stream httpx 1024 B c= 10 round=3/3 1323.4 req/s +h1 stream niquests_blocking 2097152 B c=150 round=3/3 92.2 req/s +h1 stream niquests 65536 B c=100 round=3/3 1573.6 req/s +h1 stream httpx_blocking 1048576 B c= 10 round=3/3 139.7 req/s +h1 full curl_cffi_blocking 1024 B c= 50 round=3/3 566.2 req/s +h1 full wreq_st 131072 B c= 50 round=3/3 8308.5 req/s +h1 full httpx_blocking 10240 B c=100 round=3/3 1703.6 req/s +h1 stream wreq_st 1048576 B c= 10 round=3/3 645.0 req/s +h1 full ry_blocking 65536 B c= 10 round=3/3 8910.3 req/s +h1 stream ry_blocking 131072 B c=100 round=3/3 3114.4 req/s +h1 full niquests_blocking 65536 B c= 10 round=3/3 1082.2 req/s +h1 full niquests_blocking 2097152 B c= 10 round=3/3 105.7 req/s +h1 stream niquests 2097152 B c=100 round=3/3 395.2 req/s +h1 stream wreq_st 65536 B c=150 round=3/3 5694.9 req/s +h1 full requests 131072 B c=150 round=3/3 742.1 req/s +h1 full pyreqwest_st 131072 B c=100 round=3/3 3229.8 req/s +h1 stream httpx_blocking 1048576 B c= 50 round=3/3 140.8 req/s +h1 stream pycurl 65536 B c=150 round=3/3 2352.7 req/s +h1 full niquests 2097152 B c= 50 round=3/3 436.8 req/s +h1 full pycurl 4194304 B c=150 round=3/3 113.3 req/s +h1 full ry_blocking 65536 B c=150 round=3/3 6652.9 req/s +h1 stream curl_cffi_blocking 1024 B c= 10 round=3/3 524.2 req/s +h1 full wreq_st 1024 B c=150 round=3/3 47524.7 req/s +h1 stream wreq_blocking 131072 B c=100 round=3/3 517.4 req/s +h1 full requests 4194304 B c= 50 round=3/3 54.1 req/s +h1 stream niquests_blocking 65536 B c=150 round=3/3 768.1 req/s +h1 full niquests_blocking 1024 B c= 10 round=3/3 1571.0 req/s +h1 full httpx_blocking 4194304 B c= 10 round=3/3 48.7 req/s +h1 stream curl_cffi 1048576 B c=150 round=3/3 457.3 req/s +h1 stream requests 1048576 B c= 50 round=3/3 156.1 req/s +h1 full aiohttp 2097152 B c= 50 round=3/3 829.4 req/s +h1 full niquests_blocking 2097152 B c= 50 round=3/3 103.8 req/s +h1 full ry 1048576 B c=150 round=3/3 1615.4 req/s +h1 full pyreqwest_mt 1024 B c= 10 round=3/3 6918.0 req/s +h1 stream niquests_blocking 1024 B c= 10 round=3/3 1410.1 req/s +h1 full pyreqwest_mt 4194304 B c= 10 round=3/3 974.2 req/s +h1 full wreq 4194304 B c= 10 round=3/3 1082.6 req/s +h1 stream pycurl 2097152 B c= 50 round=3/3 155.5 req/s +h1 full requests 1024 B c=150 round=3/3 1359.7 req/s +h1 full curl_cffi_blocking 1024 B c=150 round=3/3 552.3 req/s +h1 stream pyreqwest_mt 65536 B c= 50 round=3/3 1738.4 req/s +h1 full niquests_blocking 65536 B c=100 round=3/3 993.8 req/s +h1 stream pycurl 10240 B c= 10 round=3/3 6753.9 req/s +h1 full ry 10240 B c= 50 round=3/3 2856.0 req/s +h1 stream wreq 4194304 B c= 10 round=3/3 1088.6 req/s +h1 stream requests 10240 B c=150 round=3/3 1221.5 req/s +h1 stream ry 10240 B c=100 round=3/3 1742.5 req/s +h1 full pycurl 2097152 B c= 50 round=3/3 219.5 req/s +h1 stream wreq 1048576 B c= 10 round=3/3 4139.6 req/s +h1 stream aiohttp 65536 B c= 10 round=3/3 5276.9 req/s +h1 full wreq 65536 B c=150 round=3/3 43845.1 req/s +h1 stream pycurl 131072 B c= 10 round=3/3 1827.7 req/s +h1 stream pycurl 65536 B c= 10 round=3/3 2538.6 req/s +h1 stream pyreqwest_st 1048576 B c=150 round=3/3 393.5 req/s +h1 stream pyreqwest_st 65536 B c= 50 round=3/3 1432.6 req/s +h1 full niquests_blocking 4194304 B c= 10 round=3/3 54.5 req/s +h1 full wreq 10240 B c=150 round=3/3 66927.4 req/s +h1 stream httpx 131072 B c= 10 round=3/3 1078.3 req/s +h1 stream niquests 131072 B c=150 round=3/3 1423.2 req/s +h1 full curl_cffi_blocking 131072 B c= 50 round=3/3 477.9 req/s +h1 full curl_cffi_blocking 2097152 B c= 10 round=3/3 147.8 req/s +h1 stream niquests_blocking 1048576 B c= 50 round=3/3 157.3 req/s +h1 stream httpx_blocking 1048576 B c=100 round=3/3 138.8 req/s +h1 stream aiohttp 131072 B c= 10 round=3/3 4810.0 req/s +h1 stream pyreqwest_mt 1048576 B c=100 round=3/3 583.3 req/s +h1 stream niquests_blocking 10240 B c= 50 round=3/3 1388.5 req/s +h1 full pyreqwest_mt 4194304 B c= 50 round=3/3 944.2 req/s +h1 full ry 2097152 B c= 10 round=3/3 951.8 req/s +h1 full curl_cffi 10240 B c=100 round=3/3 5647.3 req/s +h1 stream niquests 1024 B c= 10 round=3/3 2188.5 req/s +h1 stream curl_cffi_blocking 10240 B c=100 round=3/3 523.9 req/s +h1 stream requests 65536 B c= 10 round=3/3 780.6 req/s +h1 stream niquests 1024 B c=150 round=3/3 2305.7 req/s +h1 full niquests 2097152 B c= 10 round=3/3 406.5 req/s +h1 full pyreqwest_mt 1024 B c=150 round=3/3 7918.5 req/s +h1 stream wreq_blocking 2097152 B c= 50 round=3/3 321.1 req/s +h1 full curl_cffi 131072 B c=100 round=3/3 3187.4 req/s +h1 full ry 65536 B c=100 round=3/3 2643.4 req/s +h1 stream ry 2097152 B c= 10 round=3/3 298.4 req/s +h1 stream niquests 4194304 B c= 50 round=3/3 207.4 req/s +h1 full niquests_blocking 131072 B c= 50 round=3/3 797.4 req/s +h1 stream httpx 2097152 B c=100 round=3/3 125.0 req/s +h1 stream niquests 1048576 B c= 50 round=3/3 547.6 req/s +h1 stream wreq 1048576 B c= 50 round=3/3 4054.4 req/s +h1 full niquests_blocking 2097152 B c=150 round=3/3 101.8 req/s +h1 full httpx_blocking 131072 B c=100 round=3/3 825.9 req/s +h1 stream wreq 131072 B c= 50 round=3/3 19688.9 req/s +h1 stream httpx_blocking 2097152 B c=100 round=3/3 82.1 req/s +h1 full ry_blocking 65536 B c=100 round=3/3 7315.8 req/s +h1 full pyreqwest_mt 65536 B c=100 round=3/3 7431.8 req/s +h1 full aiohttp 65536 B c=100 round=3/3 7967.8 req/s +h1 stream niquests_blocking 4194304 B c=150 round=3/3 50.5 req/s +h1 stream httpx 1048576 B c= 10 round=3/3 365.5 req/s +h1 full requests 2097152 B c= 50 round=3/3 104.1 req/s +h1 stream aiohttp 4194304 B c= 50 round=3/3 436.1 req/s +h1 stream httpx_blocking 4194304 B c=100 round=3/3 45.3 req/s +h1 stream httpx 4194304 B c= 10 round=3/3 159.1 req/s +h1 stream curl_cffi 131072 B c= 10 round=3/3 2068.1 req/s +h1 full requests 1048576 B c= 50 round=3/3 192.1 req/s +h1 stream pyreqwest_st 2097152 B c= 50 round=3/3 294.2 req/s +h1 stream wreq_st 1024 B c= 50 round=3/3 20275.6 req/s +h1 stream curl_cffi_blocking 1024 B c= 50 round=3/3 528.9 req/s +h1 full wreq_st 65536 B c= 10 round=3/3 15141.4 req/s +h1 stream httpx 1024 B c=150 round=3/3 745.2 req/s +h1 full wreq_blocking 10240 B c=100 round=3/3 3460.1 req/s +h1 stream pycurl 2097152 B c= 10 round=3/3 153.7 req/s +h1 full wreq 131072 B c=100 round=3/3 34126.5 req/s +h1 stream pyreqwest_st 4194304 B c=100 round=3/3 182.6 req/s +h1 full curl_cffi 10240 B c= 50 round=3/3 6522.1 req/s +h1 full aiohttp 10240 B c= 50 round=3/3 8357.1 req/s +h1 full ry_blocking 10240 B c=150 round=3/3 6889.3 req/s +h1 stream pyreqwest_mt 1024 B c= 10 round=3/3 2890.9 req/s +h1 full requests 2097152 B c=150 round=3/3 102.5 req/s +h1 stream aiohttp 65536 B c= 50 round=3/3 5768.5 req/s +h1 stream aiohttp 1024 B c=100 round=3/3 8004.7 req/s +h1 stream niquests_blocking 1048576 B c=150 round=3/3 155.8 req/s +h1 stream ry_blocking 131072 B c= 50 round=3/3 3329.8 req/s +h1 stream curl_cffi_blocking 1048576 B c=100 round=3/3 176.0 req/s +h1 full pycurl 1024 B c= 50 round=3/3 11599.9 req/s +h1 full pyreqwest_st 4194304 B c= 10 round=3/3 339.5 req/s +h1 stream niquests_blocking 2097152 B c= 50 round=3/3 91.6 req/s +h1 stream pycurl 4194304 B c= 10 round=3/3 81.2 req/s +h1 full wreq_st 1024 B c= 10 round=3/3 26023.0 req/s +h1 stream wreq 10240 B c=100 round=3/3 25937.1 req/s +h1 full aiohttp 1048576 B c=150 round=3/3 1569.5 req/s +h1 full pyreqwest_st 2097152 B c=150 round=3/3 559.4 req/s +h1 full ry_blocking 1048576 B c=150 round=3/3 3503.7 req/s +h1 stream requests 131072 B c=100 round=3/3 617.4 req/s +h1 full niquests_blocking 65536 B c=150 round=3/3 1001.4 req/s +h1 full wreq_st 4194304 B c=100 round=3/3 302.6 req/s +h1 stream curl_cffi 1024 B c= 10 round=3/3 3573.2 req/s +h1 stream curl_cffi_blocking 2097152 B c=150 round=3/3 118.1 req/s +h1 full pyreqwest_st 131072 B c= 50 round=3/3 3290.2 req/s +h1 full httpx_blocking 2097152 B c=100 round=3/3 95.4 req/s +h1 stream ry 131072 B c= 10 round=3/3 925.6 req/s +h1 full pyreqwest_st 10240 B c=150 round=3/3 4377.1 req/s +h1 full wreq_st 1024 B c= 50 round=3/3 47361.4 req/s +h1 stream niquests 10240 B c=100 round=3/3 2255.1 req/s +h1 full httpx_blocking 1048576 B c= 50 round=3/3 181.5 req/s +h1 full curl_cffi_blocking 10240 B c= 50 round=3/3 563.3 req/s +h1 stream ry_blocking 131072 B c=150 round=3/3 2987.6 req/s +h1 full requests 1048576 B c= 10 round=3/3 195.1 req/s +h1 full ry_blocking 10240 B c=100 round=3/3 7341.9 req/s +h1 full pyreqwest_st 131072 B c=150 round=3/3 3303.1 req/s +h1 stream curl_cffi 10240 B c=150 round=3/3 4368.1 req/s +h1 stream wreq 2097152 B c=150 round=3/3 1834.4 req/s +h1 stream ry_blocking 1024 B c= 50 round=3/3 5041.2 req/s +h1 full wreq 4194304 B c=150 round=3/3 889.9 req/s +h1 stream httpx_blocking 10240 B c= 50 round=3/3 1467.3 req/s +h1 stream httpx 10240 B c= 10 round=3/3 1387.7 req/s +h1 full aiohttp 4194304 B c= 50 round=3/3 385.8 req/s +h1 stream ry 131072 B c=150 round=3/3 1102.4 req/s +h1 full httpx_blocking 1024 B c= 10 round=3/3 1812.2 req/s +h1 stream httpx 65536 B c= 50 round=3/3 551.1 req/s +h1 stream niquests_blocking 65536 B c=100 round=3/3 767.2 req/s +h1 stream curl_cffi_blocking 131072 B c= 10 round=3/3 426.9 req/s +h1 full wreq_blocking 1024 B c= 10 round=3/3 3718.6 req/s +h1 stream niquests 4194304 B c= 10 round=3/3 208.5 req/s +h1 full httpx 65536 B c=100 round=3/3 734.3 req/s +h1 stream wreq_blocking 2097152 B c=150 round=3/3 317.2 req/s +h1 full pycurl 2097152 B c=150 round=3/3 213.9 req/s +h1 stream curl_cffi_blocking 10240 B c=150 round=3/3 522.2 req/s +h1 full ry 10240 B c=150 round=3/3 3074.8 req/s +h1 full curl_cffi 4194304 B c=150 round=3/3 182.8 req/s +h1 full ry 2097152 B c= 50 round=3/3 1040.2 req/s +h1 stream httpx_blocking 131072 B c= 10 round=3/3 640.8 req/s +h1 full httpx 2097152 B c= 50 round=3/3 200.1 req/s +h1 stream httpx 65536 B c=150 round=3/3 476.8 req/s +h1 full requests 131072 B c= 50 round=3/3 775.0 req/s +h1 stream pyreqwest_st 10240 B c=150 round=3/3 2639.0 req/s +h1 stream httpx_blocking 65536 B c= 10 round=3/3 770.0 req/s +h1 full ry 1048576 B c= 10 round=3/3 1417.6 req/s +h1 full aiohttp 2097152 B c= 10 round=3/3 811.9 req/s +h1 stream curl_cffi_blocking 10240 B c= 10 round=3/3 525.5 req/s +h1 stream pyreqwest_st 131072 B c= 50 round=3/3 1323.5 req/s +h1 full curl_cffi_blocking 1048576 B c=100 round=3/3 232.6 req/s +h1 stream pyreqwest_st 10240 B c= 10 round=3/3 2651.3 req/s +h1 stream requests 1048576 B c=100 round=3/3 157.9 req/s +h1 stream ry 1024 B c= 10 round=3/3 1481.4 req/s +h1 full curl_cffi 1024 B c= 10 round=3/3 5768.3 req/s +h1 stream wreq_blocking 10240 B c=150 round=3/3 551.1 req/s +h1 stream curl_cffi 65536 B c= 10 round=3/3 2543.2 req/s +h1 full pyreqwest_st 2097152 B c=100 round=3/3 566.1 req/s +h1 full wreq_st 10240 B c=150 round=3/3 43891.5 req/s +h1 full curl_cffi_blocking 131072 B c= 10 round=3/3 480.6 req/s +h1 full httpx_blocking 1048576 B c=150 round=3/3 185.2 req/s +h1 stream pyreqwest_mt 1048576 B c= 10 round=3/3 483.8 req/s +h1 stream niquests_blocking 10240 B c=100 round=3/3 1306.7 req/s +h1 stream httpx_blocking 4194304 B c= 50 round=3/3 45.7 req/s +h1 full wreq_blocking 10240 B c= 10 round=3/3 3779.7 req/s +h1 full ry 1048576 B c= 50 round=3/3 1634.4 req/s +h1 stream niquests_blocking 10240 B c= 10 round=3/3 1368.5 req/s +h1 stream ry_blocking 1024 B c= 10 round=3/3 5401.8 req/s +h1 stream ry_blocking 1048576 B c=100 round=3/3 1152.5 req/s +h1 full wreq_st 131072 B c=100 round=3/3 8307.3 req/s +h1 stream requests 4194304 B c=100 round=3/3 50.8 req/s +h1 full httpx_blocking 131072 B c= 50 round=3/3 834.9 req/s +h1 full pycurl 1048576 B c= 10 round=3/3 419.9 req/s +h1 full niquests 65536 B c= 10 round=3/3 2122.8 req/s +h1 stream requests 10240 B c= 50 round=3/3 1286.3 req/s +h1 stream wreq 1048576 B c=150 round=3/3 3545.7 req/s +h1 full wreq_blocking 10240 B c=150 round=3/3 3346.8 req/s +h1 stream httpx_blocking 1024 B c=100 round=3/3 1454.4 req/s +h1 full requests 2097152 B c= 10 round=3/3 104.5 req/s +h1 stream pycurl 2097152 B c=150 round=3/3 156.7 req/s +h1 full curl_cffi 1024 B c= 50 round=3/3 6194.4 req/s +h1 full niquests_blocking 1048576 B c= 10 round=3/3 193.1 req/s +h1 stream wreq_st 131072 B c=150 round=3/3 3753.3 req/s +h1 full wreq_blocking 4194304 B c=150 round=3/3 501.6 req/s +h1 stream httpx 2097152 B c= 50 round=3/3 195.4 req/s +h1 full httpx 10240 B c=150 round=3/3 854.0 req/s +h1 stream niquests 4194304 B c=150 round=3/3 206.6 req/s +h1 stream httpx 10240 B c= 50 round=3/3 772.3 req/s +h1 stream wreq_blocking 10240 B c= 50 round=3/3 563.7 req/s +h1 stream curl_cffi_blocking 1024 B c=150 round=3/3 523.1 req/s +h1 stream wreq_st 4194304 B c= 10 round=3/3 240.7 req/s +h1 full ry 1024 B c= 10 round=3/3 2567.7 req/s +h1 stream wreq 1024 B c= 50 round=3/3 23311.5 req/s +h1 full wreq_st 1048576 B c= 10 round=3/3 1227.5 req/s +h1 full pycurl 65536 B c= 10 round=3/3 4676.0 req/s +h1 full aiohttp 4194304 B c=150 round=3/3 341.7 req/s +h1 full pyreqwest_st 2097152 B c= 50 round=3/3 616.3 req/s +h1 full aiohttp 10240 B c=100 round=3/3 8830.1 req/s +h1 stream aiohttp 4194304 B c=150 round=3/3 413.7 req/s +h1 stream curl_cffi_blocking 1048576 B c= 50 round=3/3 177.5 req/s +h1 stream ry_blocking 4194304 B c=150 round=3/3 724.1 req/s +h1 full niquests_blocking 65536 B c= 50 round=3/3 1056.7 req/s +h1 full aiohttp 2097152 B c=100 round=3/3 767.5 req/s +h1 full niquests_blocking 10240 B c=100 round=3/3 1467.5 req/s +h1 full curl_cffi 4194304 B c= 10 round=3/3 179.5 req/s +h1 full niquests 65536 B c= 50 round=3/3 2102.3 req/s +h1 stream aiohttp 65536 B c=150 round=3/3 5796.4 req/s +h1 stream pyreqwest_st 1024 B c=150 round=3/3 2495.5 req/s +h1 stream httpx 131072 B c=100 round=3/3 432.4 req/s +h1 stream wreq_st 1024 B c= 10 round=3/3 13704.7 req/s +h1 full curl_cffi_blocking 2097152 B c= 50 round=3/3 147.6 req/s +h1 stream ry 131072 B c= 50 round=3/3 1067.8 req/s +h1 stream ry_blocking 1048576 B c= 50 round=3/3 1209.5 req/s +h1 full httpx_blocking 1048576 B c=100 round=3/3 180.0 req/s +h1 stream aiohttp 1048576 B c= 50 round=3/3 961.7 req/s +h1 stream pyreqwest_mt 10240 B c=150 round=3/3 3470.6 req/s +h1 full pyreqwest_mt 1024 B c=100 round=3/3 7687.1 req/s +h1 stream curl_cffi 1048576 B c=100 round=3/3 462.3 req/s +h1 stream wreq 65536 B c= 50 round=3/3 19434.1 req/s +h1 full curl_cffi_blocking 4194304 B c=100 round=3/3 84.3 req/s +h1 stream aiohttp 1048576 B c=100 round=3/3 1120.3 req/s +h1 stream wreq_st 2097152 B c=150 round=3/3 352.6 req/s +h1 full pyreqwest_mt 1048576 B c=150 round=3/3 2987.7 req/s +h1 stream aiohttp 10240 B c= 50 round=3/3 7328.0 req/s +h1 stream aiohttp 1048576 B c=150 round=3/3 1108.9 req/s +h1 stream niquests_blocking 4194304 B c= 10 round=3/3 50.1 req/s +h1 full httpx_blocking 1024 B c=100 round=3/3 1752.7 req/s +h1 stream httpx 65536 B c=100 round=3/3 475.6 req/s +h1 full httpx 4194304 B c=100 round=3/3 85.2 req/s +h1 stream requests 131072 B c= 10 round=3/3 638.5 req/s +h1 full httpx 1048576 B c=150 round=3/3 215.7 req/s +h1 full pyreqwest_st 4194304 B c=100 round=3/3 314.6 req/s +h1 full pycurl 65536 B c=150 round=3/3 3959.3 req/s +h1 full niquests 4194304 B c=150 round=3/3 228.4 req/s +h1 stream niquests_blocking 1048576 B c=100 round=3/3 154.5 req/s +h1 stream ry 1024 B c=150 round=3/3 1756.5 req/s +h1 stream wreq 10240 B c=150 round=3/3 17877.9 req/s +h1 full wreq_st 2097152 B c= 50 round=3/3 599.5 req/s +h1 stream requests 1024 B c=100 round=3/3 1243.1 req/s +h1 full httpx_blocking 65536 B c=150 round=3/3 1091.8 req/s +h1 full wreq_st 4194304 B c=150 round=3/3 286.9 req/s +h1 stream ry 2097152 B c= 50 round=3/3 346.4 req/s +h1 stream httpx 4194304 B c=100 round=3/3 84.8 req/s +h1 stream requests 4194304 B c= 10 round=3/3 51.1 req/s +h1 full aiohttp 1024 B c=150 round=3/3 8992.5 req/s +h1 stream curl_cffi_blocking 2097152 B c=100 round=3/3 113.3 req/s +h1 full pyreqwest_st 4194304 B c=150 round=3/3 307.8 req/s +h1 stream wreq 65536 B c=150 round=3/3 19827.8 req/s +h1 stream wreq 1048576 B c=100 round=3/3 3704.4 req/s +h1 stream wreq_blocking 1048576 B c=100 round=3/3 362.7 req/s +h1 stream httpx_blocking 65536 B c=100 round=3/3 757.4 req/s +h1 full pyreqwest_mt 10240 B c=100 round=3/3 7638.3 req/s +h1 stream pyreqwest_st 1024 B c= 10 round=3/3 2614.0 req/s +h1 full pyreqwest_mt 10240 B c= 50 round=3/3 7726.5 req/s +h1 full pyreqwest_mt 10240 B c=150 round=3/3 7920.7 req/s +h1 full httpx 1048576 B c= 50 round=3/3 268.3 req/s +h1 full pycurl 4194304 B c= 50 round=3/3 113.0 req/s +h1 stream curl_cffi_blocking 10240 B c= 50 round=3/3 528.9 req/s +h1 stream wreq_st 65536 B c= 10 round=3/3 7655.6 req/s +h1 full wreq_blocking 4194304 B c= 50 round=3/3 528.8 req/s +h1 stream niquests_blocking 4194304 B c=100 round=3/3 51.1 req/s +h1 stream pyreqwest_mt 65536 B c= 10 round=3/3 1504.5 req/s +h1 stream wreq_blocking 65536 B c= 10 round=3/3 522.4 req/s +h1 full pycurl 10240 B c=150 round=3/3 9249.2 req/s +h1 stream pyreqwest_st 65536 B c= 10 round=3/3 1404.5 req/s +h1 stream requests 10240 B c= 10 round=3/3 1193.4 req/s +h1 stream curl_cffi_blocking 4194304 B c=100 round=3/3 65.2 req/s +h1 full httpx_blocking 2097152 B c= 10 round=3/3 94.7 req/s +h1 full requests 4194304 B c=150 round=3/3 54.1 req/s +h1 full httpx_blocking 10240 B c= 10 round=3/3 1830.3 req/s +h1 full pycurl 10240 B c= 50 round=3/3 11349.3 req/s +h1 full curl_cffi 131072 B c= 50 round=3/3 3042.3 req/s +h1 full ry_blocking 10240 B c= 10 round=3/3 8974.8 req/s +h1 full httpx 2097152 B c=100 round=3/3 150.2 req/s +h1 full requests 4194304 B c= 10 round=3/3 54.0 req/s +h1 stream ry 65536 B c=100 round=3/3 1087.6 req/s +h1 stream pyreqwest_mt 131072 B c=100 round=3/3 1806.7 req/s +h1 stream httpx 10240 B c=100 round=3/3 755.1 req/s +h1 stream aiohttp 65536 B c=100 round=3/3 5763.6 req/s +h1 full httpx 1024 B c=100 round=3/3 879.1 req/s +h1 full pycurl 1024 B c= 10 round=3/3 13340.6 req/s +h1 full ry 10240 B c= 10 round=3/3 2618.2 req/s +h1 stream curl_cffi_blocking 131072 B c=100 round=3/3 430.1 req/s +h1 stream pycurl 1048576 B c= 10 round=3/3 277.4 req/s +h1 stream pyreqwest_st 4194304 B c= 10 round=3/3 190.5 req/s +h1 stream ry_blocking 2097152 B c=100 round=3/3 981.1 req/s +h1 full httpx 10240 B c= 50 round=3/3 903.7 req/s +h1 full aiohttp 1048576 B c=100 round=3/3 1486.7 req/s +h1 full curl_cffi 1024 B c=100 round=3/3 5859.1 req/s +h1 stream wreq_st 2097152 B c= 50 round=3/3 383.1 req/s +h1 full httpx 1024 B c=150 round=3/3 818.7 req/s +h1 full pycurl 65536 B c=100 round=3/3 4122.4 req/s +h1 stream ry_blocking 10240 B c= 10 round=3/3 5407.3 req/s +h1 stream aiohttp 10240 B c=150 round=3/3 7799.8 req/s +h1 full niquests 131072 B c=100 round=3/3 1760.1 req/s +h1 full niquests 4194304 B c= 50 round=3/3 233.6 req/s +h1 full pyreqwest_st 10240 B c= 10 round=3/3 4447.7 req/s +h1 full requests 1024 B c=100 round=3/3 1401.4 req/s +h1 stream ry_blocking 65536 B c= 50 round=3/3 3295.4 req/s +h1 full niquests 4194304 B c= 10 round=3/3 221.6 req/s +h1 full pyreqwest_mt 1048576 B c= 10 round=3/3 3199.0 req/s +h1 full niquests_blocking 131072 B c= 10 round=3/3 829.6 req/s +h1 stream curl_cffi 4194304 B c=150 round=3/3 123.6 req/s +h1 stream curl_cffi_blocking 131072 B c= 50 round=3/3 428.7 req/s +h1 full niquests 1048576 B c= 50 round=3/3 710.2 req/s +h1 full wreq_st 2097152 B c= 10 round=3/3 587.2 req/s +h1 stream pyreqwest_mt 131072 B c= 50 round=3/3 1738.9 req/s +h1 stream pyreqwest_st 131072 B c= 10 round=3/3 1390.7 req/s +h1 stream wreq 1024 B c=150 round=3/3 22876.3 req/s +h1 full pycurl 1048576 B c=150 round=3/3 415.9 req/s +h1 stream curl_cffi 1024 B c= 50 round=3/3 4329.5 req/s +h1 full niquests_blocking 1024 B c=150 round=3/3 1455.8 req/s +h1 stream pyreqwest_mt 1048576 B c= 50 round=3/3 563.5 req/s +h1 full ry_blocking 131072 B c= 50 round=3/3 7679.5 req/s +h1 full httpx_blocking 131072 B c= 10 round=3/3 855.7 req/s +h1 stream aiohttp 10240 B c= 10 round=3/3 6847.7 req/s +h1 stream curl_cffi_blocking 4194304 B c= 10 round=3/3 67.3 req/s +h1 stream ry 65536 B c= 10 round=3/3 917.1 req/s +h1 full wreq 10240 B c= 10 round=3/3 28421.8 req/s +h1 full pyreqwest_st 1048576 B c=100 round=3/3 883.0 req/s +h1 full ry 4194304 B c=100 round=3/3 600.5 req/s +h1 stream pycurl 2097152 B c=100 round=3/3 155.8 req/s +h1 stream httpx 2097152 B c= 10 round=3/3 255.3 req/s +h1 full wreq_st 131072 B c=150 round=3/3 7455.8 req/s +h1 stream curl_cffi_blocking 2097152 B c= 10 round=3/3 115.2 req/s +h1 stream wreq 131072 B c=100 round=3/3 18057.1 req/s +h1 stream httpx_blocking 2097152 B c= 50 round=3/3 82.7 req/s +h1 stream niquests 2097152 B c=150 round=3/3 391.7 req/s +h1 full pycurl 10240 B c= 10 round=3/3 13423.1 req/s +h1 full niquests_blocking 131072 B c=100 round=3/3 758.3 req/s +h1 full curl_cffi_blocking 65536 B c= 50 round=3/3 516.1 req/s +h1 full ry_blocking 131072 B c=150 round=3/3 6380.7 req/s +h1 full wreq 1024 B c= 50 round=3/3 81814.4 req/s +h1 full requests 1048576 B c=100 round=3/3 190.4 req/s +h1 stream wreq_blocking 10240 B c=100 round=3/3 554.5 req/s +h1 full pyreqwest_st 1024 B c= 50 round=3/3 4610.0 req/s +h1 stream wreq_blocking 10240 B c= 10 round=3/3 558.3 req/s +h1 full pyreqwest_st 1024 B c= 10 round=3/3 4527.8 req/s +h1 full wreq_st 65536 B c= 50 round=3/3 17542.1 req/s +h1 full niquests_blocking 10240 B c= 50 round=3/3 1525.6 req/s +h1 stream pyreqwest_mt 2097152 B c= 10 round=3/3 440.9 req/s +h1 stream ry 4194304 B c=100 round=3/3 294.4 req/s +h1 stream ry 4194304 B c=150 round=3/3 286.1 req/s +h1 full wreq 2097152 B c=150 round=3/3 1900.8 req/s +h1 stream pyreqwest_mt 10240 B c= 10 round=3/3 2898.7 req/s +h1 full curl_cffi 1048576 B c=150 round=3/3 663.2 req/s +h1 full aiohttp 65536 B c= 10 round=3/3 7384.8 req/s +h1 stream curl_cffi 4194304 B c=100 round=3/3 130.7 req/s +h1 full wreq 1048576 B c=150 round=3/3 3835.1 req/s +h1 stream niquests 1048576 B c=100 round=3/3 519.6 req/s +h1 stream requests 131072 B c=150 round=3/3 613.4 req/s +h1 stream ry_blocking 65536 B c=100 round=3/3 3156.4 req/s +h1 full ry 65536 B c= 10 round=3/3 2444.6 req/s +h1 full ry_blocking 4194304 B c=150 round=3/3 803.6 req/s +h1 stream pycurl 65536 B c= 50 round=3/3 2508.7 req/s +h1 full wreq 1024 B c=150 round=3/3 84653.8 req/s +h1 stream ry_blocking 4194304 B c= 10 round=3/3 996.8 req/s +h1 full wreq_blocking 1048576 B c= 50 round=3/3 1496.8 req/s +h1 full ry 4194304 B c=150 round=3/3 570.1 req/s +h1 full ry_blocking 1024 B c= 50 round=3/3 8066.3 req/s +h1 full aiohttp 131072 B c=100 round=3/3 6261.7 req/s +h1 full niquests 10240 B c= 50 round=3/3 2292.8 req/s +h1 full requests 10240 B c= 50 round=3/3 1402.8 req/s +h1 full ry 1048576 B c=100 round=3/3 1626.6 req/s +h1 full pycurl 131072 B c=100 round=3/3 2522.6 req/s +h1 full curl_cffi 65536 B c=100 round=3/3 4047.4 req/s +h1 stream wreq_st 65536 B c= 50 round=3/3 6558.3 req/s +h1 stream wreq_blocking 1048576 B c= 10 round=3/3 368.1 req/s +h1 stream wreq_st 65536 B c=100 round=3/3 6239.4 req/s +h1 stream curl_cffi 131072 B c= 50 round=3/3 2319.8 req/s +h1 full pycurl 131072 B c= 10 round=3/3 2720.7 req/s +h1 stream ry_blocking 65536 B c= 10 round=3/3 3340.2 req/s +h1 stream httpx_blocking 131072 B c= 50 round=3/3 620.2 req/s +h1 full wreq_blocking 131072 B c=150 round=3/3 2972.3 req/s +h1 full curl_cffi 65536 B c= 50 round=3/3 4671.7 req/s +h1 stream ry_blocking 131072 B c= 10 round=3/3 3333.7 req/s +h1 stream curl_cffi 65536 B c=150 round=3/3 2499.7 req/s +h1 full aiohttp 131072 B c=150 round=3/3 6446.3 req/s +h1 full wreq_blocking 1048576 B c=150 round=3/3 1416.9 req/s +h1 stream wreq 65536 B c=100 round=3/3 21832.7 req/s +h1 stream curl_cffi_blocking 131072 B c=150 round=3/3 426.5 req/s +h1 full ry_blocking 131072 B c=100 round=3/3 6986.7 req/s +h1 full curl_cffi_blocking 4194304 B c=150 round=3/3 88.1 req/s +h1 stream httpx 1048576 B c=150 round=3/3 152.3 req/s +h1 full pyreqwest_st 65536 B c= 10 round=3/3 3758.5 req/s +h1 stream requests 1024 B c= 50 round=3/3 1285.1 req/s +h1 stream ry 2097152 B c=100 round=3/3 351.4 req/s +h2 stream wreq 4194304 B c= 10 round=1/3 172.5 req/s +h2 stream curl_cffi 1024 B c= 50 round=1/3 5965.4 req/s +h2 stream httpx_blocking 65536 B c=150 round=1/3 605.7 req/s +h2 stream ry 131072 B c= 10 round=1/3 548.4 req/s +h2 full wreq_blocking 2097152 B c= 10 round=1/3 1167.2 req/s +h2 full niquests_blocking 4194304 B c=150 round=1/3 19.0 req/s +h2 stream pyreqwest_st 4194304 B c=150 round=1/3 63.9 req/s +h2 stream niquests_blocking 4194304 B c=150 round=1/3 18.9 req/s +h2 full pyreqwest_st 131072 B c=150 round=1/3 1464.9 req/s +h2 full httpx 1024 B c=100 round=1/3 1686.6 req/s +h2 stream wreq 4194304 B c=150 round=1/3 141.1 req/s +h2 stream httpx_blocking 131072 B c=150 round=1/3 363.1 req/s +h2 full pyreqwest_st 131072 B c= 50 round=1/3 1598.9 req/s +h2 stream curl_cffi_blocking 2097152 B c=150 round=1/3 80.0 req/s +h2 full wreq_blocking 131072 B c= 10 round=1/3 3514.6 req/s +h2 full ry 65536 B c=100 round=1/3 1676.0 req/s +h2 full niquests 1024 B c=150 round=1/3 2083.3 req/s +h2 full curl_cffi 1048576 B c=150 round=1/3 558.6 req/s +h2 stream niquests_blocking 65536 B c=150 round=1/3 643.9 req/s +h2 full ry 131072 B c=100 round=1/3 977.9 req/s +h2 stream httpx_blocking 1024 B c=150 round=1/3 1443.1 req/s +h2 stream httpx 1024 B c= 10 round=1/3 1611.5 req/s +h2 full pycurl 4194304 B c= 50 round=1/3 55.8 req/s +h2 full pyreqwest_mt 131072 B c= 50 round=1/3 2434.0 req/s +h2 stream niquests_blocking 2097152 B c=100 round=1/3 36.5 req/s +h2 full curl_cffi 131072 B c= 50 round=1/3 2954.7 req/s +h2 stream pycurl 131072 B c=100 round=1/3 1241.3 req/s +h2 full wreq 131072 B c=150 round=1/3 4196.7 req/s +h2 full ry_blocking 10240 B c=150 round=1/3 6672.5 req/s +h2 full wreq_blocking 131072 B c=150 round=1/3 3225.4 req/s +h2 full httpx 2097152 B c=100 round=1/3 38.5 req/s +h2 full pyreqwest_mt 4194304 B c=150 round=1/3 77.2 req/s +h2 stream wreq_blocking 131072 B c= 10 round=1/3 521.4 req/s +h2 full httpx_blocking 4194304 B c= 50 round=1/3 10.1 req/s +h2 full curl_cffi_blocking 1024 B c=100 round=1/3 555.5 req/s +h2 stream pycurl 1024 B c= 50 round=1/3 6424.5 req/s +h2 full wreq 2097152 B c=100 round=1/3 324.6 req/s +h2 stream httpx_blocking 2097152 B c=150 round=1/3 27.6 req/s +h2 stream curl_cffi_blocking 4194304 B c=150 round=1/3 42.9 req/s +h2 full niquests_blocking 2097152 B c= 10 round=1/3 36.6 req/s +h2 stream niquests 131072 B c= 10 round=1/3 891.7 req/s +h2 full httpx_blocking 1048576 B c=100 round=1/3 49.2 req/s +h2 stream pycurl 65536 B c=150 round=1/3 1859.8 req/s +h2 stream ry_blocking 131072 B c=100 round=1/3 1751.7 req/s +h2 stream niquests_blocking 131072 B c=100 round=1/3 420.5 req/s +h2 full wreq_st 10240 B c=150 round=1/3 23015.7 req/s +h2 full wreq_blocking 10240 B c= 50 round=1/3 3631.6 req/s +h2 full niquests 131072 B c= 50 round=1/3 892.6 req/s +h2 stream curl_cffi_blocking 2097152 B c= 10 round=1/3 78.3 req/s +h2 stream pyreqwest_mt 1048576 B c= 50 round=1/3 223.9 req/s +h2 full pycurl 1024 B c=150 round=1/3 9333.2 req/s +h2 stream niquests_blocking 1048576 B c=150 round=1/3 73.1 req/s +h2 full ry 10240 B c=100 round=1/3 2923.4 req/s +h2 stream wreq_st 10240 B c= 10 round=1/3 10388.1 req/s +h2 stream curl_cffi 1048576 B c=100 round=1/3 492.0 req/s +h2 full pyreqwest_st 10240 B c=150 round=1/3 4124.7 req/s +h2 full ry_blocking 10240 B c= 50 round=1/3 7760.0 req/s +h2 stream curl_cffi 10240 B c= 50 round=1/3 5149.1 req/s +h2 full pyreqwest_st 2097152 B c=150 round=1/3 136.4 req/s +h2 stream wreq_st 65536 B c= 50 round=1/3 6706.7 req/s +h2 stream curl_cffi_blocking 4194304 B c= 10 round=1/3 42.1 req/s +h2 full pyreqwest_mt 65536 B c= 10 round=1/3 3627.3 req/s +h2 stream httpx_blocking 4194304 B c= 50 round=1/3 13.4 req/s +h2 full niquests_blocking 1024 B c=100 round=1/3 1260.3 req/s +h2 stream ry_blocking 1048576 B c= 10 round=1/3 333.1 req/s +h2 stream pyreqwest_mt 4194304 B c= 10 round=1/3 74.0 req/s +h2 stream niquests 4194304 B c= 10 round=1/3 48.1 req/s +h2 full niquests_blocking 1024 B c=150 round=1/3 1199.3 req/s +h2 full niquests_blocking 4194304 B c= 10 round=1/3 18.6 req/s +h2 stream pycurl 1048576 B c= 10 round=1/3 185.8 req/s +h2 full wreq 1048576 B c=150 round=1/3 628.2 req/s +h2 stream httpx_blocking 1048576 B c=150 round=1/3 54.6 req/s +h2 stream curl_cffi_blocking 131072 B c= 10 round=1/3 384.5 req/s +h2 stream curl_cffi_blocking 4194304 B c= 50 round=1/3 42.2 req/s +h2 stream curl_cffi_blocking 131072 B c=100 round=1/3 385.9 req/s +h2 full httpx 1048576 B c= 10 round=1/3 100.3 req/s +h2 stream wreq_blocking 131072 B c= 50 round=1/3 526.7 req/s +h2 stream wreq 2097152 B c= 50 round=1/3 281.7 req/s +h2 stream pyreqwest_st 10240 B c= 10 round=1/3 2474.1 req/s +h2 stream httpx_blocking 1048576 B c= 50 round=1/3 53.3 req/s +h2 full pyreqwest_mt 4194304 B c= 50 round=1/3 84.5 req/s +h2 full niquests 131072 B c=150 round=1/3 927.7 req/s +h2 full niquests_blocking 131072 B c=100 round=1/3 427.4 req/s +h2 stream pyreqwest_mt 10240 B c=100 round=1/3 3468.3 req/s +h2 stream curl_cffi_blocking 131072 B c= 50 round=1/3 393.1 req/s +h2 stream niquests_blocking 4194304 B c=100 round=1/3 18.5 req/s +h2 full niquests_blocking 131072 B c= 10 round=1/3 436.8 req/s +h2 full curl_cffi_blocking 4194304 B c= 50 round=1/3 47.6 req/s +h2 full curl_cffi 2097152 B c=150 round=1/3 312.0 req/s +h2 full curl_cffi_blocking 2097152 B c=100 round=1/3 87.5 req/s +h2 full niquests_blocking 2097152 B c=150 round=1/3 37.4 req/s +h2 stream curl_cffi_blocking 1048576 B c=150 round=1/3 139.4 req/s +h2 stream ry 131072 B c=150 round=1/3 639.2 req/s +h2 full wreq_blocking 1024 B c=150 round=1/3 3330.6 req/s +h2 stream wreq_blocking 2097152 B c=100 round=1/3 333.9 req/s +h2 full httpx 65536 B c=100 round=1/3 910.1 req/s +h2 stream httpx 2097152 B c=100 round=1/3 53.3 req/s +h2 full httpx_blocking 1024 B c=100 round=1/3 1468.9 req/s +h2 full niquests 1024 B c=100 round=1/3 2107.4 req/s +h2 full curl_cffi_blocking 1048576 B c= 10 round=1/3 151.3 req/s +h2 stream curl_cffi 1048576 B c= 10 round=1/3 467.8 req/s +h2 full pycurl 65536 B c=150 round=1/3 2818.1 req/s +h2 full httpx_blocking 131072 B c= 10 round=1/3 362.5 req/s +h2 full curl_cffi_blocking 65536 B c=150 round=1/3 481.8 req/s +h2 full pyreqwest_mt 1024 B c= 10 round=1/3 6645.8 req/s +h2 full httpx 1048576 B c=150 round=1/3 90.6 req/s +h2 stream pyreqwest_mt 4194304 B c= 50 round=1/3 75.0 req/s +h2 full wreq_st 65536 B c=150 round=1/3 11946.0 req/s +h2 stream pyreqwest_mt 10240 B c= 10 round=1/3 2786.4 req/s +h2 stream niquests 4194304 B c=150 round=1/3 48.7 req/s +h2 stream curl_cffi 2097152 B c=100 round=1/3 236.3 req/s +h2 stream pycurl 1024 B c=150 round=1/3 5555.9 req/s +h2 full pycurl 4194304 B c=100 round=1/3 57.0 req/s +h2 full pyreqwest_st 1048576 B c=150 round=1/3 271.0 req/s +h2 full ry 4194304 B c=150 round=1/3 40.6 req/s +h2 stream niquests_blocking 131072 B c= 50 round=1/3 425.9 req/s +h2 stream wreq 1024 B c= 10 round=1/3 10174.9 req/s +h2 stream wreq 10240 B c=150 round=1/3 15422.4 req/s +h2 full curl_cffi 2097152 B c=100 round=1/3 307.0 req/s +h2 full httpx_blocking 10240 B c= 10 round=1/3 1555.7 req/s +h2 full pycurl 1048576 B c= 10 round=1/3 211.5 req/s +h2 stream pyreqwest_mt 131072 B c= 50 round=1/3 1194.5 req/s +h2 stream ry 1048576 B c= 10 round=1/3 106.1 req/s +h2 stream niquests 10240 B c=150 round=1/3 2024.5 req/s +h2 stream pyreqwest_st 1024 B c=100 round=1/3 2574.5 req/s +h2 stream wreq_blocking 10240 B c= 50 round=1/3 562.5 req/s +h2 stream wreq_blocking 2097152 B c= 50 round=1/3 334.1 req/s +h2 stream httpx_blocking 1024 B c=100 round=1/3 1454.3 req/s +h2 full ry 10240 B c= 10 round=1/3 2556.5 req/s +h2 full wreq_blocking 65536 B c= 50 round=1/3 3590.2 req/s +h2 full pyreqwest_st 2097152 B c=100 round=1/3 134.7 req/s +h2 full curl_cffi_blocking 1024 B c= 10 round=1/3 560.0 req/s +h2 stream ry_blocking 10240 B c=150 round=1/3 4477.4 req/s +h2 stream ry_blocking 1048576 B c=150 round=1/3 328.6 req/s +h2 full ry 1048576 B c=100 round=1/3 152.5 req/s +h2 full wreq 2097152 B c= 10 round=1/3 303.1 req/s +h2 stream pyreqwest_st 1024 B c= 50 round=1/3 2534.3 req/s +h2 full niquests 2097152 B c= 50 round=1/3 97.3 req/s +h2 full ry_blocking 1024 B c= 50 round=1/3 7965.2 req/s +h2 stream ry_blocking 1024 B c= 10 round=1/3 5329.0 req/s +h2 full wreq_st 1048576 B c= 50 round=1/3 845.9 req/s +h2 stream ry 10240 B c= 50 round=1/3 1714.0 req/s +h2 stream pyreqwest_mt 1024 B c=100 round=1/3 3417.6 req/s +h2 full wreq_st 1048576 B c=100 round=1/3 829.4 req/s +h2 stream wreq_blocking 1048576 B c=150 round=1/3 373.3 req/s +h2 stream curl_cffi 65536 B c=150 round=1/3 2891.9 req/s +h2 full wreq 65536 B c=150 round=1/3 7659.6 req/s +h2 stream niquests_blocking 10240 B c=150 round=1/3 1215.5 req/s +h2 full niquests_blocking 1048576 B c= 50 round=1/3 71.9 req/s +h2 full curl_cffi_blocking 131072 B c= 50 round=1/3 431.5 req/s +h2 full wreq_blocking 1024 B c= 50 round=1/3 3624.6 req/s +h2 stream pyreqwest_st 4194304 B c= 10 round=1/3 58.9 req/s +h2 stream wreq 1048576 B c= 50 round=1/3 544.1 req/s +h2 full wreq_blocking 65536 B c=100 round=1/3 3409.8 req/s +h2 stream pyreqwest_mt 1048576 B c= 10 round=1/3 222.6 req/s +h2 full wreq 131072 B c= 50 round=1/3 4153.4 req/s +h2 stream wreq_st 1024 B c=100 round=1/3 14678.4 req/s +h2 full niquests_blocking 10240 B c=100 round=1/3 1241.2 req/s +h2 full niquests_blocking 65536 B c= 10 round=1/3 681.9 req/s +h2 stream wreq 4194304 B c= 50 round=1/3 142.6 req/s +h2 stream niquests 2097152 B c=100 round=1/3 96.8 req/s +h2 stream niquests 131072 B c=100 round=1/3 876.4 req/s +h2 stream wreq 10240 B c= 10 round=1/3 9902.3 req/s +h2 full pyreqwest_st 1024 B c= 10 round=1/3 4159.9 req/s +h2 stream pyreqwest_st 65536 B c= 10 round=1/3 1173.7 req/s +h2 stream niquests_blocking 65536 B c=100 round=1/3 658.9 req/s +h2 stream httpx_blocking 131072 B c=100 round=1/3 362.4 req/s +h2 full wreq_blocking 1024 B c=100 round=1/3 3307.7 req/s +h2 full httpx_blocking 10240 B c=100 round=1/3 1459.3 req/s +h2 full wreq_st 65536 B c= 10 round=1/3 9671.3 req/s +h2 full curl_cffi 4194304 B c=100 round=1/3 156.8 req/s +h2 stream curl_cffi 10240 B c=150 round=1/3 5418.4 req/s +h2 stream curl_cffi_blocking 10240 B c=150 round=1/3 522.6 req/s +h2 full wreq_st 2097152 B c= 10 round=1/3 415.0 req/s +h2 full wreq 4194304 B c=150 round=1/3 151.8 req/s +h2 stream wreq_blocking 1024 B c=150 round=1/3 549.5 req/s +h2 full ry_blocking 2097152 B c=150 round=1/3 215.0 req/s +h2 stream pyreqwest_st 4194304 B c=100 round=1/3 61.1 req/s +h2 stream niquests_blocking 10240 B c= 10 round=1/3 1297.6 req/s +h2 stream pyreqwest_st 131072 B c=150 round=1/3 970.7 req/s +h2 full wreq 65536 B c= 10 round=1/3 6174.2 req/s +h2 stream httpx 131072 B c= 50 round=1/3 584.4 req/s +h2 full niquests 4194304 B c= 10 round=1/3 48.7 req/s +h2 full ry_blocking 1024 B c= 10 round=1/3 8574.0 req/s +h2 full ry_blocking 1048576 B c=100 round=1/3 419.2 req/s +h2 stream httpx_blocking 2097152 B c= 10 round=1/3 26.6 req/s +h2 full ry_blocking 4194304 B c=150 round=1/3 110.7 req/s +h2 full wreq_blocking 10240 B c=150 round=1/3 3346.0 req/s +h2 stream ry 4194304 B c= 50 round=1/3 37.5 req/s +h2 stream curl_cffi 131072 B c=100 round=1/3 2178.0 req/s +h2 stream wreq_blocking 10240 B c=100 round=1/3 553.9 req/s +h2 full ry 4194304 B c= 10 round=1/3 33.9 req/s +h2 full pyreqwest_mt 1048576 B c= 50 round=1/3 316.7 req/s +h2 stream pyreqwest_st 1024 B c= 10 round=1/3 2553.4 req/s +h2 full niquests_blocking 2097152 B c=100 round=1/3 36.6 req/s +h2 stream niquests_blocking 4194304 B c= 50 round=1/3 18.6 req/s +h2 stream pycurl 131072 B c=150 round=1/3 1209.3 req/s +h2 full wreq_blocking 1048576 B c= 50 round=1/3 1740.5 req/s +h2 full httpx_blocking 10240 B c= 50 round=1/3 1516.6 req/s +h2 full ry_blocking 1024 B c=100 round=1/3 7361.6 req/s +h2 full pyreqwest_st 65536 B c=150 round=1/3 2426.7 req/s +h2 full niquests 2097152 B c=100 round=1/3 100.8 req/s +h2 full ry 1048576 B c=150 round=1/3 152.2 req/s +h2 full curl_cffi 1048576 B c=100 round=1/3 593.8 req/s +h2 full httpx_blocking 1024 B c=150 round=1/3 1441.7 req/s +h2 stream pycurl 10240 B c=100 round=1/3 6046.2 req/s +h2 full curl_cffi_blocking 65536 B c=100 round=1/3 484.7 req/s +h2 stream ry 131072 B c= 50 round=1/3 637.7 req/s +h2 full niquests 1024 B c= 10 round=1/3 1990.8 req/s +h2 full pyreqwest_mt 65536 B c=150 round=1/3 4360.8 req/s +h2 stream httpx 4194304 B c= 10 round=1/3 29.0 req/s +h2 stream wreq 1024 B c= 50 round=1/3 21160.4 req/s +h2 stream ry_blocking 2097152 B c= 50 round=1/3 190.1 req/s +h2 stream pyreqwest_mt 10240 B c=150 round=1/3 3417.0 req/s +h2 stream wreq_blocking 65536 B c= 10 round=1/3 527.5 req/s +h2 full pyreqwest_mt 2097152 B c= 10 round=1/3 163.8 req/s +h2 full curl_cffi 4194304 B c= 10 round=1/3 152.9 req/s +h2 stream ry 10240 B c=100 round=1/3 1676.0 req/s +h2 full pycurl 1024 B c= 50 round=1/3 11281.4 req/s +h2 full niquests_blocking 10240 B c= 50 round=1/3 1274.9 req/s +h2 full httpx 2097152 B c=150 round=1/3 39.6 req/s +h2 full pyreqwest_st 131072 B c= 10 round=1/3 1650.2 req/s +h2 stream niquests 4194304 B c=100 round=1/3 50.6 req/s +h2 full wreq 4194304 B c= 10 round=1/3 166.5 req/s +h2 stream niquests 1048576 B c= 50 round=1/3 177.9 req/s +h2 full pyreqwest_mt 131072 B c=100 round=1/3 2380.0 req/s +h2 stream niquests_blocking 2097152 B c= 50 round=1/3 36.4 req/s +h2 stream curl_cffi 1024 B c=150 round=1/3 5808.3 req/s +h2 full pyreqwest_st 65536 B c= 50 round=1/3 2630.2 req/s +h2 full httpx_blocking 1048576 B c=150 round=1/3 51.3 req/s +h2 full niquests 65536 B c=100 round=1/3 1179.1 req/s +h2 full wreq_st 1024 B c= 50 round=1/3 23219.0 req/s +h2 stream niquests 65536 B c= 50 round=1/3 1304.8 req/s +h2 full httpx 10240 B c= 50 round=1/3 1638.9 req/s +h2 stream curl_cffi 65536 B c= 50 round=1/3 2716.3 req/s +h2 stream wreq 65536 B c=150 round=1/3 6522.5 req/s +h2 full pyreqwest_mt 1048576 B c=100 round=1/3 310.2 req/s +h2 stream ry 10240 B c= 10 round=1/3 1483.9 req/s +h2 stream httpx_blocking 10240 B c= 10 round=1/3 1548.1 req/s +h2 full niquests_blocking 1048576 B c= 10 round=1/3 72.2 req/s +h2 stream wreq_st 65536 B c=100 round=1/3 6422.9 req/s +h2 stream wreq_st 10240 B c=100 round=1/3 15433.1 req/s +h2 full wreq 1048576 B c= 50 round=1/3 615.8 req/s +h2 stream pycurl 10240 B c= 10 round=1/3 6808.3 req/s +h2 stream httpx 2097152 B c= 10 round=1/3 57.6 req/s +h2 stream httpx_blocking 4194304 B c= 10 round=1/3 13.3 req/s +h2 full curl_cffi_blocking 2097152 B c= 10 round=1/3 87.5 req/s +h2 full httpx_blocking 131072 B c= 50 round=1/3 360.9 req/s +h2 full wreq_st 4194304 B c=100 round=1/3 206.4 req/s +h2 stream pyreqwest_mt 65536 B c= 10 round=1/3 1322.6 req/s +h2 stream pycurl 10240 B c=150 round=1/3 5700.5 req/s +h2 full wreq_blocking 2097152 B c=150 round=1/3 1055.8 req/s +h2 full pyreqwest_st 1024 B c= 50 round=1/3 4108.5 req/s +h2 full wreq_blocking 131072 B c= 50 round=1/3 3495.0 req/s +h2 stream curl_cffi_blocking 4194304 B c=100 round=1/3 41.6 req/s +h2 stream httpx_blocking 1048576 B c= 10 round=1/3 53.6 req/s +h2 full ry 65536 B c=150 round=1/3 1620.5 req/s +h2 full ry_blocking 65536 B c= 10 round=1/3 4566.6 req/s +h2 stream ry_blocking 131072 B c= 10 round=1/3 1870.6 req/s +h2 full curl_cffi_blocking 2097152 B c=150 round=1/3 90.2 req/s +h2 stream ry 2097152 B c=100 round=1/3 70.1 req/s +h2 stream curl_cffi 1024 B c=100 round=1/3 5946.3 req/s +h2 full pycurl 131072 B c= 10 round=1/3 1610.5 req/s +h2 stream pyreqwest_mt 1024 B c= 50 round=1/3 3350.3 req/s +h2 full httpx 131072 B c=150 round=1/3 586.8 req/s +h2 stream httpx 1024 B c=100 round=1/3 1716.5 req/s +h2 stream wreq_st 131072 B c= 10 round=1/3 4297.8 req/s +h2 full wreq_st 10240 B c=100 round=1/3 23656.8 req/s +h2 stream ry 131072 B c=100 round=1/3 629.6 req/s +h2 stream httpx_blocking 4194304 B c=150 round=1/3 13.8 req/s +h2 stream wreq 131072 B c=150 round=1/3 3906.7 req/s +h2 full niquests 1048576 B c= 10 round=1/3 181.7 req/s +h2 full pyreqwest_st 4194304 B c= 10 round=1/3 66.6 req/s +h2 stream niquests 10240 B c= 50 round=1/3 1945.9 req/s +h2 stream pyreqwest_mt 2097152 B c=100 round=1/3 132.8 req/s +h2 full ry_blocking 1048576 B c= 50 round=1/3 426.3 req/s +h2 full ry_blocking 2097152 B c= 50 round=1/3 223.2 req/s +h2 stream niquests 2097152 B c=150 round=1/3 98.8 req/s +h2 full niquests_blocking 2097152 B c= 50 round=1/3 36.6 req/s +h2 full curl_cffi_blocking 2097152 B c= 50 round=1/3 87.7 req/s +h2 stream wreq_st 1024 B c=150 round=1/3 15280.4 req/s +h2 stream niquests 1024 B c=100 round=1/3 2030.1 req/s +h2 full wreq 65536 B c=100 round=1/3 7588.1 req/s +h2 stream httpx 131072 B c=150 round=1/3 594.7 req/s +h2 stream pyreqwest_st 2097152 B c=150 round=1/3 113.9 req/s +h2 full curl_cffi_blocking 4194304 B c= 10 round=1/3 48.2 req/s +h2 full pyreqwest_mt 65536 B c= 50 round=1/3 4391.1 req/s +h2 stream pyreqwest_mt 1048576 B c=150 round=1/3 221.9 req/s +h2 stream httpx_blocking 1024 B c= 50 round=1/3 1523.3 req/s +h2 stream wreq_st 1048576 B c= 50 round=1/3 841.7 req/s +h2 full niquests 4194304 B c= 50 round=1/3 49.5 req/s +h2 full niquests 10240 B c= 10 round=1/3 2029.4 req/s +h2 full ry 131072 B c= 10 round=1/3 880.9 req/s +h2 full httpx 1024 B c= 10 round=1/3 1543.5 req/s +h2 full niquests 131072 B c=100 round=1/3 910.7 req/s +h2 full pyreqwest_st 10240 B c= 50 round=1/3 3995.9 req/s +h2 full pyreqwest_mt 2097152 B c=100 round=1/3 156.9 req/s +h2 full ry 1024 B c=100 round=1/3 2895.7 req/s +h2 full wreq_st 2097152 B c= 50 round=1/3 420.8 req/s +h2 full httpx 1048576 B c= 50 round=1/3 93.7 req/s +h2 full pycurl 10240 B c=100 round=1/3 10182.6 req/s +h2 full wreq 1024 B c=150 round=1/3 29674.6 req/s +h2 stream pyreqwest_st 1024 B c=150 round=1/3 2598.5 req/s +h2 stream ry_blocking 1048576 B c= 50 round=1/3 339.3 req/s +h2 stream curl_cffi 131072 B c= 50 round=1/3 2112.1 req/s +h2 stream curl_cffi_blocking 65536 B c=150 round=1/3 436.6 req/s +h2 stream niquests_blocking 131072 B c= 10 round=1/3 441.0 req/s +h2 stream pyreqwest_st 10240 B c= 50 round=1/3 2479.5 req/s +h2 stream wreq 1048576 B c=100 round=1/3 510.3 req/s +h2 full wreq_blocking 65536 B c= 10 round=1/3 3388.7 req/s +h2 stream pyreqwest_st 1048576 B c=150 round=1/3 179.3 req/s +h2 stream wreq 65536 B c= 10 round=1/3 5414.0 req/s +h2 full curl_cffi 1024 B c=150 round=1/3 8009.2 req/s +h2 full httpx_blocking 4194304 B c=150 round=1/3 10.3 req/s +h2 stream wreq 1024 B c=100 round=1/3 22886.9 req/s +h2 stream ry_blocking 131072 B c= 50 round=1/3 1824.1 req/s +h2 stream niquests 1048576 B c= 10 round=1/3 178.6 req/s +h2 stream curl_cffi 4194304 B c= 50 round=1/3 137.5 req/s +h2 full wreq 1048576 B c= 10 round=1/3 676.4 req/s +h2 stream httpx 2097152 B c=150 round=1/3 53.9 req/s +h2 full pyreqwest_mt 10240 B c= 10 round=1/3 6391.1 req/s +h2 stream ry_blocking 1024 B c=150 round=1/3 4557.7 req/s +h2 full ry_blocking 4194304 B c= 50 round=1/3 108.3 req/s +h2 full httpx 1024 B c=150 round=1/3 1726.6 req/s +h2 stream pycurl 2097152 B c=100 round=1/3 97.5 req/s +h2 stream niquests 65536 B c= 10 round=1/3 1317.7 req/s +h2 stream wreq 131072 B c= 10 round=1/3 3452.3 req/s +h2 full httpx 131072 B c=100 round=1/3 584.8 req/s +h2 stream niquests 10240 B c=100 round=1/3 1977.0 req/s +h2 full niquests 2097152 B c= 10 round=1/3 100.2 req/s +h2 stream ry 1024 B c= 50 round=1/3 1700.7 req/s +h2 full ry 2097152 B c=150 round=1/3 79.8 req/s +h2 stream pyreqwest_mt 4194304 B c=150 round=1/3 70.8 req/s +h2 full wreq 10240 B c= 50 round=1/3 24700.5 req/s +h2 stream ry 65536 B c= 50 round=1/3 849.4 req/s +h2 stream httpx_blocking 65536 B c= 10 round=1/3 611.5 req/s +h2 full pyreqwest_st 65536 B c=100 round=1/3 2601.0 req/s +h2 stream wreq_blocking 4194304 B c= 10 round=1/3 278.3 req/s +h2 stream pycurl 65536 B c= 10 round=1/3 1953.7 req/s +h2 stream wreq_blocking 65536 B c=100 round=1/3 521.2 req/s +h2 stream pyreqwest_st 1048576 B c= 50 round=1/3 183.6 req/s +h2 full curl_cffi 1048576 B c= 50 round=1/3 600.2 req/s +h2 stream ry_blocking 65536 B c= 50 round=1/3 2460.3 req/s +h2 stream curl_cffi 10240 B c=100 round=1/3 5435.3 req/s +h2 stream curl_cffi_blocking 1048576 B c= 10 round=1/3 137.2 req/s +h2 stream wreq_blocking 1024 B c= 10 round=1/3 556.9 req/s +h2 stream ry 1048576 B c= 50 round=1/3 119.4 req/s +h2 full curl_cffi_blocking 65536 B c= 10 round=1/3 483.3 req/s +h2 stream wreq 10240 B c=100 round=1/3 19174.7 req/s +h2 stream niquests_blocking 10240 B c= 50 round=1/3 1248.3 req/s +h2 full ry 131072 B c=150 round=1/3 944.2 req/s +h2 stream pycurl 1048576 B c=100 round=1/3 191.3 req/s +h2 full ry_blocking 10240 B c=100 round=1/3 7188.8 req/s +h2 stream curl_cffi_blocking 1048576 B c= 50 round=1/3 137.2 req/s +h2 stream ry_blocking 2097152 B c= 10 round=1/3 186.1 req/s +h2 stream curl_cffi 65536 B c=100 round=1/3 2928.1 req/s +h2 stream httpx 4194304 B c=150 round=1/3 26.6 req/s +h2 stream pyreqwest_st 131072 B c= 10 round=1/3 930.2 req/s +h2 full wreq_blocking 2097152 B c=100 round=1/3 1075.1 req/s +h2 stream httpx_blocking 10240 B c= 50 round=1/3 1335.2 req/s +h2 full curl_cffi_blocking 10240 B c= 50 round=1/3 564.6 req/s +h2 full ry_blocking 131072 B c=150 round=1/3 2494.3 req/s +h2 full wreq_blocking 4194304 B c=150 round=1/3 601.2 req/s +h2 stream niquests 65536 B c=150 round=1/3 1351.4 req/s +h2 full ry 1048576 B c= 50 round=1/3 151.1 req/s +h2 stream pyreqwest_mt 65536 B c= 50 round=1/3 1511.9 req/s +h2 stream wreq_st 4194304 B c=150 round=1/3 203.5 req/s +h2 full wreq_st 65536 B c=100 round=1/3 11658.5 req/s +h2 stream curl_cffi_blocking 10240 B c=100 round=1/3 523.4 req/s +h2 stream wreq_blocking 65536 B c= 50 round=1/3 530.0 req/s +h2 full pyreqwest_st 2097152 B c= 10 round=1/3 130.7 req/s +h2 full pycurl 131072 B c=100 round=1/3 1607.6 req/s +h2 stream niquests 131072 B c=150 round=1/3 911.0 req/s +h2 stream httpx_blocking 131072 B c= 50 round=1/3 364.4 req/s +h2 full ry 65536 B c= 10 round=1/3 1417.7 req/s +h2 stream curl_cffi 2097152 B c=150 round=1/3 240.9 req/s +h2 stream pyreqwest_st 131072 B c=100 round=1/3 972.2 req/s +h2 stream ry_blocking 1024 B c= 50 round=1/3 5091.0 req/s +h2 stream wreq_st 10240 B c=150 round=1/3 13416.1 req/s +h2 stream wreq_st 65536 B c=150 round=1/3 6356.7 req/s +h2 stream pyreqwest_st 10240 B c=100 round=1/3 2601.2 req/s +h2 full niquests_blocking 65536 B c= 50 round=1/3 659.9 req/s +h2 full pycurl 1024 B c=100 round=1/3 10234.4 req/s +h2 stream ry_blocking 65536 B c=150 round=1/3 2308.8 req/s +h2 stream wreq_blocking 10240 B c=150 round=1/3 547.5 req/s +h2 stream httpx_blocking 2097152 B c= 50 round=1/3 26.9 req/s +h2 stream curl_cffi_blocking 65536 B c=100 round=1/3 437.2 req/s +h2 stream wreq_blocking 1048576 B c=100 round=1/3 369.7 req/s +h2 full curl_cffi 1024 B c= 50 round=1/3 7440.1 req/s +h2 full ry_blocking 1024 B c=150 round=1/3 6799.9 req/s +h2 full niquests 10240 B c= 50 round=1/3 1998.7 req/s +h2 stream curl_cffi 2097152 B c= 50 round=1/3 257.4 req/s +h2 full pyreqwest_st 2097152 B c= 50 round=1/3 140.7 req/s +h2 full pyreqwest_st 131072 B c=100 round=1/3 1532.1 req/s +h2 stream pyreqwest_st 65536 B c=150 round=1/3 1239.2 req/s +h2 stream curl_cffi_blocking 1024 B c= 50 round=1/3 529.3 req/s +h2 stream pycurl 1048576 B c= 50 round=1/3 191.4 req/s +h2 full ry 10240 B c=150 round=1/3 2998.3 req/s +h2 full wreq_blocking 4194304 B c= 50 round=1/3 641.9 req/s +h2 full wreq_blocking 1048576 B c=100 round=1/3 1683.6 req/s +h2 stream pyreqwest_mt 65536 B c=150 round=1/3 1590.6 req/s +h2 full curl_cffi_blocking 10240 B c= 10 round=1/3 562.9 req/s +h2 stream ry 2097152 B c= 10 round=1/3 58.4 req/s +h2 full wreq_blocking 1048576 B c=150 round=1/3 1583.5 req/s +h2 full ry_blocking 65536 B c= 50 round=1/3 4226.1 req/s +h2 stream curl_cffi 131072 B c= 10 round=1/3 1542.1 req/s +h2 stream httpx_blocking 65536 B c=100 round=1/3 596.1 req/s +h2 full pyreqwest_st 1048576 B c= 10 round=1/3 267.6 req/s +h2 full wreq 2097152 B c=150 round=1/3 318.8 req/s +h2 stream ry 1024 B c=150 round=1/3 1782.7 req/s +h2 stream niquests 65536 B c=100 round=1/3 1329.7 req/s +h2 stream niquests_blocking 65536 B c= 10 round=1/3 690.3 req/s +h2 stream httpx 65536 B c= 10 round=1/3 844.6 req/s +h2 full ry 131072 B c= 50 round=1/3 1036.7 req/s +h2 full pyreqwest_mt 10240 B c=150 round=1/3 7669.2 req/s +h2 stream pycurl 65536 B c= 50 round=1/3 1983.1 req/s +h2 stream pycurl 1024 B c=100 round=1/3 5985.0 req/s +h2 stream wreq_st 65536 B c= 10 round=1/3 5458.4 req/s +h2 stream httpx 131072 B c= 10 round=1/3 545.1 req/s +h2 full ry_blocking 131072 B c= 50 round=1/3 2703.2 req/s +h2 stream wreq_blocking 1024 B c=100 round=1/3 559.5 req/s +h2 stream ry_blocking 10240 B c= 50 round=1/3 5157.7 req/s +h2 stream ry 4194304 B c= 10 round=1/3 31.9 req/s +h2 full wreq_st 1024 B c= 10 round=1/3 18217.1 req/s +h2 stream niquests 1024 B c= 10 round=1/3 2031.9 req/s +h2 full ry 2097152 B c= 10 round=1/3 66.4 req/s +h2 stream pyreqwest_mt 1024 B c= 10 round=1/3 2884.7 req/s +h2 full pyreqwest_mt 1048576 B c= 10 round=1/3 341.7 req/s +h2 stream ry_blocking 1048576 B c=100 round=1/3 331.2 req/s +h2 full pyreqwest_mt 10240 B c= 50 round=1/3 7301.1 req/s +h2 full httpx_blocking 10240 B c=150 round=1/3 1407.3 req/s +h2 stream curl_cffi_blocking 10240 B c= 10 round=1/3 523.4 req/s +h2 stream curl_cffi_blocking 131072 B c=150 round=1/3 388.5 req/s +h2 stream pyreqwest_mt 10240 B c= 50 round=1/3 3342.7 req/s +h2 stream httpx_blocking 2097152 B c=100 round=1/3 26.6 req/s +h2 stream niquests_blocking 2097152 B c=150 round=1/3 37.4 req/s +h2 stream pyreqwest_st 2097152 B c= 50 round=1/3 108.9 req/s +h2 full pyreqwest_mt 131072 B c= 10 round=1/3 2253.9 req/s +h2 full pyreqwest_st 1048576 B c= 50 round=1/3 263.4 req/s +h2 full pyreqwest_st 10240 B c= 10 round=1/3 4102.1 req/s +h2 full curl_cffi 65536 B c=100 round=1/3 4584.8 req/s +h2 stream ry_blocking 2097152 B c=100 round=1/3 190.1 req/s +h2 full niquests 4194304 B c=150 round=1/3 53.7 req/s +h2 stream wreq_blocking 1048576 B c= 10 round=1/3 372.0 req/s +h2 stream wreq_st 131072 B c=100 round=1/3 6077.9 req/s +h2 stream ry_blocking 4194304 B c=100 round=1/3 100.1 req/s +h2 stream httpx 4194304 B c=100 round=1/3 26.9 req/s +h2 stream niquests_blocking 65536 B c= 50 round=1/3 679.9 req/s +h2 stream ry 65536 B c=150 round=1/3 850.6 req/s +h2 full ry 65536 B c= 50 round=1/3 1635.4 req/s +h2 stream pyreqwest_st 1048576 B c= 10 round=1/3 182.5 req/s +h2 full pyreqwest_st 4194304 B c=150 round=1/3 72.9 req/s +h2 stream curl_cffi_blocking 10240 B c= 50 round=1/3 529.6 req/s +h2 full wreq_st 131072 B c=100 round=1/3 6372.5 req/s +h2 full pycurl 131072 B c=150 round=1/3 1568.2 req/s +h2 full pycurl 1024 B c= 10 round=1/3 13032.3 req/s +h2 full httpx 4194304 B c=150 round=1/3 15.6 req/s +h2 full pycurl 65536 B c= 50 round=1/3 3023.1 req/s +h2 full wreq_st 131072 B c=150 round=1/3 6329.2 req/s +h2 stream httpx 1024 B c=150 round=1/3 1705.9 req/s +h2 stream pycurl 131072 B c= 10 round=1/3 1248.3 req/s +h2 stream wreq 10240 B c= 50 round=1/3 20981.8 req/s +h2 stream curl_cffi 2097152 B c= 10 round=1/3 256.2 req/s +h2 full niquests 1048576 B c= 50 round=1/3 179.5 req/s +h2 stream pyreqwest_st 65536 B c=100 round=1/3 1217.0 req/s +h2 full wreq_st 131072 B c= 10 round=1/3 6079.3 req/s +h2 full httpx_blocking 2097152 B c= 50 round=1/3 23.3 req/s +h2 full ry_blocking 4194304 B c=100 round=1/3 109.5 req/s +h2 full pycurl 2097152 B c=100 round=1/3 112.8 req/s +h2 full wreq_blocking 4194304 B c= 10 round=1/3 679.6 req/s +h2 full wreq_blocking 10240 B c=100 round=1/3 3443.0 req/s +h2 stream httpx 65536 B c=100 round=1/3 889.2 req/s +h2 stream wreq_st 131072 B c= 50 round=1/3 6063.0 req/s +h2 full wreq 4194304 B c=100 round=1/3 184.5 req/s +h2 stream pyreqwest_mt 2097152 B c=150 round=1/3 131.1 req/s +h2 stream wreq_st 2097152 B c=150 round=1/3 423.6 req/s +h2 full niquests 65536 B c= 10 round=1/3 1364.9 req/s +h2 stream ry 1048576 B c=150 round=1/3 121.4 req/s +h2 full niquests_blocking 1024 B c= 10 round=1/3 1327.9 req/s +h2 stream httpx 10240 B c= 50 round=1/3 1647.8 req/s +h2 full curl_cffi 65536 B c= 50 round=1/3 4532.6 req/s +h2 stream curl_cffi 1024 B c= 10 round=1/3 4621.6 req/s +h2 stream curl_cffi_blocking 65536 B c= 10 round=1/3 440.4 req/s +h2 full niquests_blocking 10240 B c=150 round=1/3 1187.8 req/s +h2 stream httpx_blocking 10240 B c=150 round=1/3 1434.1 req/s +h2 stream pyreqwest_mt 131072 B c=150 round=1/3 1230.9 req/s +h2 stream httpx 10240 B c=150 round=1/3 1713.8 req/s +h2 stream pyreqwest_st 1048576 B c=100 round=1/3 186.8 req/s +h2 stream httpx 1048576 B c= 50 round=1/3 107.2 req/s +h2 full pyreqwest_mt 1048576 B c=150 round=1/3 300.9 req/s +h2 full pycurl 1048576 B c=150 round=1/3 220.0 req/s +h2 full httpx 65536 B c= 10 round=1/3 836.7 req/s +h2 stream wreq_blocking 4194304 B c=100 round=1/3 273.0 req/s +h2 full curl_cffi 131072 B c= 10 round=1/3 2094.3 req/s +h2 full wreq_st 1024 B c=100 round=1/3 29953.3 req/s +h2 full curl_cffi 4194304 B c= 50 round=1/3 160.0 req/s +h2 full ry_blocking 2097152 B c=100 round=1/3 216.8 req/s +h2 stream wreq_blocking 4194304 B c= 50 round=1/3 277.5 req/s +h2 full wreq 1048576 B c=100 round=1/3 630.5 req/s +h2 stream pyreqwest_mt 1024 B c=150 round=1/3 3407.0 req/s +h2 stream ry_blocking 131072 B c=150 round=1/3 1724.4 req/s +h2 stream httpx 1048576 B c= 10 round=1/3 111.2 req/s +h2 full wreq_st 65536 B c= 50 round=1/3 12188.3 req/s +h2 stream httpx_blocking 1048576 B c=100 round=1/3 52.9 req/s +h2 stream wreq_blocking 1048576 B c= 50 round=1/3 373.5 req/s +h2 full niquests 2097152 B c=150 round=1/3 104.6 req/s +h2 stream curl_cffi_blocking 2097152 B c= 50 round=1/3 78.7 req/s +h2 full pyreqwest_mt 2097152 B c=150 round=1/3 153.5 req/s +h2 stream ry 65536 B c= 10 round=1/3 725.0 req/s +h2 stream curl_cffi 1048576 B c= 50 round=1/3 511.2 req/s +h2 full niquests_blocking 65536 B c=100 round=1/3 660.1 req/s +h2 full niquests 10240 B c=100 round=1/3 2033.4 req/s +h2 stream pyreqwest_mt 131072 B c=100 round=1/3 1222.1 req/s +h2 full wreq 1024 B c= 50 round=1/3 24685.1 req/s +h2 full niquests_blocking 4194304 B c=100 round=1/3 18.5 req/s +h2 full httpx 131072 B c= 10 round=1/3 539.3 req/s +h2 full curl_cffi_blocking 1048576 B c=150 round=1/3 154.8 req/s +h2 full curl_cffi 1024 B c=100 round=1/3 8253.9 req/s +h2 stream niquests 131072 B c= 50 round=1/3 871.1 req/s +h2 stream httpx 65536 B c= 50 round=1/3 867.6 req/s +h2 full httpx 10240 B c= 10 round=1/3 1595.0 req/s +h2 stream httpx 1024 B c= 50 round=1/3 1677.0 req/s +h2 stream niquests 1048576 B c=100 round=1/3 176.2 req/s +h2 full niquests_blocking 65536 B c=150 round=1/3 657.5 req/s +h2 full pycurl 1048576 B c= 50 round=1/3 220.9 req/s +h2 full pyreqwest_st 4194304 B c=100 round=1/3 73.9 req/s +h2 stream pyreqwest_st 131072 B c= 50 round=1/3 953.6 req/s +h2 full niquests_blocking 10240 B c= 10 round=1/3 1312.0 req/s +h2 full wreq 1024 B c= 10 round=1/3 12818.1 req/s +h2 full httpx_blocking 65536 B c= 10 round=1/3 627.4 req/s +h2 full pycurl 65536 B c= 10 round=1/3 3086.7 req/s +h2 stream niquests 4194304 B c= 50 round=1/3 48.4 req/s +h2 full pyreqwest_mt 2097152 B c= 50 round=1/3 166.8 req/s +h2 stream httpx_blocking 4194304 B c=100 round=1/3 13.1 req/s +h2 full httpx_blocking 2097152 B c=100 round=1/3 23.1 req/s +h2 stream curl_cffi 1048576 B c=150 round=1/3 476.9 req/s +h2 full wreq 131072 B c= 10 round=1/3 4015.6 req/s +h2 full ry 1024 B c=150 round=1/3 2990.9 req/s +h2 full niquests_blocking 1024 B c= 50 round=1/3 1305.9 req/s +h2 stream pycurl 2097152 B c=150 round=1/3 98.9 req/s +h2 full niquests 131072 B c= 10 round=1/3 887.7 req/s +h2 full ry_blocking 65536 B c=150 round=1/3 3863.4 req/s +h2 stream wreq_blocking 10240 B c= 10 round=1/3 557.4 req/s +h2 stream httpx_blocking 1024 B c= 10 round=1/3 1553.4 req/s +h2 stream wreq 1048576 B c=150 round=1/3 571.9 req/s +h2 stream niquests_blocking 2097152 B c= 10 round=1/3 36.6 req/s +h2 stream wreq_st 1048576 B c=100 round=1/3 843.3 req/s +h2 stream niquests_blocking 1024 B c= 10 round=1/3 1332.0 req/s +h2 full niquests 4194304 B c=100 round=1/3 49.7 req/s +h2 full httpx_blocking 65536 B c= 50 round=1/3 617.5 req/s +h2 full curl_cffi_blocking 4194304 B c=100 round=1/3 47.6 req/s +h2 full ry 2097152 B c= 50 round=1/3 78.4 req/s +h2 stream wreq 2097152 B c= 10 round=1/3 277.5 req/s +h2 full curl_cffi 65536 B c=150 round=1/3 4293.5 req/s +h2 stream pyreqwest_st 2097152 B c=100 round=1/3 110.1 req/s +h2 full httpx 2097152 B c= 10 round=1/3 47.6 req/s +h2 stream pycurl 10240 B c= 50 round=1/3 6359.2 req/s +h2 full pyreqwest_mt 131072 B c=150 round=1/3 1998.0 req/s +h2 full pyreqwest_mt 10240 B c=100 round=1/3 7442.8 req/s +h2 stream curl_cffi 10240 B c= 10 round=1/3 4393.2 req/s +h2 full pyreqwest_st 4194304 B c= 50 round=1/3 69.4 req/s +h2 full ry_blocking 10240 B c= 10 round=1/3 8986.4 req/s +h2 full curl_cffi_blocking 131072 B c=100 round=1/3 424.3 req/s +h2 stream pyreqwest_st 10240 B c=150 round=1/3 2532.2 req/s +h2 full curl_cffi 10240 B c= 10 round=1/3 6043.7 req/s +h2 full pyreqwest_mt 4194304 B c=100 round=1/3 80.5 req/s +h2 full curl_cffi 1048576 B c= 10 round=1/3 544.0 req/s +h2 stream niquests 2097152 B c= 10 round=1/3 94.4 req/s +h2 full ry 1024 B c= 50 round=1/3 2830.0 req/s +h2 full pycurl 65536 B c=100 round=1/3 2909.5 req/s +h2 stream ry 4194304 B c=150 round=1/3 38.2 req/s +h2 stream wreq 1048576 B c= 10 round=1/3 551.4 req/s +h2 full niquests 65536 B c=150 round=1/3 1341.3 req/s +h2 stream niquests_blocking 10240 B c=100 round=1/3 1058.2 req/s +h2 full curl_cffi 10240 B c=150 round=1/3 8164.7 req/s +h2 full httpx_blocking 1048576 B c= 50 round=1/3 49.8 req/s +h2 stream wreq 65536 B c= 50 round=1/3 7467.6 req/s +h2 stream niquests 1024 B c=150 round=1/3 2078.7 req/s +h2 stream wreq_st 131072 B c=150 round=1/3 5903.3 req/s +h2 full httpx_blocking 2097152 B c=150 round=1/3 23.9 req/s +h2 full wreq_blocking 65536 B c=150 round=1/3 3238.2 req/s +h2 full wreq_blocking 2097152 B c= 50 round=1/3 1137.8 req/s +h2 full httpx_blocking 1048576 B c= 10 round=1/3 51.3 req/s +h2 stream pycurl 4194304 B c=100 round=1/3 48.9 req/s +h2 full wreq 131072 B c=100 round=1/3 4025.6 req/s +h2 full ry_blocking 1048576 B c= 10 round=1/3 424.1 req/s +h2 full curl_cffi_blocking 131072 B c=150 round=1/3 424.8 req/s +h2 stream niquests_blocking 131072 B c=150 round=1/3 412.6 req/s +h2 full wreq_blocking 1024 B c= 10 round=1/3 3814.9 req/s +h2 stream pycurl 2097152 B c= 10 round=1/3 93.6 req/s +h2 full wreq_st 10240 B c= 50 round=1/3 24516.6 req/s +h2 full ry 1048576 B c= 10 round=1/3 137.8 req/s +h2 full pycurl 2097152 B c= 10 round=1/3 107.8 req/s +h2 full curl_cffi_blocking 1024 B c= 50 round=1/3 561.7 req/s +h2 stream wreq 2097152 B c=100 round=1/3 272.2 req/s +h2 full curl_cffi 10240 B c= 50 round=1/3 7367.4 req/s +h2 full curl_cffi 2097152 B c= 50 round=1/3 314.6 req/s +h2 full httpx 4194304 B c=100 round=1/3 15.6 req/s +h2 full curl_cffi 131072 B c=150 round=1/3 3032.0 req/s +h2 full ry_blocking 2097152 B c= 10 round=1/3 212.8 req/s +h2 full curl_cffi_blocking 10240 B c=150 round=1/3 551.7 req/s +h2 stream ry_blocking 4194304 B c= 50 round=1/3 101.1 req/s +h2 full curl_cffi_blocking 10240 B c=100 round=1/3 557.2 req/s +h2 full wreq_st 10240 B c= 10 round=1/3 16936.4 req/s +h2 stream httpx_blocking 65536 B c= 50 round=1/3 611.1 req/s +h2 stream httpx 1048576 B c=100 round=1/3 106.8 req/s +h2 full wreq_st 4194304 B c= 50 round=1/3 208.4 req/s +h2 full httpx 10240 B c=100 round=1/3 1659.8 req/s +h2 stream curl_cffi_blocking 2097152 B c=100 round=1/3 77.4 req/s +h2 stream niquests_blocking 1024 B c=100 round=1/3 1204.3 req/s +h2 stream wreq_blocking 131072 B c=150 round=1/3 513.9 req/s +h2 full httpx_blocking 4194304 B c=100 round=1/3 10.0 req/s +h2 stream niquests 10240 B c= 10 round=1/3 2014.4 req/s +h2 stream ry_blocking 1024 B c=100 round=1/3 4771.9 req/s +h2 full pyreqwest_mt 4194304 B c= 10 round=1/3 84.0 req/s +h2 stream pycurl 4194304 B c=150 round=1/3 49.5 req/s +h2 stream curl_cffi_blocking 1024 B c= 10 round=1/3 525.2 req/s +h2 stream niquests_blocking 1048576 B c= 10 round=1/3 71.0 req/s +h2 full wreq_st 1048576 B c=150 round=1/3 838.6 req/s +h2 stream wreq 131072 B c=100 round=1/3 3938.5 req/s +h2 stream httpx 2097152 B c= 50 round=1/3 57.6 req/s +h2 stream wreq_st 4194304 B c= 10 round=1/3 211.5 req/s +h2 full httpx_blocking 1024 B c= 50 round=1/3 1504.4 req/s +h2 full wreq_st 1048576 B c= 10 round=1/3 845.6 req/s +h2 full niquests 65536 B c= 50 round=1/3 1325.9 req/s +h2 full pyreqwest_mt 1024 B c=100 round=1/3 7796.4 req/s +h2 full pycurl 2097152 B c= 50 round=1/3 111.7 req/s +h2 stream curl_cffi 65536 B c= 10 round=1/3 2262.9 req/s +h2 stream ry 65536 B c=100 round=1/3 865.4 req/s +h2 full ry 2097152 B c=100 round=1/3 80.1 req/s +h2 full ry 4194304 B c= 50 round=1/3 40.1 req/s +h2 full niquests_blocking 4194304 B c= 50 round=1/3 18.7 req/s +h2 full ry_blocking 131072 B c= 10 round=1/3 2815.3 req/s +h2 full pyreqwest_st 1024 B c=150 round=1/3 4030.7 req/s +h2 full niquests_blocking 1048576 B c=100 round=1/3 71.5 req/s +h2 stream httpx_blocking 10240 B c=100 round=1/3 1448.4 req/s +h2 full wreq_blocking 4194304 B c=100 round=1/3 621.3 req/s +h2 full ry 10240 B c= 50 round=1/3 2880.0 req/s +h2 stream pyreqwest_st 4194304 B c= 50 round=1/3 61.4 req/s +h2 stream wreq_st 4194304 B c=100 round=1/3 212.5 req/s +h2 full curl_cffi_blocking 1024 B c=150 round=1/3 555.2 req/s +h2 full wreq 2097152 B c= 50 round=1/3 321.3 req/s +h2 full curl_cffi 2097152 B c= 10 round=1/3 285.0 req/s +h2 full httpx 131072 B c= 50 round=1/3 581.6 req/s +h2 stream ry 2097152 B c= 50 round=1/3 69.0 req/s +h2 full wreq_st 1024 B c=150 round=1/3 26368.7 req/s +h2 full ry_blocking 65536 B c=100 round=1/3 4017.5 req/s +h2 stream pycurl 4194304 B c= 50 round=1/3 49.0 req/s +h2 stream pyreqwest_mt 65536 B c=100 round=1/3 1562.8 req/s +h2 full niquests_blocking 131072 B c=150 round=1/3 419.4 req/s +h2 full httpx 65536 B c=150 round=1/3 911.1 req/s +h2 stream wreq_blocking 2097152 B c=150 round=1/3 336.1 req/s +h2 full niquests 1024 B c= 50 round=1/3 2072.4 req/s +h2 full niquests_blocking 1048576 B c=150 round=1/3 72.9 req/s +h2 stream ry_blocking 10240 B c=100 round=1/3 4744.3 req/s +h2 full curl_cffi_blocking 1048576 B c= 50 round=1/3 153.1 req/s +h2 full httpx 4194304 B c= 10 round=1/3 19.4 req/s +h2 full pycurl 10240 B c=150 round=1/3 9300.3 req/s +h2 stream ry_blocking 10240 B c= 10 round=1/3 5266.3 req/s +h2 stream curl_cffi_blocking 1048576 B c=100 round=1/3 135.9 req/s +h2 stream ry_blocking 65536 B c= 10 round=1/3 2528.4 req/s +h2 full pyreqwest_mt 1024 B c= 50 round=1/3 7712.2 req/s +h2 stream curl_cffi_blocking 65536 B c= 50 round=1/3 442.4 req/s +h2 full httpx_blocking 1024 B c= 10 round=1/3 1566.0 req/s +h2 full pyreqwest_mt 1024 B c=150 round=1/3 7882.8 req/s +h2 stream niquests 1048576 B c=150 round=1/3 178.8 req/s +h2 full pycurl 2097152 B c=150 round=1/3 112.0 req/s +h2 stream ry 1048576 B c=100 round=1/3 121.5 req/s +h2 full curl_cffi 65536 B c= 10 round=1/3 3568.0 req/s +h2 full curl_cffi_blocking 1048576 B c=100 round=1/3 152.2 req/s +h2 stream pyreqwest_mt 131072 B c= 10 round=1/3 1061.8 req/s +h2 stream pycurl 131072 B c= 50 round=1/3 1280.3 req/s +h2 stream niquests_blocking 1024 B c= 50 round=1/3 1251.6 req/s +h2 stream niquests_blocking 1024 B c=150 round=1/3 1210.8 req/s +h2 full httpx 2097152 B c= 50 round=1/3 41.4 req/s +h2 stream wreq_blocking 4194304 B c=150 round=1/3 280.6 req/s +h2 stream httpx 131072 B c=100 round=1/3 592.4 req/s +h2 full httpx_blocking 65536 B c=150 round=1/3 597.2 req/s +h2 full httpx_blocking 2097152 B c= 10 round=1/3 24.9 req/s +h2 stream curl_cffi 4194304 B c= 10 round=1/3 136.2 req/s +h2 stream niquests_blocking 1048576 B c=100 round=1/3 71.3 req/s +h2 stream wreq_blocking 2097152 B c= 10 round=1/3 335.2 req/s +h2 full ry_blocking 1048576 B c=150 round=1/3 420.7 req/s +h2 stream ry_blocking 4194304 B c= 10 round=1/3 98.4 req/s +h2 full wreq_blocking 1048576 B c= 10 round=1/3 1756.1 req/s +h2 full curl_cffi 10240 B c=100 round=1/3 8515.4 req/s +h2 full wreq 4194304 B c= 50 round=1/3 182.0 req/s +h2 stream httpx 10240 B c=100 round=1/3 1633.3 req/s +h2 full curl_cffi_blocking 4194304 B c=150 round=1/3 48.8 req/s +h2 full httpx_blocking 131072 B c=100 round=1/3 341.6 req/s +h2 stream niquests 1024 B c= 50 round=1/3 1964.0 req/s +h2 full curl_cffi 1024 B c= 10 round=1/3 6095.8 req/s +h2 stream curl_cffi 4194304 B c=150 round=1/3 121.7 req/s +h2 full ry_blocking 4194304 B c= 10 round=1/3 104.3 req/s +h2 full niquests 1048576 B c=150 round=1/3 181.4 req/s +h2 stream ry_blocking 65536 B c=100 round=1/3 2356.1 req/s +h2 full niquests 10240 B c=150 round=1/3 2015.6 req/s +h2 stream wreq_st 4194304 B c= 50 round=1/3 213.3 req/s +h2 full wreq_st 2097152 B c=150 round=1/3 422.3 req/s +h2 stream httpx 4194304 B c= 50 round=1/3 28.8 req/s +h2 full wreq 10240 B c=150 round=1/3 27783.8 req/s +h2 full httpx 1024 B c= 50 round=1/3 1651.9 req/s +h2 full wreq 65536 B c= 50 round=1/3 8109.8 req/s +h2 stream httpx 10240 B c= 10 round=1/3 1590.5 req/s +h2 stream pycurl 65536 B c=100 round=1/3 1923.6 req/s +h2 stream pycurl 1048576 B c=150 round=1/3 195.0 req/s +h2 stream wreq 131072 B c= 50 round=1/3 3709.8 req/s +h2 stream wreq_st 1024 B c= 50 round=1/3 16185.5 req/s +h2 stream niquests_blocking 1048576 B c= 50 round=1/3 71.5 req/s +h2 full pycurl 10240 B c= 50 round=1/3 11588.9 req/s +h2 stream ry_blocking 2097152 B c=150 round=1/3 191.2 req/s +h2 stream ry_blocking 4194304 B c=150 round=1/3 101.6 req/s +h2 stream wreq 4194304 B c=100 round=1/3 143.0 req/s +h2 full wreq_st 131072 B c= 50 round=1/3 6479.1 req/s +h2 full wreq 1024 B c=100 round=1/3 31461.0 req/s +h2 stream wreq_st 2097152 B c= 50 round=1/3 419.6 req/s +h2 stream pyreqwest_mt 1048576 B c=100 round=1/3 223.2 req/s +h2 full httpx_blocking 65536 B c=100 round=1/3 593.3 req/s +h2 full curl_cffi_blocking 65536 B c= 50 round=1/3 482.4 req/s +h2 stream curl_cffi_blocking 1024 B c=100 round=1/3 525.1 req/s +h2 full ry 4194304 B c=100 round=1/3 40.6 req/s +h2 stream wreq_st 2097152 B c= 10 round=1/3 418.4 req/s +h2 stream pyreqwest_st 2097152 B c= 10 round=1/3 107.1 req/s +h2 full pycurl 131072 B c= 50 round=1/3 1649.3 req/s +h2 stream wreq 65536 B c=100 round=1/3 6920.2 req/s +h2 stream pyreqwest_mt 2097152 B c= 50 round=1/3 135.8 req/s +h2 stream httpx 1048576 B c=150 round=1/3 107.9 req/s +h2 stream curl_cffi 131072 B c=150 round=1/3 2158.9 req/s +h2 full wreq 10240 B c=100 round=1/3 25738.2 req/s +h2 full pycurl 1048576 B c=100 round=1/3 218.6 req/s +h2 full httpx 4194304 B c= 50 round=1/3 16.0 req/s +h2 stream wreq_blocking 1024 B c= 50 round=1/3 562.1 req/s +h2 full pyreqwest_st 65536 B c= 10 round=1/3 2558.0 req/s +h2 stream curl_cffi 4194304 B c=100 round=1/3 125.4 req/s +h2 stream wreq 1024 B c=150 round=1/3 21903.7 req/s +h2 stream pyreqwest_mt 4194304 B c=100 round=1/3 72.7 req/s +h2 stream ry 10240 B c=150 round=1/3 1778.2 req/s +h2 stream wreq_st 10240 B c= 50 round=1/3 15701.1 req/s +h2 full niquests_blocking 131072 B c= 50 round=1/3 432.0 req/s +h2 stream ry 4194304 B c=100 round=1/3 38.2 req/s +h2 full httpx_blocking 131072 B c=150 round=1/3 359.8 req/s +h2 full wreq_blocking 10240 B c= 10 round=1/3 3718.5 req/s +h2 stream pycurl 1024 B c= 10 round=1/3 6767.2 req/s +h2 full curl_cffi 131072 B c=100 round=1/3 3136.7 req/s +h2 stream ry 2097152 B c=150 round=1/3 70.9 req/s +h2 full httpx_blocking 4194304 B c= 10 round=1/3 11.1 req/s +h2 full pyreqwest_st 10240 B c=100 round=1/3 4033.8 req/s +h2 stream wreq 2097152 B c=150 round=1/3 290.8 req/s +h2 stream curl_cffi_blocking 1024 B c=150 round=1/3 524.1 req/s +h2 full pyreqwest_mt 65536 B c=100 round=1/3 4459.4 req/s +h2 full wreq_st 4194304 B c= 10 round=1/3 208.6 req/s +h2 stream wreq_st 1048576 B c= 10 round=1/3 817.1 req/s +h2 full wreq_blocking 131072 B c=100 round=1/3 3390.4 req/s +h2 full pyreqwest_st 1048576 B c=100 round=1/3 276.3 req/s +h2 stream wreq_st 1048576 B c=150 round=1/3 831.3 req/s +h2 stream pyreqwest_st 65536 B c= 50 round=1/3 1241.9 req/s +h2 full pycurl 10240 B c= 10 round=1/3 12925.2 req/s +h2 full httpx 10240 B c=150 round=1/3 1632.9 req/s +h2 stream wreq_blocking 65536 B c=150 round=1/3 514.8 req/s +h2 full pycurl 4194304 B c= 10 round=1/3 53.1 req/s +h2 full ry_blocking 131072 B c=100 round=1/3 2544.8 req/s +h2 stream wreq_st 2097152 B c=100 round=1/3 416.7 req/s +h2 stream pycurl 4194304 B c= 10 round=1/3 47.1 req/s +h2 stream httpx 65536 B c=150 round=1/3 925.7 req/s +h2 stream wreq_blocking 131072 B c=100 round=1/3 522.5 req/s +h2 full curl_cffi_blocking 131072 B c= 10 round=1/3 420.5 req/s +h2 full httpx 65536 B c= 50 round=1/3 863.1 req/s +h2 full wreq 10240 B c= 10 round=1/3 12389.5 req/s +h2 full httpx 1048576 B c=100 round=1/3 91.0 req/s +h2 stream ry 1024 B c= 10 round=1/3 1474.0 req/s +h2 stream ry 1024 B c=100 round=1/3 1749.4 req/s +h2 full ry 1024 B c= 10 round=1/3 2582.5 req/s +h2 stream pyreqwest_mt 2097152 B c= 10 round=1/3 132.9 req/s +h2 stream pycurl 2097152 B c= 50 round=1/3 98.2 req/s +h2 full pycurl 4194304 B c=150 round=1/3 56.3 req/s +h2 stream niquests 2097152 B c= 50 round=1/3 95.1 req/s +h2 full pyreqwest_st 1024 B c=100 round=1/3 4019.0 req/s +h2 full curl_cffi 4194304 B c=150 round=1/3 152.6 req/s +h2 stream wreq_st 1024 B c= 10 round=1/3 11077.7 req/s +h2 full wreq_st 4194304 B c=150 round=1/3 205.8 req/s +h2 stream niquests_blocking 4194304 B c= 10 round=1/3 18.5 req/s +h2 full niquests 1048576 B c=100 round=1/3 181.9 req/s +h2 stream httpx_blocking 131072 B c= 10 round=1/3 363.3 req/s +h2 full wreq_st 2097152 B c=100 round=1/3 418.1 req/s +h2 full ry 2097152 B c= 50 round=2/3 78.6 req/s +h2 stream ry 2097152 B c= 10 round=2/3 58.6 req/s +h2 full wreq_st 131072 B c=100 round=2/3 6461.5 req/s +h2 stream curl_cffi 2097152 B c=150 round=2/3 248.6 req/s +h2 stream wreq_blocking 131072 B c=100 round=2/3 520.3 req/s +h2 full niquests_blocking 1048576 B c=150 round=2/3 73.5 req/s +h2 stream httpx_blocking 2097152 B c=100 round=2/3 26.5 req/s +h2 full wreq_st 10240 B c=150 round=2/3 23558.5 req/s +h2 stream ry_blocking 10240 B c=100 round=2/3 4791.5 req/s +h2 full wreq 1048576 B c=100 round=2/3 630.0 req/s +h2 full pyreqwest_st 65536 B c= 10 round=2/3 2481.8 req/s +h2 full wreq_st 65536 B c=100 round=2/3 11886.4 req/s +h2 full wreq_blocking 2097152 B c=150 round=2/3 1046.5 req/s +h2 full curl_cffi 131072 B c=100 round=2/3 2942.7 req/s +h2 stream httpx 2097152 B c=100 round=2/3 54.1 req/s +h2 stream niquests 131072 B c=100 round=2/3 898.0 req/s +h2 full ry_blocking 1024 B c= 10 round=2/3 8959.0 req/s +h2 stream wreq 131072 B c= 50 round=2/3 3841.8 req/s +h2 full pyreqwest_mt 4194304 B c=100 round=2/3 80.1 req/s +h2 full niquests 131072 B c= 50 round=2/3 900.0 req/s +h2 full niquests_blocking 65536 B c=150 round=2/3 660.4 req/s +h2 full pyreqwest_mt 1024 B c=150 round=2/3 7577.9 req/s +h2 full ry_blocking 131072 B c=100 round=2/3 2569.7 req/s +h2 stream wreq 65536 B c=100 round=2/3 7264.8 req/s +h2 stream pyreqwest_mt 1048576 B c=100 round=2/3 219.8 req/s +h2 full curl_cffi 2097152 B c= 10 round=2/3 290.5 req/s +h2 full curl_cffi 2097152 B c=150 round=2/3 315.4 req/s +h2 full httpx 10240 B c= 50 round=2/3 1606.2 req/s +h2 stream wreq_blocking 2097152 B c= 50 round=2/3 338.2 req/s +h2 stream niquests_blocking 4194304 B c= 50 round=2/3 18.6 req/s +h2 stream curl_cffi_blocking 1048576 B c= 10 round=2/3 136.7 req/s +h2 stream curl_cffi_blocking 2097152 B c= 50 round=2/3 78.0 req/s +h2 full wreq 2097152 B c= 50 round=2/3 356.2 req/s +h2 stream ry_blocking 131072 B c= 10 round=2/3 1844.9 req/s +h2 stream pycurl 2097152 B c= 50 round=2/3 97.2 req/s +h2 full wreq_blocking 1024 B c=150 round=2/3 3318.6 req/s +h2 stream pycurl 131072 B c=150 round=2/3 1231.3 req/s +h2 full wreq 65536 B c= 50 round=2/3 7760.8 req/s +h2 full wreq_blocking 131072 B c= 10 round=2/3 3539.7 req/s +h2 full wreq_blocking 2097152 B c= 10 round=2/3 1173.8 req/s +h2 stream httpx 4194304 B c=100 round=2/3 26.7 req/s +h2 stream httpx 10240 B c= 50 round=2/3 1623.8 req/s +h2 full pycurl 65536 B c= 50 round=2/3 3041.0 req/s +h2 stream httpx_blocking 65536 B c=150 round=2/3 600.1 req/s +h2 full curl_cffi_blocking 131072 B c= 10 round=2/3 422.7 req/s +h2 stream curl_cffi_blocking 2097152 B c= 10 round=2/3 78.3 req/s +h2 full curl_cffi_blocking 10240 B c=150 round=2/3 553.1 req/s +h2 full ry_blocking 65536 B c=150 round=2/3 3915.1 req/s +h2 stream pyreqwest_mt 65536 B c=150 round=2/3 1640.0 req/s +h2 stream httpx 65536 B c=100 round=2/3 903.8 req/s +h2 stream curl_cffi_blocking 65536 B c=100 round=2/3 436.5 req/s +h2 full niquests 10240 B c=150 round=2/3 1668.0 req/s +h2 stream wreq_st 4194304 B c=100 round=2/3 211.8 req/s +h2 stream niquests_blocking 10240 B c= 10 round=2/3 1314.3 req/s +h2 stream pyreqwest_st 10240 B c= 10 round=2/3 2468.0 req/s +h2 stream pyreqwest_st 1024 B c= 50 round=2/3 2547.2 req/s +h2 stream curl_cffi 10240 B c= 10 round=2/3 4369.7 req/s +h2 full ry_blocking 4194304 B c= 10 round=2/3 104.7 req/s +h2 stream pycurl 2097152 B c=150 round=2/3 98.4 req/s +h2 full curl_cffi 131072 B c= 50 round=2/3 2937.4 req/s +h2 stream pyreqwest_st 131072 B c=150 round=2/3 981.0 req/s +h2 stream wreq 65536 B c= 10 round=2/3 5294.7 req/s +h2 stream httpx_blocking 65536 B c= 10 round=2/3 618.3 req/s +h2 full wreq 10240 B c=100 round=2/3 28181.2 req/s +h2 full pyreqwest_st 2097152 B c=150 round=2/3 136.9 req/s +h2 stream ry_blocking 2097152 B c=100 round=2/3 191.3 req/s +h2 full ry 131072 B c=100 round=2/3 985.3 req/s +h2 full httpx_blocking 131072 B c=100 round=2/3 355.6 req/s +h2 stream niquests_blocking 1024 B c= 10 round=2/3 1323.2 req/s +h2 stream curl_cffi_blocking 1048576 B c=150 round=2/3 138.3 req/s +h2 stream ry_blocking 65536 B c=150 round=2/3 2312.0 req/s +h2 stream niquests_blocking 65536 B c= 50 round=2/3 675.4 req/s +h2 stream ry 4194304 B c= 50 round=2/3 37.5 req/s +h2 stream curl_cffi_blocking 4194304 B c= 10 round=2/3 42.3 req/s +h2 full niquests_blocking 1048576 B c= 10 round=2/3 72.0 req/s +h2 stream niquests_blocking 2097152 B c= 10 round=2/3 36.8 req/s +h2 stream pyreqwest_mt 4194304 B c= 10 round=2/3 73.9 req/s +h2 stream wreq 1048576 B c= 50 round=2/3 525.8 req/s +h2 full pycurl 131072 B c= 10 round=2/3 1603.5 req/s +h2 stream ry 10240 B c=150 round=2/3 1783.6 req/s +h2 stream curl_cffi 131072 B c= 10 round=2/3 1579.8 req/s +h2 stream ry_blocking 1024 B c=150 round=2/3 4579.8 req/s +h2 full curl_cffi_blocking 1048576 B c= 10 round=2/3 152.4 req/s +h2 full httpx_blocking 2097152 B c=100 round=2/3 22.9 req/s +h2 stream pyreqwest_mt 1024 B c= 50 round=2/3 3345.6 req/s +h2 stream wreq_st 65536 B c= 10 round=2/3 5454.0 req/s +h2 full pyreqwest_mt 2097152 B c=100 round=2/3 157.1 req/s +h2 full wreq_st 1048576 B c=150 round=2/3 835.3 req/s +h2 stream niquests_blocking 1048576 B c=100 round=2/3 71.5 req/s +h2 stream wreq_blocking 65536 B c=150 round=2/3 515.0 req/s +h2 stream httpx 1048576 B c= 50 round=2/3 107.4 req/s +h2 stream curl_cffi 1048576 B c= 50 round=2/3 499.5 req/s +h2 full pyreqwest_mt 1024 B c=100 round=2/3 7775.3 req/s +h2 stream wreq_blocking 65536 B c= 50 round=2/3 529.4 req/s +h2 full pyreqwest_st 65536 B c=150 round=2/3 2548.5 req/s +h2 full httpx 4194304 B c= 10 round=2/3 19.4 req/s +h2 full pyreqwest_st 131072 B c= 50 round=2/3 1691.7 req/s +h2 stream pyreqwest_mt 65536 B c= 10 round=2/3 1330.4 req/s +h2 full curl_cffi 65536 B c=100 round=2/3 4837.4 req/s +h2 full niquests_blocking 131072 B c=150 round=2/3 425.1 req/s +h2 full ry_blocking 10240 B c= 10 round=2/3 8741.2 req/s +h2 full pyreqwest_st 1048576 B c=150 round=2/3 258.7 req/s +h2 stream httpx_blocking 1048576 B c= 50 round=2/3 53.0 req/s +h2 stream pyreqwest_mt 4194304 B c=150 round=2/3 70.4 req/s +h2 full curl_cffi_blocking 65536 B c=100 round=2/3 477.1 req/s +h2 stream wreq_blocking 1048576 B c=100 round=2/3 371.2 req/s +h2 stream wreq 1024 B c=150 round=2/3 20454.4 req/s +h2 full httpx_blocking 131072 B c=150 round=2/3 361.9 req/s +h2 stream pyreqwest_st 1048576 B c=100 round=2/3 175.3 req/s +h2 stream wreq_st 10240 B c=150 round=2/3 14621.2 req/s +h2 full ry_blocking 65536 B c=100 round=2/3 4102.2 req/s +h2 full ry 1048576 B c= 10 round=2/3 138.1 req/s +h2 full wreq 1024 B c=150 round=2/3 32858.2 req/s +h2 stream httpx_blocking 1048576 B c= 10 round=2/3 53.4 req/s +h2 stream curl_cffi_blocking 65536 B c=150 round=2/3 437.6 req/s +h2 full curl_cffi 10240 B c= 10 round=2/3 5920.4 req/s +h2 stream wreq_st 1024 B c=150 round=2/3 13804.2 req/s +h2 full ry 2097152 B c=150 round=2/3 80.0 req/s +h2 stream pyreqwest_st 10240 B c=100 round=2/3 2578.5 req/s +h2 stream ry 1048576 B c=100 round=2/3 121.8 req/s +h2 stream ry 1024 B c=150 round=2/3 1763.3 req/s +h2 full pyreqwest_mt 1048576 B c= 50 round=2/3 319.4 req/s +h2 stream wreq_blocking 1048576 B c= 50 round=2/3 378.5 req/s +h2 stream ry 1024 B c= 10 round=2/3 1486.3 req/s +h2 full wreq_blocking 131072 B c= 50 round=2/3 3568.1 req/s +h2 stream httpx_blocking 4194304 B c= 50 round=2/3 13.3 req/s +h2 full wreq 1024 B c= 50 round=2/3 28128.4 req/s +h2 full wreq_st 131072 B c=150 round=2/3 6502.1 req/s +h2 stream pyreqwest_st 4194304 B c=100 round=2/3 62.0 req/s +h2 stream pyreqwest_mt 1024 B c=150 round=2/3 3517.4 req/s +h2 full pycurl 2097152 B c= 10 round=2/3 106.4 req/s +h2 full pyreqwest_st 10240 B c= 10 round=2/3 4178.7 req/s +h2 stream curl_cffi 4194304 B c= 10 round=2/3 136.5 req/s +h2 full wreq_st 10240 B c=100 round=2/3 24847.0 req/s +h2 full niquests_blocking 131072 B c= 50 round=2/3 420.6 req/s +h2 full pycurl 1048576 B c= 50 round=2/3 220.6 req/s +h2 full wreq_st 1024 B c=150 round=2/3 25522.4 req/s +h2 stream curl_cffi_blocking 1048576 B c=100 round=2/3 136.1 req/s +h2 stream niquests 1024 B c= 10 round=2/3 1998.0 req/s +h2 full wreq 4194304 B c=150 round=2/3 187.4 req/s +h2 stream niquests 2097152 B c= 10 round=2/3 94.8 req/s +h2 full wreq_blocking 1048576 B c=150 round=2/3 1632.6 req/s +h2 stream httpx 10240 B c=150 round=2/3 1682.8 req/s +h2 stream wreq_blocking 4194304 B c=100 round=2/3 272.9 req/s +h2 stream curl_cffi 1048576 B c=150 round=2/3 491.9 req/s +h2 full niquests_blocking 1024 B c=150 round=2/3 1200.5 req/s +h2 stream curl_cffi 1024 B c=150 round=2/3 6261.4 req/s +h2 stream pycurl 131072 B c= 10 round=2/3 1220.0 req/s +h2 stream wreq_st 1048576 B c= 50 round=2/3 837.5 req/s +h2 full wreq_blocking 10240 B c= 50 round=2/3 3545.8 req/s +h2 full wreq_blocking 1048576 B c=100 round=2/3 1666.1 req/s +h2 full httpx_blocking 1048576 B c=100 round=2/3 49.0 req/s +h2 full httpx_blocking 1024 B c= 10 round=2/3 1538.3 req/s +h2 stream ry_blocking 1024 B c= 50 round=2/3 4947.1 req/s +h2 stream httpx 131072 B c=100 round=2/3 590.6 req/s +h2 stream httpx_blocking 131072 B c=150 round=2/3 364.3 req/s +h2 full wreq_st 1024 B c=100 round=2/3 29300.0 req/s +h2 stream httpx 4194304 B c=150 round=2/3 26.9 req/s +h2 full ry 2097152 B c= 10 round=2/3 66.4 req/s +h2 full ry_blocking 1024 B c=100 round=2/3 7441.2 req/s +h2 full pycurl 4194304 B c=100 round=2/3 56.4 req/s +h2 stream niquests_blocking 2097152 B c= 50 round=2/3 36.6 req/s +h2 stream wreq 1048576 B c=100 round=2/3 525.2 req/s +h2 full niquests_blocking 2097152 B c=100 round=2/3 36.7 req/s +h2 stream curl_cffi_blocking 131072 B c=100 round=2/3 388.6 req/s +h2 full wreq_st 65536 B c= 50 round=2/3 11872.4 req/s +h2 stream pycurl 1024 B c=100 round=2/3 6148.8 req/s +h2 full pycurl 10240 B c=100 round=2/3 10311.2 req/s +h2 stream httpx_blocking 10240 B c= 10 round=2/3 1526.7 req/s +h2 full wreq 131072 B c= 50 round=2/3 4099.3 req/s +h2 full ry_blocking 65536 B c= 50 round=2/3 4329.7 req/s +h2 full niquests_blocking 10240 B c= 50 round=2/3 1282.3 req/s +h2 stream niquests 4194304 B c=150 round=2/3 49.9 req/s +h2 stream niquests 1024 B c=100 round=2/3 1949.1 req/s +h2 full pyreqwest_mt 1048576 B c= 10 round=2/3 346.3 req/s +h2 stream niquests 65536 B c=150 round=2/3 1309.7 req/s +h2 full pycurl 65536 B c=150 round=2/3 2773.4 req/s +h2 full wreq_blocking 4194304 B c= 10 round=2/3 686.3 req/s +h2 full wreq_st 1024 B c= 50 round=2/3 24436.6 req/s +h2 stream httpx_blocking 131072 B c= 10 round=2/3 365.7 req/s +h2 full pyreqwest_mt 65536 B c= 10 round=2/3 3764.1 req/s +h2 full ry 65536 B c= 50 round=2/3 1632.4 req/s +h2 full curl_cffi_blocking 65536 B c=150 round=2/3 479.8 req/s +h2 full curl_cffi_blocking 1048576 B c=100 round=2/3 151.6 req/s +h2 full httpx_blocking 2097152 B c=150 round=2/3 23.9 req/s +h2 full httpx_blocking 10240 B c=150 round=2/3 1414.8 req/s +h2 full wreq 4194304 B c= 50 round=2/3 184.5 req/s +h2 stream curl_cffi 1024 B c=100 round=2/3 5780.6 req/s +h2 full pyreqwest_mt 2097152 B c= 10 round=2/3 164.7 req/s +h2 full curl_cffi_blocking 65536 B c= 10 round=2/3 488.8 req/s +h2 stream httpx 2097152 B c= 10 round=2/3 58.6 req/s +h2 stream ry 10240 B c= 10 round=2/3 1493.2 req/s +h2 full wreq 10240 B c=150 round=2/3 26817.4 req/s +h2 stream niquests 4194304 B c= 50 round=2/3 48.1 req/s +h2 stream wreq 10240 B c=100 round=2/3 21946.2 req/s +h2 stream curl_cffi 65536 B c= 10 round=2/3 2386.7 req/s +h2 full wreq_blocking 4194304 B c= 50 round=2/3 664.6 req/s +h2 stream pyreqwest_st 2097152 B c=100 round=2/3 107.0 req/s +h2 full niquests 2097152 B c=150 round=2/3 100.8 req/s +h2 stream pycurl 10240 B c= 10 round=2/3 6816.6 req/s +h2 full wreq_st 1048576 B c= 10 round=2/3 847.4 req/s +h2 stream niquests_blocking 4194304 B c= 10 round=2/3 18.4 req/s +h2 stream pycurl 10240 B c=100 round=2/3 6122.1 req/s +h2 stream ry_blocking 4194304 B c= 50 round=2/3 100.3 req/s +h2 full httpx 65536 B c= 50 round=2/3 874.7 req/s +h2 full niquests_blocking 4194304 B c= 50 round=2/3 18.7 req/s +h2 full niquests_blocking 2097152 B c= 50 round=2/3 36.7 req/s +h2 stream niquests_blocking 10240 B c=150 round=2/3 1191.7 req/s +h2 full wreq 2097152 B c= 10 round=2/3 302.4 req/s +h2 stream wreq_blocking 131072 B c=150 round=2/3 509.2 req/s +h2 stream niquests 65536 B c= 50 round=2/3 1280.1 req/s +h2 full pyreqwest_st 10240 B c=150 round=2/3 3817.6 req/s +h2 full ry 4194304 B c= 50 round=2/3 40.2 req/s +h2 stream curl_cffi_blocking 10240 B c=150 round=2/3 523.2 req/s +h2 full ry 1048576 B c=100 round=2/3 153.7 req/s +h2 stream pyreqwest_mt 10240 B c= 50 round=2/3 3325.1 req/s +h2 full curl_cffi 10240 B c= 50 round=2/3 8018.5 req/s +h2 full httpx 10240 B c=150 round=2/3 1706.6 req/s +h2 full curl_cffi_blocking 2097152 B c=100 round=2/3 86.4 req/s +h2 full wreq 10240 B c= 50 round=2/3 23830.2 req/s +h2 full niquests 10240 B c=100 round=2/3 2003.7 req/s +h2 stream pyreqwest_mt 1048576 B c= 10 round=2/3 221.8 req/s +h2 full httpx_blocking 4194304 B c= 10 round=2/3 11.1 req/s +h2 full httpx_blocking 65536 B c= 10 round=2/3 633.6 req/s +h2 full httpx_blocking 4194304 B c= 50 round=2/3 10.1 req/s +h2 full curl_cffi 1048576 B c= 50 round=2/3 579.8 req/s +h2 stream curl_cffi_blocking 65536 B c= 50 round=2/3 441.8 req/s +h2 full httpx_blocking 10240 B c=100 round=2/3 1313.8 req/s +h2 full pyreqwest_st 1024 B c=150 round=2/3 4196.5 req/s +h2 stream pycurl 131072 B c=100 round=2/3 1241.2 req/s +h2 stream wreq_st 10240 B c= 50 round=2/3 14772.0 req/s +h2 full ry 4194304 B c=150 round=2/3 40.5 req/s +h2 full niquests_blocking 10240 B c=100 round=2/3 1241.5 req/s +h2 full httpx 2097152 B c=100 round=2/3 39.5 req/s +h2 full ry 1024 B c= 10 round=2/3 2464.1 req/s +h2 stream wreq 10240 B c= 50 round=2/3 20163.1 req/s +h2 stream ry_blocking 10240 B c= 50 round=2/3 4934.8 req/s +h2 full curl_cffi 10240 B c=150 round=2/3 7331.1 req/s +h2 stream pyreqwest_st 1048576 B c= 50 round=2/3 181.4 req/s +h2 full pyreqwest_st 1024 B c= 10 round=2/3 4165.5 req/s +h2 full ry 131072 B c= 10 round=2/3 884.0 req/s +h2 stream wreq_blocking 131072 B c= 50 round=2/3 525.2 req/s +h2 full pyreqwest_mt 2097152 B c= 50 round=2/3 163.4 req/s +h2 full httpx 4194304 B c=100 round=2/3 15.7 req/s +h2 full curl_cffi 1024 B c=150 round=2/3 8380.9 req/s +h2 stream curl_cffi_blocking 1024 B c=100 round=2/3 525.6 req/s +h2 stream wreq 4194304 B c=150 round=2/3 142.2 req/s +h2 stream niquests_blocking 4194304 B c=150 round=2/3 18.9 req/s +h2 full niquests 2097152 B c= 10 round=2/3 99.0 req/s +h2 full curl_cffi 1048576 B c=100 round=2/3 607.3 req/s +h2 full wreq_st 1048576 B c= 50 round=2/3 833.6 req/s +h2 full httpx_blocking 65536 B c=100 round=2/3 597.7 req/s +h2 full curl_cffi_blocking 1024 B c=150 round=2/3 553.2 req/s +h2 stream niquests 1048576 B c= 10 round=2/3 178.1 req/s +h2 stream wreq_st 1048576 B c=150 round=2/3 831.1 req/s +h2 full httpx 131072 B c=100 round=2/3 587.1 req/s +h2 full wreq_blocking 65536 B c=100 round=2/3 3396.4 req/s +h2 full curl_cffi 10240 B c=100 round=2/3 7708.6 req/s +h2 stream pycurl 4194304 B c=150 round=2/3 49.5 req/s +h2 full curl_cffi_blocking 131072 B c=100 round=2/3 423.5 req/s +h2 full pyreqwest_st 1048576 B c= 50 round=2/3 264.8 req/s +h2 full pycurl 4194304 B c= 50 round=2/3 56.1 req/s +h2 full pycurl 65536 B c= 10 round=2/3 3052.7 req/s +h2 stream httpx 65536 B c= 10 round=2/3 839.5 req/s +h2 full httpx 1048576 B c= 10 round=2/3 99.7 req/s +h2 stream httpx_blocking 1024 B c=150 round=2/3 1410.0 req/s +h2 full ry_blocking 10240 B c= 50 round=2/3 7875.0 req/s +h2 full pycurl 1024 B c=150 round=2/3 9499.4 req/s +h2 stream wreq 2097152 B c=150 round=2/3 325.8 req/s +h2 stream curl_cffi 10240 B c=150 round=2/3 5153.5 req/s +h2 stream ry 1048576 B c= 10 round=2/3 106.8 req/s +h2 stream httpx_blocking 2097152 B c= 10 round=2/3 26.7 req/s +h2 stream ry 1048576 B c=150 round=2/3 122.1 req/s +h2 full niquests_blocking 1024 B c= 50 round=2/3 1254.9 req/s +h2 full curl_cffi 4194304 B c=100 round=2/3 158.4 req/s +h2 full niquests_blocking 2097152 B c= 10 round=2/3 36.5 req/s +h2 stream httpx 10240 B c= 10 round=2/3 1561.6 req/s +h2 full curl_cffi_blocking 2097152 B c= 10 round=2/3 87.9 req/s +h2 full ry 1024 B c= 50 round=2/3 2874.4 req/s +h2 stream niquests 1024 B c= 50 round=2/3 1971.1 req/s +h2 full ry 65536 B c=100 round=2/3 1639.2 req/s +h2 stream curl_cffi_blocking 10240 B c= 50 round=2/3 528.5 req/s +h2 stream ry_blocking 1048576 B c= 10 round=2/3 337.8 req/s +h2 full niquests_blocking 4194304 B c= 10 round=2/3 18.7 req/s +h2 full wreq_st 65536 B c= 10 round=2/3 10145.3 req/s +h2 stream curl_cffi 2097152 B c= 10 round=2/3 256.9 req/s +h2 full pycurl 2097152 B c=100 round=2/3 113.5 req/s +h2 full pyreqwest_mt 2097152 B c=150 round=2/3 153.6 req/s +h2 stream pyreqwest_st 4194304 B c= 10 round=2/3 60.7 req/s +h2 full httpx 131072 B c= 50 round=2/3 584.4 req/s +h2 full httpx_blocking 1024 B c=100 round=2/3 1489.5 req/s +h2 stream pyreqwest_mt 65536 B c= 50 round=2/3 1521.5 req/s +h2 stream niquests_blocking 131072 B c=150 round=2/3 422.0 req/s +h2 full ry 2097152 B c=100 round=2/3 79.4 req/s +h2 full ry_blocking 4194304 B c=150 round=2/3 109.6 req/s +h2 stream curl_cffi 1024 B c= 50 round=2/3 5509.3 req/s +h2 full ry_blocking 1048576 B c= 50 round=2/3 426.5 req/s +h2 stream wreq_blocking 1048576 B c= 10 round=2/3 377.0 req/s +h2 full wreq_st 10240 B c= 10 round=2/3 16336.8 req/s +h2 full ry_blocking 1048576 B c= 10 round=2/3 425.5 req/s +h2 full ry_blocking 1024 B c= 50 round=2/3 7764.4 req/s +h2 full niquests 65536 B c= 50 round=2/3 1164.0 req/s +h2 stream ry_blocking 2097152 B c= 10 round=2/3 187.6 req/s +h2 stream ry_blocking 131072 B c= 50 round=2/3 1820.2 req/s +h2 full pyreqwest_mt 131072 B c=100 round=2/3 2381.9 req/s +h2 stream wreq_st 131072 B c=100 round=2/3 6211.2 req/s +h2 stream ry 131072 B c=100 round=2/3 637.2 req/s +h2 full niquests 1048576 B c= 50 round=2/3 185.6 req/s +h2 stream curl_cffi_blocking 10240 B c=100 round=2/3 527.1 req/s +h2 stream curl_cffi 4194304 B c= 50 round=2/3 129.3 req/s +h2 full ry 65536 B c=150 round=2/3 1637.6 req/s +h2 stream wreq_st 4194304 B c= 50 round=2/3 208.9 req/s +h2 full pycurl 10240 B c= 50 round=2/3 11490.2 req/s +h2 stream wreq_blocking 1024 B c= 10 round=2/3 563.7 req/s +h2 full httpx_blocking 1048576 B c=150 round=2/3 51.3 req/s +h2 full curl_cffi 2097152 B c=100 round=2/3 311.5 req/s +h2 full niquests_blocking 65536 B c= 10 round=2/3 687.1 req/s +h2 stream niquests 2097152 B c=100 round=2/3 97.7 req/s +h2 full niquests 1024 B c=150 round=2/3 2131.8 req/s +h2 full curl_cffi 2097152 B c= 50 round=2/3 315.0 req/s +h2 stream wreq_blocking 10240 B c=150 round=2/3 540.5 req/s +h2 full niquests 2097152 B c= 50 round=2/3 97.3 req/s +h2 full httpx 1024 B c= 10 round=2/3 1633.7 req/s +h2 stream niquests 2097152 B c=150 round=2/3 100.0 req/s +h2 stream httpx 10240 B c=100 round=2/3 1667.7 req/s +h2 full niquests 65536 B c=150 round=2/3 1336.6 req/s +h2 full wreq_blocking 1048576 B c= 10 round=2/3 1771.5 req/s +h2 full niquests 1024 B c=100 round=2/3 1955.2 req/s +h2 full niquests 4194304 B c= 50 round=2/3 49.8 req/s +h2 stream curl_cffi 1048576 B c= 10 round=2/3 479.7 req/s +h2 stream curl_cffi_blocking 131072 B c= 10 round=2/3 387.4 req/s +h2 stream wreq_st 1024 B c= 50 round=2/3 17487.2 req/s +h2 stream pyreqwest_mt 2097152 B c=150 round=2/3 130.6 req/s +h2 stream pycurl 4194304 B c= 50 round=2/3 48.9 req/s +h2 full httpx_blocking 10240 B c= 50 round=2/3 1500.0 req/s +h2 stream pycurl 1048576 B c=100 round=2/3 193.9 req/s +h2 full pyreqwest_mt 1048576 B c=100 round=2/3 306.8 req/s +h2 stream niquests_blocking 10240 B c= 50 round=2/3 1291.3 req/s +h2 stream niquests_blocking 65536 B c=100 round=2/3 657.4 req/s +h2 stream niquests 1024 B c=150 round=2/3 2074.8 req/s +h2 full pycurl 131072 B c=100 round=2/3 1581.9 req/s +h2 full niquests 4194304 B c=150 round=2/3 48.7 req/s +h2 full ry_blocking 65536 B c= 10 round=2/3 4486.4 req/s +h2 stream wreq_blocking 2097152 B c= 10 round=2/3 336.5 req/s +h2 full curl_cffi_blocking 10240 B c= 10 round=2/3 561.0 req/s +h2 full wreq 2097152 B c=150 round=2/3 320.6 req/s +h2 full ry_blocking 2097152 B c=150 round=2/3 220.5 req/s +h2 stream curl_cffi 65536 B c=150 round=2/3 2528.3 req/s +h2 full curl_cffi_blocking 10240 B c= 50 round=2/3 560.4 req/s +h2 full wreq_st 1048576 B c=100 round=2/3 846.0 req/s +h2 full wreq 1048576 B c= 50 round=2/3 579.0 req/s +h2 full wreq_blocking 2097152 B c= 50 round=2/3 1122.3 req/s +h2 stream ry_blocking 1024 B c= 10 round=2/3 5305.4 req/s +h2 full ry_blocking 1048576 B c=150 round=2/3 416.8 req/s +h2 full niquests_blocking 65536 B c=100 round=2/3 651.1 req/s +h2 stream wreq 4194304 B c= 10 round=2/3 163.9 req/s +h2 full wreq_blocking 65536 B c=150 round=2/3 3288.9 req/s +h2 stream wreq_st 1048576 B c=100 round=2/3 824.6 req/s +h2 stream curl_cffi 1024 B c= 10 round=2/3 4646.9 req/s +h2 full curl_cffi_blocking 4194304 B c=100 round=2/3 47.6 req/s +h2 stream pyreqwest_mt 10240 B c= 10 round=2/3 2855.9 req/s +h2 full httpx 4194304 B c= 50 round=2/3 16.2 req/s +h2 full curl_cffi_blocking 2097152 B c= 50 round=2/3 87.8 req/s +h2 full pyreqwest_st 65536 B c=100 round=2/3 2626.3 req/s +h2 stream ry 65536 B c= 10 round=2/3 724.0 req/s +h2 stream niquests 131072 B c=150 round=2/3 898.8 req/s +h2 stream ry 131072 B c= 50 round=2/3 651.4 req/s +h2 full niquests 1048576 B c=150 round=2/3 181.1 req/s +h2 full niquests 10240 B c= 10 round=2/3 1969.5 req/s +h2 full httpx 10240 B c=100 round=2/3 1667.8 req/s +h2 full httpx 2097152 B c= 10 round=2/3 46.7 req/s +h2 stream pycurl 4194304 B c=100 round=2/3 49.0 req/s +h2 stream pycurl 1048576 B c=150 round=2/3 193.4 req/s +h2 full curl_cffi 131072 B c=150 round=2/3 3124.4 req/s +h2 full httpx 1048576 B c= 50 round=2/3 95.5 req/s +h2 full pyreqwest_mt 65536 B c=150 round=2/3 4373.5 req/s +h2 full httpx_blocking 131072 B c= 50 round=2/3 357.9 req/s +h2 stream httpx_blocking 1024 B c=100 round=2/3 1472.6 req/s +h2 full wreq_blocking 1024 B c=100 round=2/3 3452.7 req/s +h2 full pyreqwest_st 4194304 B c=150 round=2/3 71.2 req/s +h2 stream curl_cffi_blocking 1024 B c= 50 round=2/3 527.8 req/s +h2 stream ry_blocking 2097152 B c=150 round=2/3 190.7 req/s +h2 stream pycurl 4194304 B c= 10 round=2/3 47.1 req/s +h2 full httpx 131072 B c= 10 round=2/3 542.5 req/s +h2 stream pyreqwest_st 10240 B c= 50 round=2/3 2520.2 req/s +h2 full pyreqwest_mt 131072 B c= 10 round=2/3 2278.9 req/s +h2 full ry_blocking 2097152 B c= 10 round=2/3 212.4 req/s +h2 full niquests 131072 B c=100 round=2/3 881.9 req/s +h2 stream httpx 65536 B c=150 round=2/3 912.1 req/s +h2 stream wreq_blocking 10240 B c= 10 round=2/3 565.0 req/s +h2 full pyreqwest_st 10240 B c=100 round=2/3 4079.4 req/s +h2 stream curl_cffi_blocking 131072 B c= 50 round=2/3 391.8 req/s +h2 full niquests 4194304 B c= 10 round=2/3 49.4 req/s +h2 full curl_cffi_blocking 1048576 B c=150 round=2/3 155.8 req/s +h2 stream wreq 10240 B c= 10 round=2/3 9554.7 req/s +h2 full wreq 1048576 B c=150 round=2/3 626.4 req/s +h2 stream wreq_st 131072 B c=150 round=2/3 5802.4 req/s +h2 full ry 10240 B c=150 round=2/3 3003.8 req/s +h2 stream pyreqwest_mt 4194304 B c=100 round=2/3 72.4 req/s +h2 full wreq 1048576 B c= 10 round=2/3 700.7 req/s +h2 full wreq_blocking 65536 B c= 10 round=2/3 3653.2 req/s +h2 stream curl_cffi_blocking 1024 B c=150 round=2/3 521.9 req/s +h2 stream wreq_blocking 2097152 B c=150 round=2/3 337.9 req/s +h2 full wreq_st 2097152 B c= 50 round=2/3 415.9 req/s +h2 stream wreq_st 1048576 B c= 10 round=2/3 857.4 req/s +h2 full wreq_blocking 65536 B c= 50 round=2/3 3568.0 req/s +h2 stream ry 1024 B c=100 round=2/3 1754.3 req/s +h2 stream wreq_st 1024 B c= 10 round=2/3 9908.7 req/s +h2 stream pyreqwest_mt 1048576 B c=150 round=2/3 221.6 req/s +h2 stream ry_blocking 4194304 B c=100 round=2/3 99.9 req/s +h2 full wreq 2097152 B c=100 round=2/3 325.0 req/s +h2 stream curl_cffi 2097152 B c= 50 round=2/3 259.4 req/s +h2 stream wreq_st 131072 B c= 50 round=2/3 5588.2 req/s +h2 stream pycurl 1048576 B c= 50 round=2/3 193.0 req/s +h2 stream curl_cffi 65536 B c=100 round=2/3 2629.8 req/s +h2 full wreq_st 65536 B c=150 round=2/3 11906.6 req/s +h2 full wreq_st 4194304 B c= 50 round=2/3 207.1 req/s +h2 stream pyreqwest_mt 1024 B c=100 round=2/3 3476.0 req/s +h2 full niquests 65536 B c= 10 round=2/3 1329.9 req/s +h2 stream wreq_blocking 1024 B c= 50 round=2/3 566.0 req/s +h2 full ry 131072 B c=150 round=2/3 952.8 req/s +h2 full curl_cffi_blocking 4194304 B c=150 round=2/3 49.0 req/s +h2 full httpx 1024 B c= 50 round=2/3 1650.8 req/s +h2 full pyreqwest_mt 1024 B c= 10 round=2/3 6812.9 req/s +h2 stream pyreqwest_st 1024 B c=150 round=2/3 2580.5 req/s +h2 stream curl_cffi 1048576 B c=100 round=2/3 512.0 req/s +h2 stream httpx_blocking 2097152 B c=150 round=2/3 27.6 req/s +h2 full pycurl 2097152 B c= 50 round=2/3 111.0 req/s +h2 full niquests_blocking 1024 B c=100 round=2/3 1235.5 req/s +h2 full wreq 1024 B c= 10 round=2/3 12822.1 req/s +h2 stream pycurl 1024 B c= 50 round=2/3 6356.4 req/s +h2 stream httpx 131072 B c= 10 round=2/3 546.1 req/s +h2 stream wreq 1048576 B c= 10 round=2/3 554.8 req/s +h2 stream ry_blocking 10240 B c= 10 round=2/3 5357.9 req/s +h2 full curl_cffi 1048576 B c= 10 round=2/3 544.8 req/s +h2 stream pyreqwest_st 65536 B c= 50 round=2/3 1201.9 req/s +h2 full niquests 1048576 B c= 10 round=2/3 177.8 req/s +h2 full niquests_blocking 10240 B c=150 round=2/3 1184.6 req/s +h2 stream wreq 1024 B c=100 round=2/3 23198.3 req/s +h2 full httpx_blocking 65536 B c= 50 round=2/3 608.6 req/s +h2 full httpx_blocking 4194304 B c=150 round=2/3 10.3 req/s +h2 stream niquests 65536 B c= 10 round=2/3 1337.7 req/s +h2 full ry_blocking 1024 B c=150 round=2/3 6931.4 req/s +h2 stream niquests 4194304 B c= 10 round=2/3 47.9 req/s +h2 full ry_blocking 1048576 B c=100 round=2/3 419.4 req/s +h2 stream wreq_blocking 10240 B c=100 round=2/3 551.5 req/s +h2 full httpx 2097152 B c=150 round=2/3 39.7 req/s +h2 stream pycurl 10240 B c=150 round=2/3 5745.1 req/s +h2 full pycurl 1048576 B c= 10 round=2/3 212.7 req/s +h2 full niquests 1024 B c= 50 round=2/3 2048.9 req/s +h2 full pyreqwest_st 1024 B c=100 round=2/3 4187.3 req/s +h2 full wreq_st 4194304 B c= 10 round=2/3 206.6 req/s +h2 full curl_cffi_blocking 131072 B c= 50 round=2/3 426.3 req/s +h2 stream wreq 1048576 B c=150 round=2/3 569.6 req/s +h2 full niquests 131072 B c= 10 round=2/3 917.0 req/s +h2 full httpx 2097152 B c= 50 round=2/3 41.7 req/s +h2 full wreq_st 131072 B c= 50 round=2/3 6505.1 req/s +h2 stream curl_cffi 10240 B c= 50 round=2/3 5416.4 req/s +h2 full niquests_blocking 10240 B c= 10 round=2/3 1327.1 req/s +h2 stream curl_cffi 4194304 B c=100 round=2/3 126.3 req/s +h2 stream ry_blocking 1048576 B c= 50 round=2/3 339.7 req/s +h2 full pycurl 4194304 B c=150 round=2/3 56.6 req/s +h2 stream ry 2097152 B c= 50 round=2/3 69.3 req/s +h2 full httpx 65536 B c=100 round=2/3 894.9 req/s +h2 stream pycurl 65536 B c=150 round=2/3 1896.4 req/s +h2 stream httpx 65536 B c= 50 round=2/3 873.4 req/s +h2 stream niquests_blocking 131072 B c=100 round=2/3 422.8 req/s +h2 stream wreq_blocking 65536 B c= 10 round=2/3 531.2 req/s +h2 stream niquests 131072 B c= 50 round=2/3 904.4 req/s +h2 full httpx_blocking 65536 B c=150 round=2/3 595.4 req/s +h2 full wreq_st 131072 B c= 10 round=2/3 5648.4 req/s +h2 stream ry_blocking 4194304 B c=150 round=2/3 101.3 req/s +h2 full pycurl 131072 B c= 50 round=2/3 1644.0 req/s +h2 stream wreq 65536 B c= 50 round=2/3 7329.2 req/s +h2 stream pyreqwest_st 4194304 B c=150 round=2/3 62.2 req/s +h2 full pyreqwest_st 4194304 B c= 50 round=2/3 69.0 req/s +h2 full pycurl 1024 B c= 50 round=2/3 11611.5 req/s +h2 full pycurl 131072 B c=150 round=2/3 1574.3 req/s +h2 stream niquests 1048576 B c= 50 round=2/3 179.4 req/s +h2 stream ry_blocking 1024 B c=100 round=2/3 4796.3 req/s +h2 stream curl_cffi_blocking 2097152 B c=150 round=2/3 79.6 req/s +h2 stream wreq_blocking 65536 B c=100 round=2/3 521.2 req/s +h2 stream ry 2097152 B c=150 round=2/3 71.3 req/s +h2 stream ry 4194304 B c=150 round=2/3 38.5 req/s +h2 stream niquests_blocking 131072 B c= 10 round=2/3 435.2 req/s +h2 full httpx 1048576 B c=150 round=2/3 91.6 req/s +h2 stream niquests_blocking 65536 B c=150 round=2/3 655.0 req/s +h2 stream niquests 65536 B c=100 round=2/3 1327.7 req/s +h2 stream wreq 2097152 B c=100 round=2/3 271.0 req/s +h2 full pyreqwest_mt 4194304 B c= 10 round=2/3 83.3 req/s +h2 full curl_cffi_blocking 1024 B c= 10 round=2/3 557.6 req/s +h2 full httpx 4194304 B c=150 round=2/3 15.6 req/s +h2 full niquests_blocking 4194304 B c=100 round=2/3 18.5 req/s +h2 stream pyreqwest_mt 4194304 B c= 50 round=2/3 75.9 req/s +h2 stream pycurl 1048576 B c= 10 round=2/3 186.7 req/s +h2 full pyreqwest_mt 131072 B c=150 round=2/3 2180.6 req/s +h2 stream niquests_blocking 10240 B c=100 round=2/3 1230.5 req/s +h2 full niquests 1024 B c= 10 round=2/3 1815.3 req/s +h2 stream pyreqwest_st 4194304 B c= 50 round=2/3 62.1 req/s +h2 full wreq_blocking 1048576 B c= 50 round=2/3 1729.4 req/s +h2 full ry_blocking 10240 B c=100 round=2/3 7283.0 req/s +h2 full wreq_blocking 1024 B c= 50 round=2/3 3568.8 req/s +h2 full httpx_blocking 4194304 B c=100 round=2/3 10.0 req/s +h2 full niquests 131072 B c=150 round=2/3 921.3 req/s +h2 full niquests_blocking 65536 B c= 50 round=2/3 676.7 req/s +h2 stream pyreqwest_mt 2097152 B c= 50 round=2/3 137.9 req/s +h2 full httpx 131072 B c=150 round=2/3 590.5 req/s +h2 stream ry 131072 B c=150 round=2/3 643.1 req/s +h2 full pyreqwest_mt 4194304 B c=150 round=2/3 77.5 req/s +h2 stream ry 10240 B c= 50 round=2/3 1730.8 req/s +h2 stream ry 2097152 B c=100 round=2/3 70.4 req/s +h2 stream httpx_blocking 1048576 B c=100 round=2/3 52.8 req/s +h2 stream pycurl 131072 B c= 50 round=2/3 1291.2 req/s +h2 stream pyreqwest_st 1048576 B c=150 round=2/3 180.5 req/s +h2 stream wreq_st 2097152 B c=100 round=2/3 422.5 req/s +h2 full ry 1048576 B c=150 round=2/3 153.8 req/s +h2 full wreq_blocking 10240 B c=100 round=2/3 3444.3 req/s +h2 stream curl_cffi 4194304 B c=150 round=2/3 119.6 req/s +h2 stream curl_cffi_blocking 131072 B c=150 round=2/3 388.1 req/s +h2 stream httpx 1048576 B c=150 round=2/3 107.9 req/s +h2 full ry 10240 B c= 10 round=2/3 2589.0 req/s +h2 full pycurl 4194304 B c= 10 round=2/3 53.5 req/s +h2 stream wreq_blocking 1024 B c=100 round=2/3 557.3 req/s +h2 full curl_cffi_blocking 65536 B c= 50 round=2/3 492.0 req/s +h2 stream niquests 2097152 B c= 50 round=2/3 95.8 req/s +h2 stream pyreqwest_st 2097152 B c= 50 round=2/3 114.3 req/s +h2 stream pyreqwest_st 131072 B c= 10 round=2/3 930.3 req/s +h2 full pycurl 1048576 B c=100 round=2/3 220.6 req/s +h2 stream pycurl 65536 B c=100 round=2/3 1898.6 req/s +h2 full niquests_blocking 131072 B c= 10 round=2/3 442.2 req/s +h2 stream wreq_st 2097152 B c= 50 round=2/3 432.7 req/s +h2 stream niquests_blocking 1024 B c=150 round=2/3 1152.4 req/s +h2 stream pycurl 1024 B c=150 round=2/3 5778.7 req/s +h2 full httpx_blocking 1024 B c= 50 round=2/3 1496.1 req/s +h2 stream httpx_blocking 10240 B c= 50 round=2/3 1481.2 req/s +h2 full curl_cffi 1024 B c= 50 round=2/3 8077.8 req/s +h2 full ry_blocking 4194304 B c= 50 round=2/3 107.3 req/s +h2 full wreq_st 4194304 B c=100 round=2/3 208.3 req/s +h2 stream httpx 131072 B c=150 round=2/3 594.4 req/s +h2 full ry 65536 B c= 10 round=2/3 1432.1 req/s +h2 stream httpx 1024 B c=150 round=2/3 1714.7 req/s +h2 stream niquests_blocking 2097152 B c=100 round=2/3 36.5 req/s +h2 stream httpx_blocking 4194304 B c=150 round=2/3 13.8 req/s +h2 full curl_cffi_blocking 4194304 B c= 50 round=2/3 47.8 req/s +h2 stream niquests 10240 B c= 50 round=2/3 1939.8 req/s +h2 full curl_cffi 4194304 B c=150 round=2/3 151.2 req/s +h2 full httpx 65536 B c= 10 round=2/3 820.8 req/s +h2 full wreq_blocking 131072 B c=100 round=2/3 3328.7 req/s +h2 stream curl_cffi 10240 B c=100 round=2/3 5328.9 req/s +h2 stream httpx_blocking 131072 B c=100 round=2/3 356.0 req/s +h2 full ry 10240 B c=100 round=2/3 2964.1 req/s +h2 full wreq_blocking 4194304 B c=150 round=2/3 603.8 req/s +h2 stream pyreqwest_st 2097152 B c=150 round=2/3 109.8 req/s +h2 full niquests 1048576 B c=100 round=2/3 185.0 req/s +h2 full pyreqwest_st 131072 B c=100 round=2/3 1646.1 req/s +h2 stream httpx 1024 B c=100 round=2/3 1745.5 req/s +h2 stream wreq 1024 B c= 10 round=2/3 10866.0 req/s +h2 stream httpx_blocking 10240 B c=150 round=2/3 1394.4 req/s +h2 full wreq 131072 B c=150 round=2/3 3962.5 req/s +h2 stream ry 1048576 B c= 50 round=2/3 118.5 req/s +h2 stream ry 65536 B c=100 round=2/3 874.0 req/s +h2 stream curl_cffi 131072 B c=100 round=2/3 2271.1 req/s +h2 stream wreq_blocking 2097152 B c=100 round=2/3 335.0 req/s +h2 full ry 131072 B c= 50 round=2/3 1030.6 req/s +h2 stream niquests_blocking 1024 B c=100 round=2/3 1221.5 req/s +h2 full curl_cffi_blocking 131072 B c=150 round=2/3 424.6 req/s +h2 stream niquests 10240 B c=150 round=2/3 2002.1 req/s +h2 full niquests 2097152 B c=100 round=2/3 99.8 req/s +h2 full curl_cffi_blocking 10240 B c=100 round=2/3 555.7 req/s +h2 stream niquests_blocking 1048576 B c= 50 round=2/3 71.2 req/s +h2 stream curl_cffi_blocking 1048576 B c= 50 round=2/3 137.3 req/s +h2 full pycurl 10240 B c=150 round=2/3 9104.1 req/s +h2 stream wreq 4194304 B c=100 round=2/3 145.1 req/s +h2 full curl_cffi 131072 B c= 10 round=2/3 2163.0 req/s +h2 full wreq 4194304 B c=100 round=2/3 154.5 req/s +h2 full curl_cffi 1048576 B c=150 round=2/3 595.1 req/s +h2 stream wreq_st 10240 B c= 10 round=2/3 10743.7 req/s +h2 stream wreq 2097152 B c= 50 round=2/3 272.3 req/s +h2 full httpx 10240 B c= 10 round=2/3 1592.7 req/s +h2 stream pyreqwest_mt 131072 B c= 10 round=2/3 1076.5 req/s +h2 stream wreq 65536 B c=150 round=2/3 7685.9 req/s +h2 stream httpx 1024 B c= 50 round=2/3 1671.0 req/s +h2 full wreq_blocking 1024 B c= 10 round=2/3 3816.1 req/s +h2 stream wreq 131072 B c= 10 round=2/3 3481.0 req/s +h2 full niquests_blocking 1048576 B c=100 round=2/3 71.8 req/s +h2 stream wreq_st 4194304 B c= 10 round=2/3 208.6 req/s +h2 stream ry_blocking 65536 B c= 10 round=2/3 2522.4 req/s +h2 stream wreq_st 2097152 B c= 10 round=2/3 422.0 req/s +h2 full niquests_blocking 4194304 B c=150 round=2/3 18.9 req/s +h2 full pycurl 2097152 B c=150 round=2/3 111.5 req/s +h2 stream niquests 131072 B c= 10 round=2/3 886.6 req/s +h2 stream pyreqwest_mt 131072 B c=150 round=2/3 1222.4 req/s +h2 stream niquests_blocking 131072 B c= 50 round=2/3 426.4 req/s +h2 full wreq_st 2097152 B c=100 round=2/3 410.8 req/s +h2 full niquests_blocking 131072 B c=100 round=2/3 424.3 req/s +h2 stream wreq_blocking 4194304 B c= 10 round=2/3 278.8 req/s +h2 stream ry 65536 B c=150 round=2/3 846.9 req/s +h2 full httpx 1024 B c=150 round=2/3 1720.1 req/s +h2 full ry 1024 B c=150 round=2/3 3080.1 req/s +h2 full pyreqwest_st 1048576 B c= 10 round=2/3 270.6 req/s +h2 stream pyreqwest_st 65536 B c=150 round=2/3 1298.9 req/s +h2 stream curl_cffi_blocking 10240 B c= 10 round=2/3 531.3 req/s +h2 stream pyreqwest_st 10240 B c=150 round=2/3 2445.9 req/s +h2 stream wreq 1024 B c= 50 round=2/3 22784.7 req/s +h2 stream wreq_blocking 131072 B c= 10 round=2/3 501.2 req/s +h2 stream curl_cffi_blocking 2097152 B c=100 round=2/3 77.4 req/s +h2 stream wreq_blocking 4194304 B c= 50 round=2/3 278.3 req/s +h2 stream niquests 1048576 B c=100 round=2/3 175.2 req/s +h2 stream wreq 2097152 B c= 10 round=2/3 301.8 req/s +h2 stream httpx_blocking 4194304 B c= 10 round=2/3 13.3 req/s +h2 full curl_cffi 1024 B c=100 round=2/3 9276.4 req/s +h2 stream pyreqwest_mt 2097152 B c=100 round=2/3 131.2 req/s +h2 full ry_blocking 2097152 B c=100 round=2/3 214.3 req/s +h2 full ry 1048576 B c= 50 round=2/3 152.0 req/s +h2 stream httpx 1048576 B c=100 round=2/3 107.1 req/s +h2 full wreq 131072 B c= 10 round=2/3 3786.8 req/s +h2 full pyreqwest_st 2097152 B c= 50 round=2/3 139.7 req/s +h2 full curl_cffi 4194304 B c= 50 round=2/3 154.5 req/s +h2 full pyreqwest_st 2097152 B c=100 round=2/3 141.1 req/s +h2 stream wreq 131072 B c=150 round=2/3 3816.4 req/s +h2 stream niquests_blocking 1024 B c= 50 round=2/3 1241.5 req/s +h2 full wreq 65536 B c=100 round=2/3 7503.4 req/s +h2 stream pyreqwest_mt 65536 B c=100 round=2/3 1574.3 req/s +h2 stream wreq_st 4194304 B c=150 round=2/3 205.5 req/s +h2 full pyreqwest_st 1048576 B c=100 round=2/3 266.2 req/s +h2 full pyreqwest_st 1024 B c= 50 round=2/3 3949.3 req/s +h2 full httpx_blocking 1024 B c=150 round=2/3 1256.8 req/s +h2 stream curl_cffi 65536 B c= 50 round=2/3 2786.5 req/s +h2 stream niquests 1048576 B c=150 round=2/3 177.3 req/s +h2 stream wreq_st 65536 B c= 50 round=2/3 6252.3 req/s +h2 stream httpx 1024 B c= 10 round=2/3 1649.0 req/s +h2 full wreq_st 2097152 B c=150 round=2/3 416.5 req/s +h2 stream wreq_st 65536 B c=100 round=2/3 6551.8 req/s +h2 stream curl_cffi 131072 B c=150 round=2/3 2231.6 req/s +h2 stream wreq_blocking 1048576 B c=150 round=2/3 373.3 req/s +h2 stream curl_cffi_blocking 65536 B c= 10 round=2/3 440.9 req/s +h2 full ry 4194304 B c= 10 round=2/3 34.3 req/s +h2 stream httpx_blocking 1024 B c= 10 round=2/3 1572.1 req/s +h2 stream curl_cffi 131072 B c= 50 round=2/3 2200.9 req/s +h2 full wreq_blocking 2097152 B c=100 round=2/3 1049.9 req/s +h2 full pyreqwest_st 10240 B c= 50 round=2/3 4062.5 req/s +h2 stream pycurl 10240 B c= 50 round=2/3 6345.1 req/s +h2 full pyreqwest_st 2097152 B c= 10 round=2/3 133.2 req/s +h2 full httpx_blocking 1048576 B c= 50 round=2/3 49.4 req/s +h2 full pyreqwest_mt 10240 B c=150 round=2/3 7787.5 req/s +h2 full curl_cffi_blocking 1048576 B c= 50 round=2/3 152.4 req/s +h2 stream niquests 10240 B c=100 round=2/3 1941.1 req/s +h2 stream pyreqwest_mt 10240 B c=150 round=2/3 3419.9 req/s +h2 full httpx_blocking 2097152 B c= 50 round=2/3 23.3 req/s +h2 stream ry_blocking 10240 B c=150 round=2/3 4630.3 req/s +h2 stream pyreqwest_mt 131072 B c=100 round=2/3 1210.8 req/s +h2 stream curl_cffi 2097152 B c=100 round=2/3 254.8 req/s +h2 stream wreq_blocking 10240 B c= 50 round=2/3 565.5 req/s +h2 full pyreqwest_mt 10240 B c= 50 round=2/3 7533.7 req/s +h2 stream pyreqwest_st 1024 B c= 10 round=2/3 2500.1 req/s +h2 full wreq_st 1024 B c= 10 round=2/3 17968.4 req/s +h2 full pycurl 1048576 B c=150 round=2/3 221.5 req/s +h2 stream ry_blocking 1048576 B c=100 round=2/3 336.2 req/s +h2 full pycurl 65536 B c=100 round=2/3 2915.6 req/s +h2 full httpx_blocking 2097152 B c= 10 round=2/3 24.6 req/s +h2 full wreq 131072 B c=100 round=2/3 4177.9 req/s +h2 full pycurl 10240 B c= 10 round=2/3 13009.5 req/s +h2 stream ry 4194304 B c= 10 round=2/3 31.7 req/s +h2 stream pycurl 2097152 B c= 10 round=2/3 94.2 req/s +h2 stream pyreqwest_mt 10240 B c=100 round=2/3 3518.2 req/s +h2 full wreq 4194304 B c= 10 round=2/3 159.3 req/s +h2 stream ry_blocking 2097152 B c= 50 round=2/3 191.8 req/s +h2 full pyreqwest_st 4194304 B c=100 round=2/3 70.8 req/s +h2 stream wreq_st 1024 B c=100 round=2/3 17794.8 req/s +h2 stream wreq_st 131072 B c= 10 round=2/3 4139.7 req/s +h2 full ry_blocking 131072 B c= 50 round=2/3 2715.6 req/s +h2 stream niquests_blocking 1048576 B c=150 round=2/3 71.9 req/s +h2 stream ry_blocking 65536 B c=100 round=2/3 2371.0 req/s +h2 stream wreq 131072 B c=100 round=2/3 3725.2 req/s +h2 stream ry_blocking 65536 B c= 50 round=2/3 2460.3 req/s +h2 stream wreq_st 2097152 B c=150 round=2/3 419.2 req/s +h2 full pyreqwest_st 4194304 B c= 10 round=2/3 67.0 req/s +h2 stream pyreqwest_mt 131072 B c= 50 round=2/3 1223.5 req/s +h2 full ry_blocking 10240 B c=150 round=2/3 6912.0 req/s +h2 full httpx_blocking 10240 B c= 10 round=2/3 1556.4 req/s +h2 full pyreqwest_mt 65536 B c=100 round=2/3 4410.8 req/s +h2 stream niquests 10240 B c= 10 round=2/3 1968.5 req/s +h2 stream httpx_blocking 10240 B c=100 round=2/3 1424.9 req/s +h2 full pyreqwest_mt 65536 B c= 50 round=2/3 4366.4 req/s +h2 full wreq 10240 B c= 10 round=2/3 12134.1 req/s +h2 stream curl_cffi_blocking 4194304 B c= 50 round=2/3 42.0 req/s +h2 full httpx 1024 B c=100 round=2/3 1697.9 req/s +h2 full wreq 1024 B c=100 round=2/3 27099.7 req/s +h2 stream ry_blocking 4194304 B c= 10 round=2/3 98.4 req/s +h2 stream httpx 1048576 B c= 10 round=2/3 110.9 req/s +h2 stream wreq_st 10240 B c=100 round=2/3 14295.3 req/s +h2 stream curl_cffi_blocking 1024 B c= 10 round=2/3 527.0 req/s +h2 full pyreqwest_st 131072 B c= 10 round=2/3 1664.3 req/s +h2 stream pyreqwest_st 65536 B c=100 round=2/3 1284.9 req/s +h2 stream httpx 2097152 B c= 50 round=2/3 58.0 req/s +h2 full wreq_st 2097152 B c= 10 round=2/3 421.1 req/s +h2 full ry 4194304 B c=100 round=2/3 40.5 req/s +h2 stream pycurl 65536 B c= 10 round=2/3 1965.6 req/s +h2 stream curl_cffi_blocking 4194304 B c=150 round=2/3 42.9 req/s +h2 full curl_cffi_blocking 2097152 B c=150 round=2/3 89.7 req/s +h2 stream ry_blocking 131072 B c=150 round=2/3 1705.4 req/s +h2 stream httpx_blocking 65536 B c=100 round=2/3 592.7 req/s +h2 stream pyreqwest_st 131072 B c=100 round=2/3 978.6 req/s +h2 full wreq_blocking 4194304 B c=100 round=2/3 627.4 req/s +h2 stream httpx 2097152 B c=150 round=2/3 53.6 req/s +h2 full pycurl 1024 B c= 10 round=2/3 13169.7 req/s +h2 stream pyreqwest_st 1024 B c=100 round=2/3 2529.4 req/s +h2 full pyreqwest_mt 131072 B c= 50 round=2/3 2448.0 req/s +h2 full curl_cffi 65536 B c=150 round=2/3 4778.2 req/s +h2 stream ry 65536 B c= 50 round=2/3 839.5 req/s +h2 stream ry 10240 B c=100 round=2/3 1758.8 req/s +h2 stream curl_cffi_blocking 4194304 B c=100 round=2/3 41.4 req/s +h2 full ry_blocking 4194304 B c=100 round=2/3 109.5 req/s +h2 full httpx 65536 B c=150 round=2/3 909.6 req/s +h2 full pycurl 1024 B c=100 round=2/3 10275.7 req/s +h2 stream httpx 4194304 B c= 50 round=2/3 28.6 req/s +h2 stream pyreqwest_st 1048576 B c= 10 round=2/3 180.1 req/s +h2 stream httpx_blocking 1048576 B c=150 round=2/3 54.9 req/s +h2 stream httpx_blocking 65536 B c= 50 round=2/3 598.4 req/s +h2 full ry 1024 B c=100 round=2/3 2958.4 req/s +h2 full httpx_blocking 131072 B c= 10 round=2/3 365.3 req/s +h2 stream pyreqwest_st 131072 B c= 50 round=2/3 941.2 req/s +h2 full pyreqwest_mt 10240 B c= 10 round=2/3 6643.6 req/s +h2 full wreq_st 4194304 B c=150 round=2/3 205.0 req/s +h2 stream wreq 4194304 B c= 50 round=2/3 143.5 req/s +h2 stream httpx_blocking 4194304 B c=100 round=2/3 13.1 req/s +h2 stream ry 1024 B c= 50 round=2/3 1707.5 req/s +h2 stream ry_blocking 1048576 B c=150 round=2/3 334.2 req/s +h2 stream pyreqwest_st 2097152 B c= 10 round=2/3 105.8 req/s +h2 stream niquests_blocking 2097152 B c=150 round=2/3 37.2 req/s +h2 stream httpx_blocking 131072 B c= 50 round=2/3 363.7 req/s +h2 full wreq_st 10240 B c= 50 round=2/3 23999.7 req/s +h2 full ry_blocking 131072 B c= 10 round=2/3 2829.9 req/s +h2 stream httpx_blocking 2097152 B c= 50 round=2/3 26.8 req/s +h2 stream niquests_blocking 1048576 B c= 10 round=2/3 70.9 req/s +h2 full curl_cffi 65536 B c= 50 round=2/3 4120.6 req/s +h2 stream pycurl 65536 B c= 50 round=2/3 1997.0 req/s +h2 stream httpx 131072 B c= 50 round=2/3 569.8 req/s +h2 full wreq_blocking 131072 B c=150 round=2/3 3268.7 req/s +h2 full curl_cffi_blocking 1024 B c= 50 round=2/3 563.8 req/s +h2 full pyreqwest_mt 1048576 B c=150 round=2/3 298.6 req/s +h2 full ry_blocking 131072 B c=150 round=2/3 2489.8 req/s +h2 stream wreq 10240 B c=150 round=2/3 18430.1 req/s +h2 stream niquests_blocking 4194304 B c=100 round=2/3 18.4 req/s +h2 full curl_cffi 1024 B c= 10 round=2/3 5821.8 req/s +h2 full pyreqwest_mt 10240 B c=100 round=2/3 7257.7 req/s +h2 full curl_cffi 65536 B c= 10 round=2/3 3580.6 req/s +h2 stream ry 4194304 B c=100 round=2/3 38.0 req/s +h2 stream ry_blocking 131072 B c=100 round=2/3 1747.3 req/s +h2 stream wreq_blocking 4194304 B c=150 round=2/3 278.0 req/s +h2 full httpx_blocking 1048576 B c= 10 round=2/3 50.6 req/s +h2 full httpx 1048576 B c=100 round=2/3 90.5 req/s +h2 stream pycurl 2097152 B c=100 round=2/3 97.1 req/s +h2 full curl_cffi_blocking 4194304 B c= 10 round=2/3 47.4 req/s +h2 full pyreqwest_mt 1024 B c= 50 round=2/3 7679.6 req/s +h2 stream pyreqwest_st 65536 B c= 10 round=2/3 1196.8 req/s +h2 full curl_cffi_blocking 1024 B c=100 round=2/3 556.1 req/s +h2 full wreq 65536 B c=150 round=2/3 7975.5 req/s +h2 stream niquests_blocking 65536 B c= 10 round=2/3 680.2 req/s +h2 full ry_blocking 2097152 B c= 50 round=2/3 220.4 req/s +h2 stream wreq_blocking 1024 B c=150 round=2/3 544.0 req/s +h2 stream ry 131072 B c= 10 round=2/3 555.7 req/s +h2 stream httpx_blocking 1024 B c= 50 round=2/3 1519.5 req/s +h2 full niquests 10240 B c= 50 round=2/3 1820.9 req/s +h2 stream httpx 4194304 B c= 10 round=2/3 28.6 req/s +h2 full niquests 4194304 B c=100 round=2/3 50.0 req/s +h2 stream pyreqwest_mt 1024 B c= 10 round=2/3 2859.4 req/s +h2 stream wreq_st 65536 B c=150 round=2/3 6222.5 req/s +h2 full pyreqwest_st 65536 B c= 50 round=2/3 2505.0 req/s +h2 full ry 10240 B c= 50 round=2/3 2864.4 req/s +h2 stream pyreqwest_mt 2097152 B c= 10 round=2/3 132.0 req/s +h2 full wreq_blocking 10240 B c=150 round=2/3 3297.4 req/s +h2 stream pycurl 1024 B c= 10 round=2/3 6765.4 req/s +h2 full niquests 65536 B c=100 round=2/3 1300.1 req/s +h2 stream pyreqwest_mt 1048576 B c= 50 round=2/3 225.7 req/s +h2 full wreq_blocking 10240 B c= 10 round=2/3 3764.5 req/s +h2 full niquests_blocking 1048576 B c= 50 round=2/3 71.0 req/s +h2 full pyreqwest_mt 4194304 B c= 50 round=2/3 84.2 req/s +h2 full curl_cffi 4194304 B c= 10 round=2/3 153.8 req/s +h2 full pyreqwest_st 131072 B c=150 round=2/3 1453.1 req/s +h2 full wreq 65536 B c= 10 round=2/3 6184.9 req/s +h2 full niquests_blocking 2097152 B c=150 round=2/3 37.4 req/s +h2 full niquests_blocking 1024 B c= 10 round=2/3 1322.7 req/s +h2 stream niquests 4194304 B c=100 round=2/3 50.5 req/s +h2 full curl_cffi_blocking 131072 B c=100 round=3/3 426.1 req/s +h2 full curl_cffi 10240 B c= 10 round=3/3 5910.0 req/s +h2 full wreq 2097152 B c=150 round=3/3 362.5 req/s +h2 full httpx 1048576 B c= 50 round=3/3 94.6 req/s +h2 full niquests_blocking 4194304 B c= 50 round=3/3 18.5 req/s +h2 full curl_cffi 65536 B c= 10 round=3/3 3588.8 req/s +h2 full ry 10240 B c=100 round=3/3 2978.4 req/s +h2 stream niquests 1024 B c= 10 round=3/3 2035.9 req/s +h2 full pyreqwest_mt 4194304 B c= 50 round=3/3 83.5 req/s +h2 stream curl_cffi_blocking 1048576 B c= 50 round=3/3 136.6 req/s +h2 full wreq_st 2097152 B c=150 round=3/3 414.5 req/s +h2 full wreq_st 1024 B c= 10 round=3/3 19445.7 req/s +h2 full httpx 4194304 B c=150 round=3/3 15.5 req/s +h2 stream wreq_blocking 65536 B c=100 round=3/3 523.5 req/s +h2 stream wreq_st 65536 B c= 50 round=3/3 6761.3 req/s +h2 full pyreqwest_st 1024 B c=100 round=3/3 4206.1 req/s +h2 stream pyreqwest_mt 1048576 B c=100 round=3/3 221.6 req/s +h2 stream wreq_blocking 4194304 B c= 50 round=3/3 276.4 req/s +h2 full pyreqwest_mt 1048576 B c= 10 round=3/3 342.8 req/s +h2 stream pycurl 1024 B c=100 round=3/3 5970.9 req/s +h2 full httpx_blocking 1024 B c= 10 round=3/3 1547.7 req/s +h2 stream httpx 131072 B c=100 round=3/3 584.6 req/s +h2 full wreq 1048576 B c= 50 round=3/3 657.1 req/s +h2 stream niquests 10240 B c=150 round=3/3 1661.3 req/s +h2 full wreq_st 131072 B c= 50 round=3/3 6459.8 req/s +h2 full httpx 131072 B c=150 round=3/3 589.0 req/s +h2 full pyreqwest_mt 1048576 B c= 50 round=3/3 319.9 req/s +h2 stream curl_cffi 2097152 B c=150 round=3/3 232.7 req/s +h2 full httpx 131072 B c=100 round=3/3 574.0 req/s +h2 stream httpx_blocking 10240 B c= 50 round=3/3 1501.0 req/s +h2 stream curl_cffi_blocking 10240 B c=100 round=3/3 527.6 req/s +h2 full wreq_st 4194304 B c=150 round=3/3 206.9 req/s +h2 stream wreq_st 1048576 B c= 50 round=3/3 844.0 req/s +h2 stream wreq_blocking 10240 B c=100 round=3/3 555.8 req/s +h2 stream ry_blocking 1048576 B c=150 round=3/3 334.1 req/s +h2 stream pycurl 10240 B c= 10 round=3/3 6751.8 req/s +h2 full pyreqwest_st 2097152 B c=150 round=3/3 145.7 req/s +h2 stream httpx_blocking 1024 B c= 50 round=3/3 1527.2 req/s +h2 stream wreq_blocking 1048576 B c=150 round=3/3 373.4 req/s +h2 full wreq_st 10240 B c=150 round=3/3 22668.3 req/s +h2 full ry_blocking 1048576 B c= 10 round=3/3 419.1 req/s +h2 stream curl_cffi 131072 B c=100 round=3/3 2321.7 req/s +h2 stream httpx 4194304 B c=150 round=3/3 26.6 req/s +h2 stream pycurl 65536 B c= 50 round=3/3 1959.5 req/s +h2 stream wreq 4194304 B c=150 round=3/3 157.9 req/s +h2 stream wreq_blocking 2097152 B c= 10 round=3/3 335.1 req/s +h2 full curl_cffi 10240 B c= 50 round=3/3 7753.2 req/s +h2 stream wreq_blocking 2097152 B c=100 round=3/3 334.6 req/s +h2 stream ry_blocking 131072 B c=100 round=3/3 1745.7 req/s +h2 full pyreqwest_mt 65536 B c=100 round=3/3 4349.8 req/s +h2 stream pyreqwest_st 1024 B c=100 round=3/3 2572.6 req/s +h2 stream httpx_blocking 4194304 B c=100 round=3/3 13.2 req/s +h2 full niquests_blocking 65536 B c=150 round=3/3 651.7 req/s +h2 full niquests_blocking 1048576 B c= 10 round=3/3 71.8 req/s +h2 stream wreq_blocking 10240 B c= 10 round=3/3 562.3 req/s +h2 full curl_cffi 10240 B c=150 round=3/3 7574.5 req/s +h2 stream httpx 4194304 B c= 10 round=3/3 28.9 req/s +h2 full pycurl 2097152 B c=100 round=3/3 113.4 req/s +h2 full wreq_st 65536 B c=150 round=3/3 11892.1 req/s +h2 full wreq_blocking 1024 B c= 50 round=3/3 3547.5 req/s +h2 stream niquests 2097152 B c= 50 round=3/3 94.0 req/s +h2 stream wreq_st 1048576 B c=150 round=3/3 837.5 req/s +h2 stream httpx 65536 B c=150 round=3/3 892.4 req/s +h2 full httpx_blocking 4194304 B c= 50 round=3/3 10.1 req/s +h2 full pycurl 131072 B c= 50 round=3/3 1627.8 req/s +h2 full httpx_blocking 65536 B c=100 round=3/3 595.2 req/s +h2 stream wreq_blocking 1048576 B c= 50 round=3/3 376.3 req/s +h2 stream httpx_blocking 2097152 B c=100 round=3/3 26.3 req/s +h2 full wreq_blocking 1024 B c= 10 round=3/3 3639.9 req/s +h2 stream ry_blocking 1024 B c=150 round=3/3 4557.2 req/s +h2 full wreq_blocking 65536 B c= 10 round=3/3 3681.2 req/s +h2 stream httpx_blocking 4194304 B c=150 round=3/3 13.8 req/s +h2 full pycurl 1024 B c= 50 round=3/3 11815.9 req/s +h2 stream niquests_blocking 2097152 B c=150 round=3/3 37.1 req/s +h2 full httpx 4194304 B c= 10 round=3/3 18.9 req/s +h2 full curl_cffi_blocking 65536 B c= 10 round=3/3 488.3 req/s +h2 full ry_blocking 1048576 B c=100 round=3/3 417.8 req/s +h2 stream curl_cffi 10240 B c= 10 round=3/3 4452.5 req/s +h2 stream pyreqwest_st 1048576 B c=100 round=3/3 186.5 req/s +h2 stream niquests 10240 B c= 50 round=3/3 1952.4 req/s +h2 stream curl_cffi 131072 B c= 50 round=3/3 2123.8 req/s +h2 full wreq 1024 B c=150 round=3/3 34893.9 req/s +h2 full httpx_blocking 10240 B c= 50 round=3/3 1510.2 req/s +h2 full niquests_blocking 131072 B c=100 round=3/3 417.9 req/s +h2 full httpx_blocking 4194304 B c= 10 round=3/3 10.8 req/s +h2 full ry_blocking 65536 B c= 50 round=3/3 4337.8 req/s +h2 stream pyreqwest_st 65536 B c=150 round=3/3 1266.6 req/s +h2 stream curl_cffi_blocking 1048576 B c=100 round=3/3 135.5 req/s +h2 stream ry_blocking 2097152 B c= 10 round=3/3 187.9 req/s +h2 full curl_cffi 2097152 B c= 10 round=3/3 288.8 req/s +h2 stream pycurl 131072 B c=150 round=3/3 1207.2 req/s +h2 stream pyreqwest_st 10240 B c=150 round=3/3 2516.5 req/s +h2 full wreq_blocking 65536 B c=100 round=3/3 3394.6 req/s +h2 full pycurl 1048576 B c= 50 round=3/3 221.1 req/s +h2 stream pycurl 1048576 B c= 50 round=3/3 193.6 req/s +h2 full wreq 4194304 B c=150 round=3/3 159.3 req/s +h2 full httpx_blocking 4194304 B c=150 round=3/3 10.2 req/s +h2 stream httpx 2097152 B c=100 round=3/3 53.3 req/s +h2 full pycurl 65536 B c= 10 round=3/3 3053.9 req/s +h2 full pycurl 4194304 B c= 10 round=3/3 53.2 req/s +h2 stream wreq_st 10240 B c=150 round=3/3 14535.1 req/s +h2 full niquests_blocking 65536 B c=100 round=3/3 649.1 req/s +h2 stream pycurl 1048576 B c= 10 round=3/3 188.1 req/s +h2 stream curl_cffi_blocking 65536 B c= 10 round=3/3 442.7 req/s +h2 stream wreq 1024 B c= 10 round=3/3 9863.0 req/s +h2 full ry 131072 B c=150 round=3/3 970.3 req/s +h2 full curl_cffi_blocking 10240 B c=100 round=3/3 560.9 req/s +h2 stream pycurl 65536 B c=100 round=3/3 1901.7 req/s +h2 stream curl_cffi 1024 B c= 10 round=3/3 4241.1 req/s +h2 full ry_blocking 2097152 B c=150 round=3/3 216.4 req/s +h2 stream pyreqwest_st 131072 B c=150 round=3/3 960.1 req/s +h2 stream pycurl 4194304 B c= 50 round=3/3 49.1 req/s +h2 full ry_blocking 10240 B c=100 round=3/3 7074.7 req/s +h2 stream pycurl 1048576 B c=150 round=3/3 193.8 req/s +h2 full wreq 1048576 B c=150 round=3/3 603.1 req/s +h2 full pyreqwest_mt 2097152 B c=150 round=3/3 151.4 req/s +h2 stream httpx_blocking 2097152 B c= 10 round=3/3 26.5 req/s +h2 stream ry 65536 B c=150 round=3/3 845.7 req/s +h2 full ry 131072 B c= 10 round=3/3 876.2 req/s +h2 stream wreq_st 65536 B c=100 round=3/3 7498.2 req/s +h2 stream curl_cffi 65536 B c=100 round=3/3 2607.5 req/s +h2 full pycurl 2097152 B c= 50 round=3/3 111.4 req/s +h2 full curl_cffi_blocking 10240 B c=150 round=3/3 553.4 req/s +h2 full niquests 10240 B c= 50 round=3/3 2038.1 req/s +h2 stream wreq_st 1048576 B c= 10 round=3/3 842.6 req/s +h2 stream httpx_blocking 1024 B c=100 round=3/3 1417.1 req/s +h2 full niquests_blocking 10240 B c=150 round=3/3 1207.2 req/s +h2 stream wreq_st 1024 B c= 50 round=3/3 16074.9 req/s +h2 stream ry 1048576 B c=150 round=3/3 121.7 req/s +h2 stream ry_blocking 4194304 B c=150 round=3/3 102.1 req/s +h2 stream curl_cffi_blocking 1024 B c=100 round=3/3 524.6 req/s +h2 stream httpx 2097152 B c= 50 round=3/3 56.6 req/s +h2 full ry_blocking 131072 B c= 10 round=3/3 2823.8 req/s +h2 full wreq 10240 B c= 50 round=3/3 24540.6 req/s +h2 full wreq_blocking 2097152 B c=100 round=3/3 1061.4 req/s +h2 stream wreq 10240 B c= 10 round=3/3 9949.6 req/s +h2 full httpx 1048576 B c=150 round=3/3 90.9 req/s +h2 full httpx_blocking 131072 B c=150 round=3/3 353.8 req/s +h2 stream pyreqwest_mt 1048576 B c= 50 round=3/3 225.7 req/s +h2 stream ry_blocking 131072 B c= 50 round=3/3 1829.2 req/s +h2 stream wreq_blocking 4194304 B c=150 round=3/3 279.7 req/s +h2 stream niquests_blocking 1024 B c=150 round=3/3 1204.1 req/s +h2 stream pyreqwest_st 65536 B c= 10 round=3/3 1164.1 req/s +h2 full pyreqwest_st 4194304 B c= 50 round=3/3 70.3 req/s +h2 full pyreqwest_mt 10240 B c=100 round=3/3 7449.8 req/s +h2 full pyreqwest_st 1048576 B c=150 round=3/3 262.8 req/s +h2 stream niquests 4194304 B c=100 round=3/3 49.2 req/s +h2 stream niquests_blocking 1024 B c= 10 round=3/3 1313.7 req/s +h2 stream pyreqwest_mt 1024 B c= 10 round=3/3 2946.8 req/s +h2 stream httpx_blocking 131072 B c= 10 round=3/3 360.9 req/s +h2 full pycurl 1048576 B c=100 round=3/3 219.3 req/s +h2 full pyreqwest_st 131072 B c=100 round=3/3 1617.8 req/s +h2 stream niquests_blocking 10240 B c= 10 round=3/3 1295.0 req/s +h2 full pyreqwest_st 131072 B c=150 round=3/3 1433.7 req/s +h2 full curl_cffi 4194304 B c=100 round=3/3 160.0 req/s +h2 full niquests 4194304 B c= 50 round=3/3 49.7 req/s +h2 full pycurl 10240 B c= 50 round=3/3 11222.9 req/s +h2 full wreq_blocking 1048576 B c=150 round=3/3 1624.4 req/s +h2 stream wreq_st 65536 B c=150 round=3/3 8642.3 req/s +h2 stream curl_cffi_blocking 1048576 B c= 10 round=3/3 138.0 req/s +h2 stream pyreqwest_st 10240 B c= 10 round=3/3 2352.7 req/s +h2 full wreq 10240 B c=150 round=3/3 29669.7 req/s +h2 full wreq 2097152 B c= 10 round=3/3 314.6 req/s +h2 stream pycurl 2097152 B c= 50 round=3/3 97.9 req/s +h2 stream niquests_blocking 65536 B c= 10 round=3/3 683.2 req/s +h2 full niquests_blocking 2097152 B c=150 round=3/3 37.2 req/s +h2 stream pyreqwest_st 2097152 B c= 50 round=3/3 114.9 req/s +h2 full pycurl 1024 B c=100 round=3/3 10195.3 req/s +h2 full niquests 2097152 B c=150 round=3/3 107.8 req/s +h2 full niquests_blocking 2097152 B c= 50 round=3/3 36.3 req/s +h2 stream httpx 2097152 B c=150 round=3/3 53.9 req/s +h2 stream httpx 131072 B c= 10 round=3/3 541.5 req/s +h2 full pyreqwest_st 1024 B c= 50 round=3/3 4213.9 req/s +h2 stream niquests 10240 B c= 10 round=3/3 1977.1 req/s +h2 stream curl_cffi_blocking 10240 B c=150 round=3/3 522.3 req/s +h2 stream ry 2097152 B c=100 round=3/3 69.9 req/s +h2 full pyreqwest_mt 4194304 B c=150 round=3/3 77.1 req/s +h2 stream ry_blocking 2097152 B c=100 round=3/3 190.9 req/s +h2 full niquests_blocking 1024 B c=150 round=3/3 1220.7 req/s +h2 full pyreqwest_mt 65536 B c= 50 round=3/3 4241.6 req/s +h2 full httpx 1024 B c=100 round=3/3 1697.5 req/s +h2 stream pyreqwest_st 4194304 B c=150 round=3/3 63.2 req/s +h2 stream wreq 1048576 B c=100 round=3/3 571.6 req/s +h2 stream pyreqwest_mt 4194304 B c= 10 round=3/3 73.9 req/s +h2 full wreq 4194304 B c= 50 round=3/3 185.9 req/s +h2 full curl_cffi_blocking 1048576 B c=100 round=3/3 152.2 req/s +h2 full httpx 131072 B c= 50 round=3/3 567.1 req/s +h2 stream ry_blocking 10240 B c= 10 round=3/3 5289.9 req/s +h2 stream ry 1024 B c=100 round=3/3 1759.0 req/s +h2 full curl_cffi 1024 B c= 10 round=3/3 6065.0 req/s +h2 full httpx_blocking 10240 B c=150 round=3/3 1403.3 req/s +h2 stream wreq 65536 B c=150 round=3/3 6518.4 req/s +h2 stream curl_cffi 65536 B c=150 round=3/3 2508.5 req/s +h2 full curl_cffi_blocking 1024 B c= 10 round=3/3 559.6 req/s +h2 full wreq 1048576 B c=100 round=3/3 679.9 req/s +h2 full pyreqwest_st 10240 B c= 10 round=3/3 4260.2 req/s +h2 stream wreq_st 131072 B c=100 round=3/3 5771.9 req/s +h2 stream wreq_st 1024 B c=150 round=3/3 16489.7 req/s +h2 full pyreqwest_st 4194304 B c= 10 round=3/3 67.9 req/s +h2 stream pycurl 1024 B c= 10 round=3/3 6731.6 req/s +h2 full curl_cffi_blocking 131072 B c= 10 round=3/3 426.5 req/s +h2 full pyreqwest_mt 131072 B c= 10 round=3/3 2269.1 req/s +h2 stream httpx 131072 B c=150 round=3/3 575.4 req/s +h2 stream httpx 65536 B c= 10 round=3/3 832.7 req/s +h2 stream wreq_blocking 1024 B c= 50 round=3/3 559.8 req/s +h2 stream pyreqwest_mt 65536 B c= 10 round=3/3 1309.7 req/s +h2 stream niquests_blocking 131072 B c=150 round=3/3 417.8 req/s +h2 full niquests_blocking 131072 B c= 10 round=3/3 407.0 req/s +h2 full niquests 131072 B c=100 round=3/3 899.5 req/s +h2 stream pyreqwest_st 2097152 B c= 10 round=3/3 107.5 req/s +h2 full pyreqwest_st 10240 B c=150 round=3/3 3898.4 req/s +h2 full httpx 10240 B c=100 round=3/3 1662.6 req/s +h2 full ry 1048576 B c=100 round=3/3 151.8 req/s +h2 full httpx_blocking 10240 B c= 10 round=3/3 1490.0 req/s +h2 full pyreqwest_mt 65536 B c= 10 round=3/3 3803.2 req/s +h2 full niquests 2097152 B c=100 round=3/3 99.7 req/s +h2 stream pyreqwest_mt 131072 B c=150 round=3/3 1229.5 req/s +h2 stream pycurl 1024 B c=150 round=3/3 5688.4 req/s +h2 full niquests 131072 B c= 50 round=3/3 906.5 req/s +h2 full ry 1024 B c= 10 round=3/3 2556.8 req/s +h2 full niquests 10240 B c=100 round=3/3 2025.1 req/s +h2 stream curl_cffi_blocking 65536 B c= 50 round=3/3 443.0 req/s +h2 full niquests 65536 B c=150 round=3/3 1190.4 req/s +h2 full ry 4194304 B c= 50 round=3/3 39.9 req/s +h2 full wreq 2097152 B c=100 round=3/3 334.1 req/s +h2 full pycurl 65536 B c=100 round=3/3 2869.9 req/s +h2 full curl_cffi 1024 B c= 50 round=3/3 7641.1 req/s +h2 full wreq_st 131072 B c= 10 round=3/3 6097.9 req/s +h2 stream pyreqwest_st 1048576 B c=150 round=3/3 183.7 req/s +h2 stream wreq_st 131072 B c=150 round=3/3 6061.4 req/s +h2 full ry 131072 B c= 50 round=3/3 1017.6 req/s +h2 stream curl_cffi 1048576 B c=150 round=3/3 474.4 req/s +h2 stream niquests 2097152 B c=100 round=3/3 97.1 req/s +h2 stream ry_blocking 4194304 B c=100 round=3/3 100.2 req/s +h2 full wreq_st 65536 B c=100 round=3/3 11580.2 req/s +h2 stream pyreqwest_st 10240 B c=100 round=3/3 2550.6 req/s +h2 stream pycurl 65536 B c= 10 round=3/3 1987.0 req/s +h2 stream pyreqwest_mt 1024 B c= 50 round=3/3 3271.2 req/s +h2 stream ry 65536 B c= 10 round=3/3 724.0 req/s +h2 full curl_cffi 1048576 B c=100 round=3/3 599.7 req/s +h2 full ry 2097152 B c= 50 round=3/3 78.2 req/s +h2 full wreq_blocking 1048576 B c= 10 round=3/3 1749.8 req/s +h2 stream curl_cffi 1024 B c=100 round=3/3 5926.9 req/s +h2 stream niquests 1048576 B c= 50 round=3/3 176.5 req/s +h2 full pyreqwest_st 131072 B c= 50 round=3/3 1671.3 req/s +h2 stream wreq 10240 B c=150 round=3/3 18545.8 req/s +h2 full httpx 10240 B c= 10 round=3/3 1596.4 req/s +h2 full httpx_blocking 2097152 B c=100 round=3/3 22.9 req/s +h2 stream pycurl 10240 B c=100 round=3/3 6126.5 req/s +h2 stream curl_cffi 10240 B c=100 round=3/3 6256.4 req/s +h2 stream httpx_blocking 131072 B c=100 round=3/3 353.8 req/s +h2 full pyreqwest_st 4194304 B c=150 round=3/3 72.8 req/s +h2 full curl_cffi_blocking 131072 B c= 50 round=3/3 425.1 req/s +h2 stream wreq 4194304 B c=100 round=3/3 149.9 req/s +h2 full wreq_st 65536 B c= 50 round=3/3 10516.3 req/s +h2 full wreq_blocking 65536 B c= 50 round=3/3 3500.4 req/s +h2 stream wreq_blocking 2097152 B c=150 round=3/3 337.7 req/s +h2 full httpx_blocking 1024 B c= 50 round=3/3 1500.8 req/s +h2 stream httpx 1048576 B c=100 round=3/3 107.4 req/s +h2 full curl_cffi_blocking 1048576 B c=150 round=3/3 155.5 req/s +h2 full niquests_blocking 4194304 B c= 10 round=3/3 18.6 req/s +h2 full curl_cffi_blocking 10240 B c= 10 round=3/3 558.4 req/s +h2 stream httpx_blocking 1048576 B c= 50 round=3/3 53.2 req/s +h2 full pyreqwest_mt 2097152 B c=100 round=3/3 156.0 req/s +h2 stream curl_cffi 4194304 B c= 50 round=3/3 133.3 req/s +h2 full niquests 65536 B c= 50 round=3/3 1277.5 req/s +h2 full ry 4194304 B c= 10 round=3/3 34.1 req/s +h2 full pyreqwest_mt 10240 B c=150 round=3/3 7614.7 req/s +h2 full wreq_blocking 131072 B c=100 round=3/3 3373.4 req/s +h2 full wreq_blocking 4194304 B c=100 round=3/3 609.3 req/s +h2 stream ry_blocking 2097152 B c= 50 round=3/3 190.1 req/s +h2 stream niquests_blocking 2097152 B c= 10 round=3/3 36.3 req/s +h2 stream curl_cffi 2097152 B c= 10 round=3/3 265.7 req/s +h2 full niquests_blocking 1048576 B c=150 round=3/3 72.9 req/s +h2 full wreq 65536 B c= 50 round=3/3 7787.0 req/s +h2 full niquests 65536 B c=100 round=3/3 1303.6 req/s +h2 full ry_blocking 131072 B c= 50 round=3/3 2704.1 req/s +h2 full wreq_st 1024 B c= 50 round=3/3 27304.6 req/s +h2 full niquests_blocking 1048576 B c=100 round=3/3 71.4 req/s +h2 stream ry 131072 B c= 10 round=3/3 554.9 req/s +h2 full pyreqwest_mt 1024 B c= 10 round=3/3 6585.0 req/s +h2 full wreq_st 4194304 B c= 10 round=3/3 207.2 req/s +h2 stream pycurl 10240 B c= 50 round=3/3 6237.1 req/s +h2 stream niquests 65536 B c=150 round=3/3 1323.6 req/s +h2 stream niquests 65536 B c= 50 round=3/3 1114.3 req/s +h2 stream ry 1024 B c= 50 round=3/3 1702.3 req/s +h2 stream pyreqwest_st 131072 B c= 10 round=3/3 899.0 req/s +h2 full ry_blocking 65536 B c=150 round=3/3 3874.8 req/s +h2 full wreq_blocking 4194304 B c=150 round=3/3 599.5 req/s +h2 stream httpx_blocking 4194304 B c= 10 round=3/3 13.3 req/s +h2 full pycurl 65536 B c= 50 round=3/3 3026.7 req/s +h2 stream pyreqwest_mt 65536 B c= 50 round=3/3 1528.3 req/s +h2 stream niquests 2097152 B c=150 round=3/3 98.5 req/s +h2 full httpx_blocking 1024 B c=100 round=3/3 1465.0 req/s +h2 stream ry_blocking 65536 B c=100 round=3/3 2394.7 req/s +h2 full pyreqwest_mt 1024 B c= 50 round=3/3 7450.0 req/s +h2 full wreq 10240 B c= 10 round=3/3 11857.5 req/s +h2 stream niquests 1048576 B c= 10 round=3/3 173.7 req/s +h2 stream httpx_blocking 2097152 B c= 50 round=3/3 26.7 req/s +h2 stream httpx 1024 B c=100 round=3/3 1684.8 req/s +h2 stream niquests 1024 B c= 50 round=3/3 1975.5 req/s +h2 full ry 2097152 B c= 10 round=3/3 66.4 req/s +h2 full ry_blocking 10240 B c= 10 round=3/3 9152.6 req/s +h2 stream httpx 1048576 B c= 50 round=3/3 106.5 req/s +h2 stream wreq_st 131072 B c= 10 round=3/3 4221.4 req/s +h2 stream niquests_blocking 1048576 B c= 10 round=3/3 70.8 req/s +h2 stream wreq 65536 B c= 50 round=3/3 7105.9 req/s +h2 full pyreqwest_st 65536 B c= 50 round=3/3 2479.3 req/s +h2 stream ry_blocking 131072 B c= 10 round=3/3 1882.4 req/s +h2 stream httpx 1048576 B c=150 round=3/3 107.0 req/s +h2 stream niquests_blocking 2097152 B c= 50 round=3/3 36.4 req/s +h2 stream curl_cffi_blocking 10240 B c= 10 round=3/3 530.0 req/s +h2 stream ry 131072 B c=150 round=3/3 613.2 req/s +h2 stream niquests_blocking 1024 B c=100 round=3/3 1191.7 req/s +h2 stream ry 1024 B c=150 round=3/3 1760.1 req/s +h2 stream ry 4194304 B c= 50 round=3/3 37.3 req/s +h2 stream ry 2097152 B c= 10 round=3/3 58.6 req/s +h2 stream pyreqwest_st 10240 B c= 50 round=3/3 2447.1 req/s +h2 stream pycurl 1024 B c= 50 round=3/3 6229.3 req/s +h2 full niquests 1024 B c= 10 round=3/3 2062.2 req/s +h2 full pyreqwest_mt 10240 B c= 50 round=3/3 7469.5 req/s +h2 full wreq_blocking 1024 B c=100 round=3/3 3481.3 req/s +h2 full httpx 65536 B c=100 round=3/3 897.3 req/s +h2 full pyreqwest_st 2097152 B c=100 round=3/3 130.9 req/s +h2 full wreq 65536 B c=150 round=3/3 7827.6 req/s +h2 stream pycurl 131072 B c= 10 round=3/3 1258.1 req/s +h2 stream pycurl 4194304 B c=100 round=3/3 48.9 req/s +h2 full pycurl 1024 B c= 10 round=3/3 12733.5 req/s +h2 full httpx_blocking 2097152 B c= 50 round=3/3 23.3 req/s +h2 stream pyreqwest_mt 4194304 B c=150 round=3/3 70.6 req/s +h2 stream curl_cffi_blocking 2097152 B c= 10 round=3/3 78.1 req/s +h2 full pyreqwest_mt 4194304 B c= 10 round=3/3 84.1 req/s +h2 stream wreq_blocking 4194304 B c= 10 round=3/3 278.0 req/s +h2 stream pyreqwest_st 131072 B c=100 round=3/3 986.8 req/s +h2 stream pyreqwest_st 65536 B c= 50 round=3/3 1174.0 req/s +h2 stream wreq_st 2097152 B c= 50 round=3/3 422.1 req/s +h2 stream httpx 1024 B c= 50 round=3/3 1664.9 req/s +h2 stream curl_cffi_blocking 4194304 B c= 10 round=3/3 42.2 req/s +h2 full curl_cffi_blocking 65536 B c=150 round=3/3 483.7 req/s +h2 full curl_cffi_blocking 4194304 B c= 10 round=3/3 47.2 req/s +h2 stream ry_blocking 2097152 B c=150 round=3/3 191.6 req/s +h2 full wreq_blocking 10240 B c= 50 round=3/3 3467.9 req/s +h2 full ry 1024 B c= 50 round=3/3 2819.0 req/s +h2 full pycurl 1048576 B c=150 round=3/3 221.2 req/s +h2 full ry_blocking 10240 B c= 50 round=3/3 8076.5 req/s +h2 full curl_cffi_blocking 2097152 B c= 10 round=3/3 87.6 req/s +h2 full wreq_blocking 2097152 B c= 10 round=3/3 1156.3 req/s +h2 stream ry 10240 B c= 50 round=3/3 1694.4 req/s +h2 full curl_cffi 2097152 B c=150 round=3/3 302.3 req/s +h2 full httpx_blocking 65536 B c= 50 round=3/3 608.0 req/s +h2 stream wreq_blocking 10240 B c= 50 round=3/3 561.0 req/s +h2 full curl_cffi_blocking 2097152 B c= 50 round=3/3 87.8 req/s +h2 full niquests 1024 B c=100 round=3/3 2080.7 req/s +h2 stream httpx 1024 B c= 10 round=3/3 1625.2 req/s +h2 stream pyreqwest_mt 2097152 B c=150 round=3/3 128.6 req/s +h2 stream ry_blocking 1048576 B c= 50 round=3/3 337.2 req/s +h2 full niquests 1024 B c=150 round=3/3 1749.4 req/s +h2 stream wreq_blocking 1048576 B c=100 round=3/3 372.5 req/s +h2 full httpx 131072 B c= 10 round=3/3 535.2 req/s +h2 full curl_cffi_blocking 4194304 B c= 50 round=3/3 47.4 req/s +h2 full curl_cffi 1048576 B c=150 round=3/3 591.3 req/s +h2 stream ry 4194304 B c=100 round=3/3 38.1 req/s +h2 stream ry_blocking 1048576 B c=100 round=3/3 335.5 req/s +h2 stream wreq_blocking 1024 B c=100 round=3/3 555.3 req/s +h2 stream niquests_blocking 10240 B c=100 round=3/3 1230.5 req/s +h2 stream httpx_blocking 65536 B c= 50 round=3/3 612.1 req/s +h2 full ry 65536 B c=150 round=3/3 1583.1 req/s +h2 full niquests_blocking 2097152 B c= 10 round=3/3 36.5 req/s +h2 full httpx 4194304 B c= 50 round=3/3 16.1 req/s +h2 full ry_blocking 65536 B c= 10 round=3/3 4579.0 req/s +h2 stream niquests 131072 B c= 50 round=3/3 887.2 req/s +h2 stream curl_cffi 131072 B c= 10 round=3/3 1778.4 req/s +h2 full wreq_blocking 10240 B c=100 round=3/3 3463.3 req/s +h2 stream httpx_blocking 1024 B c= 10 round=3/3 1560.5 req/s +h2 full niquests 4194304 B c=150 round=3/3 50.0 req/s +h2 stream wreq_st 10240 B c=100 round=3/3 13582.8 req/s +h2 full curl_cffi_blocking 1048576 B c= 10 round=3/3 151.8 req/s +h2 full pyreqwest_st 65536 B c=100 round=3/3 2619.4 req/s +h2 full pyreqwest_st 4194304 B c=100 round=3/3 69.5 req/s +h2 stream niquests 4194304 B c= 10 round=3/3 46.6 req/s +h2 stream pycurl 2097152 B c=100 round=3/3 97.3 req/s +h2 stream ry 4194304 B c=150 round=3/3 38.1 req/s +h2 full niquests_blocking 131072 B c= 50 round=3/3 424.1 req/s +h2 stream ry 1048576 B c= 10 round=3/3 106.9 req/s +h2 stream curl_cffi_blocking 4194304 B c=100 round=3/3 41.6 req/s +h2 full httpx_blocking 131072 B c= 10 round=3/3 365.9 req/s +h2 stream niquests_blocking 65536 B c= 50 round=3/3 663.9 req/s +h2 full httpx_blocking 65536 B c=150 round=3/3 602.2 req/s +h2 stream wreq_blocking 1048576 B c= 10 round=3/3 373.7 req/s +h2 stream ry 4194304 B c= 10 round=3/3 31.7 req/s +h2 stream pyreqwest_st 4194304 B c= 10 round=3/3 60.1 req/s +h2 full ry 1048576 B c= 50 round=3/3 152.7 req/s +h2 full httpx 65536 B c= 50 round=3/3 867.0 req/s +h2 stream pyreqwest_st 2097152 B c=100 round=3/3 110.7 req/s +h2 stream niquests_blocking 4194304 B c=100 round=3/3 18.5 req/s +h2 full wreq_st 4194304 B c= 50 round=3/3 205.5 req/s +h2 stream wreq 1048576 B c=150 round=3/3 562.8 req/s +h2 full curl_cffi 65536 B c=100 round=3/3 5097.4 req/s +h2 full ry 4194304 B c=100 round=3/3 40.5 req/s +h2 full pyreqwest_st 10240 B c=100 round=3/3 4190.2 req/s +h2 full pycurl 10240 B c=150 round=3/3 9421.7 req/s +h2 stream niquests 10240 B c=100 round=3/3 1959.7 req/s +h2 stream httpx_blocking 65536 B c= 10 round=3/3 616.1 req/s +h2 stream niquests_blocking 2097152 B c=100 round=3/3 36.4 req/s +h2 stream wreq_st 2097152 B c=100 round=3/3 418.8 req/s +h2 stream ry 131072 B c=100 round=3/3 636.5 req/s +h2 stream ry 131072 B c= 50 round=3/3 646.6 req/s +h2 full httpx_blocking 131072 B c= 50 round=3/3 360.4 req/s +h2 full niquests_blocking 2097152 B c=100 round=3/3 36.6 req/s +h2 stream curl_cffi_blocking 131072 B c= 10 round=3/3 390.5 req/s +h2 stream niquests 65536 B c=100 round=3/3 1305.7 req/s +h2 stream curl_cffi 2097152 B c=100 round=3/3 257.4 req/s +h2 stream wreq_st 1024 B c= 10 round=3/3 12404.3 req/s +h2 full ry 1048576 B c=150 round=3/3 153.5 req/s +h2 stream wreq 2097152 B c=150 round=3/3 316.9 req/s +h2 full pyreqwest_mt 65536 B c=150 round=3/3 4416.5 req/s +h2 stream wreq 131072 B c= 10 round=3/3 3675.1 req/s +h2 full wreq_blocking 4194304 B c= 50 round=3/3 632.5 req/s +h2 stream pyreqwest_mt 65536 B c=100 round=3/3 1541.1 req/s +h2 stream ry_blocking 10240 B c=150 round=3/3 4481.8 req/s +h2 stream niquests 1048576 B c=100 round=3/3 176.1 req/s +h2 stream pyreqwest_mt 10240 B c= 50 round=3/3 3320.1 req/s +h2 full wreq 10240 B c=100 round=3/3 26570.4 req/s +h2 full httpx_blocking 1024 B c=150 round=3/3 1428.1 req/s +h2 full curl_cffi_blocking 4194304 B c=150 round=3/3 48.7 req/s +h2 stream wreq 2097152 B c=100 round=3/3 273.9 req/s +h2 stream pyreqwest_mt 2097152 B c= 10 round=3/3 134.0 req/s +h2 full httpx_blocking 1048576 B c= 50 round=3/3 49.9 req/s +h2 stream wreq_st 10240 B c= 50 round=3/3 12649.3 req/s +h2 stream pycurl 131072 B c= 50 round=3/3 1259.7 req/s +h2 full wreq_blocking 1048576 B c= 50 round=3/3 1716.5 req/s +h2 stream wreq 1048576 B c= 50 round=3/3 516.5 req/s +h2 stream pyreqwest_mt 4194304 B c=100 round=3/3 72.7 req/s +h2 stream niquests_blocking 65536 B c=100 round=3/3 650.3 req/s +h2 full ry_blocking 1024 B c=100 round=3/3 7322.1 req/s +h2 stream curl_cffi 1024 B c= 50 round=3/3 6136.9 req/s +h2 stream niquests_blocking 10240 B c=150 round=3/3 1216.0 req/s +h2 full pyreqwest_mt 131072 B c=150 round=3/3 2061.7 req/s +h2 stream wreq_st 131072 B c= 50 round=3/3 5482.4 req/s +h2 stream curl_cffi 4194304 B c=150 round=3/3 119.8 req/s +h2 full wreq_st 1024 B c=150 round=3/3 26194.2 req/s +h2 stream wreq_blocking 65536 B c= 10 round=3/3 525.3 req/s +h2 full ry 65536 B c=100 round=3/3 1670.7 req/s +h2 full wreq_blocking 1024 B c=150 round=3/3 3277.2 req/s +h2 full pycurl 131072 B c=100 round=3/3 1579.3 req/s +h2 stream wreq_blocking 1024 B c=150 round=3/3 548.0 req/s +h2 full wreq 131072 B c= 50 round=3/3 4016.3 req/s +h2 stream ry_blocking 4194304 B c= 50 round=3/3 100.4 req/s +h2 stream pyreqwest_mt 131072 B c= 10 round=3/3 1065.4 req/s +h2 stream wreq 65536 B c=100 round=3/3 7326.2 req/s +h2 stream httpx 2097152 B c= 10 round=3/3 57.6 req/s +h2 full curl_cffi 65536 B c= 50 round=3/3 4285.1 req/s +h2 stream httpx_blocking 1048576 B c=100 round=3/3 52.7 req/s +h2 full pyreqwest_st 1048576 B c=100 round=3/3 261.9 req/s +h2 full httpx_blocking 4194304 B c=100 round=3/3 10.0 req/s +h2 full pyreqwest_mt 2097152 B c= 10 round=3/3 164.7 req/s +h2 full pyreqwest_st 65536 B c= 10 round=3/3 2466.6 req/s +h2 full wreq 65536 B c=100 round=3/3 8006.5 req/s +h2 stream curl_cffi_blocking 2097152 B c=100 round=3/3 77.6 req/s +h2 stream wreq 1024 B c=100 round=3/3 22802.9 req/s +h2 stream wreq_blocking 65536 B c=150 round=3/3 513.1 req/s +h2 full wreq_blocking 2097152 B c=150 round=3/3 1054.8 req/s +h2 full niquests 4194304 B c= 10 round=3/3 48.8 req/s +h2 stream pyreqwest_mt 4194304 B c= 50 round=3/3 75.3 req/s +h2 full pyreqwest_st 1024 B c=150 round=3/3 4101.1 req/s +h2 stream niquests_blocking 131072 B c= 50 round=3/3 427.5 req/s +h2 full curl_cffi_blocking 1024 B c=150 round=3/3 553.9 req/s +h2 stream wreq_blocking 131072 B c= 10 round=3/3 527.5 req/s +h2 stream pycurl 65536 B c=150 round=3/3 1905.8 req/s +h2 stream niquests 65536 B c= 10 round=3/3 1316.5 req/s +h2 stream pycurl 2097152 B c= 10 round=3/3 94.8 req/s +h2 full wreq_blocking 1048576 B c=100 round=3/3 1641.8 req/s +h2 full pycurl 10240 B c= 10 round=3/3 12819.2 req/s +h2 full wreq_blocking 10240 B c=150 round=3/3 3353.0 req/s +h2 full wreq_st 1048576 B c= 50 round=3/3 827.9 req/s +h2 stream curl_cffi_blocking 131072 B c=150 round=3/3 391.0 req/s +h2 full pyreqwest_st 1048576 B c= 10 round=3/3 257.0 req/s +h2 stream wreq 4194304 B c= 50 round=3/3 157.3 req/s +h2 full curl_cffi 1048576 B c= 10 round=3/3 550.6 req/s +h2 stream pyreqwest_mt 10240 B c=100 round=3/3 3512.0 req/s +h2 full pyreqwest_mt 10240 B c= 10 round=3/3 6415.8 req/s +h2 stream curl_cffi_blocking 10240 B c= 50 round=3/3 528.1 req/s +h2 stream wreq 4194304 B c= 10 round=3/3 146.3 req/s +h2 stream curl_cffi_blocking 1024 B c=150 round=3/3 522.3 req/s +h2 stream ry 1048576 B c= 50 round=3/3 118.1 req/s +h2 full httpx 1024 B c= 10 round=3/3 1607.9 req/s +h2 full niquests_blocking 10240 B c= 10 round=3/3 1283.0 req/s +h2 stream wreq_blocking 1024 B c= 10 round=3/3 557.1 req/s +h2 full pyreqwest_st 131072 B c= 10 round=3/3 1627.1 req/s +h2 full ry_blocking 65536 B c=100 round=3/3 4125.9 req/s +h2 stream wreq_blocking 10240 B c=150 round=3/3 544.5 req/s +h2 full pycurl 4194304 B c= 50 round=3/3 55.7 req/s +h2 stream niquests 131072 B c= 10 round=3/3 878.5 req/s +h2 full ry 65536 B c= 10 round=3/3 1395.3 req/s +h2 stream wreq_st 65536 B c= 10 round=3/3 5213.8 req/s +h2 stream httpx_blocking 2097152 B c=150 round=3/3 27.6 req/s +h2 full wreq 131072 B c=150 round=3/3 4132.5 req/s +h2 full ry_blocking 4194304 B c=150 round=3/3 111.1 req/s +h2 full httpx_blocking 65536 B c= 10 round=3/3 611.8 req/s +h2 stream httpx 1024 B c=150 round=3/3 1724.1 req/s +h2 stream pycurl 10240 B c=150 round=3/3 5732.6 req/s +h2 stream pyreqwest_mt 1024 B c=150 round=3/3 3405.8 req/s +h2 stream ry_blocking 65536 B c=150 round=3/3 2298.7 req/s +h2 full niquests 1024 B c= 50 round=3/3 1944.7 req/s +h2 full pycurl 2097152 B c= 10 round=3/3 106.5 req/s +h2 full httpx_blocking 1048576 B c= 10 round=3/3 50.6 req/s +h2 stream niquests_blocking 131072 B c= 10 round=3/3 440.9 req/s +h2 stream wreq_st 4194304 B c= 50 round=3/3 211.4 req/s +h2 full wreq_blocking 65536 B c=150 round=3/3 3307.4 req/s +h2 full pyreqwest_mt 1024 B c=100 round=3/3 7674.8 req/s +h2 stream curl_cffi_blocking 65536 B c=150 round=3/3 438.9 req/s +h2 stream niquests_blocking 131072 B c=100 round=3/3 412.7 req/s +h2 full httpx 10240 B c=150 round=3/3 1652.1 req/s +h2 full wreq_st 1048576 B c=150 round=3/3 902.9 req/s +h2 full niquests_blocking 65536 B c= 50 round=3/3 628.1 req/s +h2 stream wreq_st 4194304 B c=100 round=3/3 210.0 req/s +h2 stream httpx_blocking 131072 B c=150 round=3/3 364.4 req/s +h2 stream pyreqwest_mt 1024 B c=100 round=3/3 3352.5 req/s +h2 full niquests 131072 B c=150 round=3/3 911.3 req/s +h2 full ry_blocking 10240 B c=150 round=3/3 6805.8 req/s +h2 full httpx 2097152 B c= 50 round=3/3 40.9 req/s +h2 full wreq 4194304 B c= 10 round=3/3 158.3 req/s +h2 stream niquests 131072 B c=100 round=3/3 887.1 req/s +h2 stream wreq_st 10240 B c= 10 round=3/3 10859.1 req/s +h2 full pyreqwest_mt 1048576 B c=100 round=3/3 304.3 req/s +h2 full curl_cffi_blocking 10240 B c= 50 round=3/3 561.6 req/s +h2 full niquests_blocking 131072 B c=150 round=3/3 417.1 req/s +h2 full httpx_blocking 2097152 B c= 10 round=3/3 24.5 req/s +h2 full pycurl 4194304 B c=100 round=3/3 55.5 req/s +h2 stream wreq_st 1024 B c=100 round=3/3 20448.2 req/s +h2 full curl_cffi 131072 B c= 10 round=3/3 2166.3 req/s +h2 full pyreqwest_st 10240 B c= 50 round=3/3 3987.2 req/s +h2 full ry 1024 B c=100 round=3/3 2908.7 req/s +h2 stream curl_cffi 10240 B c=150 round=3/3 5782.1 req/s +h2 stream pyreqwest_mt 131072 B c=100 round=3/3 1226.1 req/s +h2 stream ry_blocking 1024 B c= 50 round=3/3 4893.5 req/s +h2 stream curl_cffi_blocking 131072 B c=100 round=3/3 388.4 req/s +h2 stream pyreqwest_st 4194304 B c=100 round=3/3 60.3 req/s +h2 full niquests 10240 B c=150 round=3/3 2050.4 req/s +h2 stream curl_cffi_blocking 2097152 B c=150 round=3/3 79.4 req/s +h2 full curl_cffi 1024 B c=150 round=3/3 8121.8 req/s +h2 stream httpx_blocking 65536 B c=100 round=3/3 596.0 req/s +h2 stream httpx 10240 B c= 10 round=3/3 1574.4 req/s +h2 full httpx 65536 B c=150 round=3/3 909.9 req/s +h2 full ry 1048576 B c= 10 round=3/3 136.9 req/s +h2 full ry_blocking 131072 B c=150 round=3/3 2448.1 req/s +h2 stream pyreqwest_st 4194304 B c= 50 round=3/3 61.2 req/s +h2 stream wreq_blocking 131072 B c=100 round=3/3 519.6 req/s +h2 full curl_cffi 4194304 B c= 10 round=3/3 152.7 req/s +h2 full niquests 1048576 B c=150 round=3/3 184.1 req/s +h2 full wreq_st 65536 B c= 10 round=3/3 10123.5 req/s +h2 stream curl_cffi 1048576 B c=100 round=3/3 485.2 req/s +h2 stream httpx_blocking 1024 B c=150 round=3/3 1418.6 req/s +h2 stream ry_blocking 10240 B c= 50 round=3/3 4999.2 req/s +h2 stream ry_blocking 131072 B c=150 round=3/3 1717.5 req/s +h2 full niquests_blocking 65536 B c= 10 round=3/3 681.1 req/s +h2 stream httpx_blocking 4194304 B c= 50 round=3/3 13.2 req/s +h2 stream curl_cffi 2097152 B c= 50 round=3/3 274.2 req/s +h2 full curl_cffi 65536 B c=150 round=3/3 4742.5 req/s +h2 full curl_cffi_blocking 1024 B c= 50 round=3/3 563.1 req/s +h2 full pyreqwest_mt 1048576 B c=150 round=3/3 300.6 req/s +h2 stream wreq_st 1048576 B c=100 round=3/3 831.1 req/s +h2 stream httpx 10240 B c=150 round=3/3 1675.9 req/s +h2 stream pyreqwest_st 1048576 B c= 50 round=3/3 177.2 req/s +h2 stream pyreqwest_mt 10240 B c= 10 round=3/3 2962.0 req/s +h2 full pyreqwest_mt 2097152 B c= 50 round=3/3 165.0 req/s +h2 full niquests 1048576 B c= 10 round=3/3 176.7 req/s +h2 full ry_blocking 2097152 B c= 50 round=3/3 221.9 req/s +h2 full wreq_blocking 4194304 B c= 10 round=3/3 678.4 req/s +h2 full ry_blocking 1024 B c=150 round=3/3 6816.4 req/s +h2 stream wreq 131072 B c=100 round=3/3 3721.2 req/s +h2 full ry 10240 B c=150 round=3/3 3019.4 req/s +h2 full wreq_st 1048576 B c=100 round=3/3 839.3 req/s +h2 full httpx 65536 B c= 10 round=3/3 833.1 req/s +h2 full pyreqwest_mt 4194304 B c=100 round=3/3 80.1 req/s +h2 full curl_cffi_blocking 131072 B c=150 round=3/3 423.0 req/s +h2 stream niquests_blocking 4194304 B c=150 round=3/3 18.8 req/s +h2 full wreq_st 131072 B c=150 round=3/3 7160.9 req/s +h2 full niquests 65536 B c= 10 round=3/3 1333.7 req/s +h2 full httpx 2097152 B c=100 round=3/3 39.4 req/s +h2 stream pyreqwest_st 1024 B c= 50 round=3/3 2446.1 req/s +h2 full ry 10240 B c= 50 round=3/3 2835.8 req/s +h2 stream niquests_blocking 1048576 B c=150 round=3/3 72.5 req/s +h2 stream httpx_blocking 131072 B c= 50 round=3/3 362.3 req/s +h2 stream wreq 10240 B c=100 round=3/3 22107.6 req/s +h2 full curl_cffi 131072 B c= 50 round=3/3 3222.6 req/s +h2 stream niquests 4194304 B c=150 round=3/3 53.6 req/s +h2 full niquests_blocking 1024 B c=100 round=3/3 1228.4 req/s +h2 full wreq 131072 B c= 10 round=3/3 3898.7 req/s +h2 stream pyreqwest_mt 2097152 B c=100 round=3/3 129.0 req/s +h2 full wreq_st 10240 B c= 10 round=3/3 17668.9 req/s +h2 stream curl_cffi 4194304 B c= 10 round=3/3 139.4 req/s +h2 stream wreq_st 2097152 B c=150 round=3/3 416.6 req/s +h2 full ry 10240 B c= 10 round=3/3 2477.4 req/s +h2 full httpx 10240 B c= 50 round=3/3 1585.9 req/s +h2 full niquests_blocking 4194304 B c=150 round=3/3 18.8 req/s +h2 full ry_blocking 4194304 B c=100 round=3/3 107.8 req/s +h2 full niquests 4194304 B c=100 round=3/3 47.1 req/s +h2 stream niquests_blocking 1048576 B c= 50 round=3/3 70.9 req/s +h2 full pycurl 65536 B c=150 round=3/3 2841.6 req/s +h2 full curl_cffi_blocking 1048576 B c= 50 round=3/3 154.4 req/s +h2 stream httpx 65536 B c= 50 round=3/3 866.9 req/s +h2 stream curl_cffi 1024 B c=150 round=3/3 6149.7 req/s +h2 full wreq 1024 B c=100 round=3/3 27189.4 req/s +h2 stream wreq 2097152 B c= 50 round=3/3 314.8 req/s +h2 full wreq 131072 B c=100 round=3/3 5498.0 req/s +h2 full ry 2097152 B c=100 round=3/3 79.9 req/s +h2 full ry 131072 B c=100 round=3/3 1004.7 req/s +h2 full ry 65536 B c= 50 round=3/3 1621.6 req/s +h2 stream wreq 1024 B c= 50 round=3/3 22881.8 req/s +h2 full httpx_blocking 10240 B c=100 round=3/3 1432.6 req/s +h2 full curl_cffi 4194304 B c= 50 round=3/3 158.4 req/s +h2 full wreq 1048576 B c= 10 round=3/3 642.4 req/s +h2 full niquests_blocking 1024 B c= 50 round=3/3 1024.4 req/s +h2 stream httpx 65536 B c=100 round=3/3 893.9 req/s +h2 stream wreq 1024 B c=150 round=3/3 19871.1 req/s +h2 stream ry 65536 B c=100 round=3/3 864.9 req/s +h2 full ry_blocking 2097152 B c=100 round=3/3 221.1 req/s +h2 stream curl_cffi 65536 B c= 50 round=3/3 2631.7 req/s +h2 stream niquests 131072 B c=150 round=3/3 898.7 req/s +h2 stream pycurl 131072 B c=100 round=3/3 1257.6 req/s +h2 full niquests_blocking 4194304 B c=100 round=3/3 18.4 req/s +h2 full wreq_st 10240 B c=100 round=3/3 24329.9 req/s +h2 full wreq 4194304 B c=100 round=3/3 153.1 req/s +h2 full pyreqwest_st 1048576 B c= 50 round=3/3 259.3 req/s +h2 full wreq 1024 B c= 10 round=3/3 12789.0 req/s +h2 stream ry 2097152 B c= 50 round=3/3 69.0 req/s +h2 stream wreq_st 4194304 B c=150 round=3/3 206.2 req/s +h2 stream wreq_blocking 4194304 B c=100 round=3/3 276.6 req/s +h2 stream pyreqwest_st 1024 B c=150 round=3/3 2581.3 req/s +h2 stream curl_cffi 1048576 B c= 10 round=3/3 459.1 req/s +h2 stream httpx 131072 B c= 50 round=3/3 572.9 req/s +h2 stream niquests 2097152 B c= 10 round=3/3 94.2 req/s +h2 stream httpx 4194304 B c= 50 round=3/3 28.5 req/s +h2 full wreq_blocking 10240 B c= 10 round=3/3 3719.5 req/s +h2 stream pycurl 4194304 B c=150 round=3/3 49.4 req/s +h2 full pycurl 2097152 B c=150 round=3/3 111.1 req/s +h2 full pycurl 4194304 B c=150 round=3/3 56.7 req/s +h2 full httpx_blocking 1048576 B c=150 round=3/3 51.4 req/s +h2 full pycurl 1048576 B c= 10 round=3/3 215.1 req/s +h2 stream curl_cffi_blocking 65536 B c=100 round=3/3 439.5 req/s +h2 full pyreqwest_st 65536 B c=150 round=3/3 2520.4 req/s +h2 stream ry_blocking 1048576 B c= 10 round=3/3 336.3 req/s +h2 full niquests 2097152 B c= 10 round=3/3 96.9 req/s +h2 stream niquests_blocking 4194304 B c= 50 round=3/3 18.4 req/s +h2 stream httpx_blocking 65536 B c=150 round=3/3 592.6 req/s +h2 full niquests 1048576 B c= 50 round=3/3 183.0 req/s +h2 stream pyreqwest_mt 1048576 B c= 10 round=3/3 221.3 req/s +h2 stream curl_cffi 10240 B c= 50 round=3/3 6507.3 req/s +h2 full niquests 10240 B c= 10 round=3/3 2029.0 req/s +h2 full curl_cffi_blocking 2097152 B c=150 round=3/3 90.3 req/s +h2 full wreq 1024 B c= 50 round=3/3 27569.7 req/s +h2 full pyreqwest_mt 131072 B c=100 round=3/3 2386.5 req/s +h2 full httpx 2097152 B c= 10 round=3/3 47.8 req/s +h2 full ry_blocking 1024 B c= 10 round=3/3 8907.8 req/s +h2 stream pyreqwest_mt 1048576 B c=150 round=3/3 218.1 req/s +h2 stream wreq 65536 B c= 10 round=3/3 5120.5 req/s +h2 full wreq_blocking 131072 B c= 50 round=3/3 3508.7 req/s +h2 full wreq_st 2097152 B c= 50 round=3/3 414.7 req/s +h2 stream wreq 10240 B c= 50 round=3/3 19317.0 req/s +h2 stream ry 65536 B c= 50 round=3/3 845.2 req/s +h2 stream httpx_blocking 10240 B c= 10 round=3/3 1543.6 req/s +h2 stream curl_cffi 131072 B c=150 round=3/3 2520.7 req/s +h2 full wreq_st 1024 B c=100 round=3/3 30066.1 req/s +h2 stream ry 10240 B c=150 round=3/3 1755.9 req/s +h2 full ry_blocking 1048576 B c= 50 round=3/3 421.7 req/s +h2 full httpx 4194304 B c=100 round=3/3 15.5 req/s +h2 full curl_cffi 2097152 B c=100 round=3/3 314.5 req/s +h2 full httpx 2097152 B c=150 round=3/3 39.0 req/s +h2 full pycurl 131072 B c= 10 round=3/3 1618.9 req/s +h2 full curl_cffi_blocking 65536 B c= 50 round=3/3 490.3 req/s +h2 stream pycurl 2097152 B c=150 round=3/3 98.2 req/s +h2 stream curl_cffi_blocking 4194304 B c=150 round=3/3 42.9 req/s +h2 stream ry_blocking 1024 B c= 10 round=3/3 5319.7 req/s +h2 full pycurl 10240 B c=100 round=3/3 10062.9 req/s +h2 full ry 1024 B c=150 round=3/3 2997.7 req/s +h2 stream curl_cffi_blocking 1048576 B c=150 round=3/3 138.8 req/s +h2 stream pyreqwest_st 65536 B c=100 round=3/3 1247.2 req/s +h2 stream httpx 10240 B c= 50 round=3/3 1602.7 req/s +h2 full wreq_st 2097152 B c=100 round=3/3 430.8 req/s +h2 full niquests_blocking 1048576 B c= 50 round=3/3 70.8 req/s +h2 full wreq_st 131072 B c=100 round=3/3 6467.2 req/s +h2 stream wreq 131072 B c=150 round=3/3 3558.3 req/s +h2 stream niquests_blocking 4194304 B c= 10 round=3/3 18.4 req/s +h2 full pyreqwest_mt 1024 B c=150 round=3/3 7366.7 req/s +h2 stream ry_blocking 10240 B c=100 round=3/3 4779.7 req/s +h2 stream niquests_blocking 10240 B c= 50 round=3/3 1261.4 req/s +h2 stream ry_blocking 4194304 B c= 10 round=3/3 98.7 req/s +h2 full ry_blocking 4194304 B c= 10 round=3/3 105.0 req/s +h2 stream pyreqwest_mt 2097152 B c= 50 round=3/3 135.2 req/s +h2 full wreq_blocking 131072 B c= 10 round=3/3 3605.7 req/s +h2 stream wreq_blocking 2097152 B c= 50 round=3/3 338.7 req/s +h2 full niquests_blocking 10240 B c=100 round=3/3 1208.4 req/s +h2 full httpx 1048576 B c=100 round=3/3 90.2 req/s +h2 full httpx_blocking 1048576 B c=100 round=3/3 48.8 req/s +h2 stream pyreqwest_st 1024 B c= 10 round=3/3 2539.9 req/s +h2 stream curl_cffi 1048576 B c= 50 round=3/3 532.6 req/s +h2 full pycurl 1024 B c=150 round=3/3 9470.2 req/s +h2 full curl_cffi 1048576 B c= 50 round=3/3 614.8 req/s +h2 stream wreq_blocking 65536 B c= 50 round=3/3 525.8 req/s +h2 full httpx 1024 B c= 50 round=3/3 1633.2 req/s +h2 stream httpx 1048576 B c= 10 round=3/3 110.9 req/s +h2 full curl_cffi 10240 B c=100 round=3/3 7319.8 req/s +h2 stream niquests 1024 B c=100 round=3/3 2026.4 req/s +h2 stream ry 1024 B c= 10 round=3/3 1483.4 req/s +h2 full httpx 1024 B c=150 round=3/3 1722.7 req/s +h2 full curl_cffi_blocking 4194304 B c=100 round=3/3 47.3 req/s +h2 stream curl_cffi 65536 B c= 10 round=3/3 2354.1 req/s +h2 stream ry 10240 B c= 10 round=3/3 1477.3 req/s +h2 full pyreqwest_st 2097152 B c= 50 round=3/3 136.4 req/s +h2 full curl_cffi 2097152 B c= 50 round=3/3 316.1 req/s +h2 stream httpx_blocking 10240 B c=100 round=3/3 1433.0 req/s +h2 stream httpx 10240 B c=100 round=3/3 1656.1 req/s +h2 full niquests 1048576 B c=100 round=3/3 179.2 req/s +h2 stream wreq 1048576 B c= 10 round=3/3 608.3 req/s +h2 stream wreq_st 4194304 B c= 10 round=3/3 213.9 req/s +h2 stream wreq 2097152 B c= 10 round=3/3 281.2 req/s +h2 full niquests_blocking 1024 B c= 10 round=3/3 1310.6 req/s +h2 full ry_blocking 1024 B c= 50 round=3/3 7917.0 req/s +h2 stream pycurl 4194304 B c= 10 round=3/3 47.7 req/s +h2 stream ry 2097152 B c=150 round=3/3 71.2 req/s +h2 full pycurl 131072 B c=150 round=3/3 1562.0 req/s +h2 full curl_cffi 131072 B c=100 round=3/3 2994.9 req/s +h2 full curl_cffi_blocking 2097152 B c=100 round=3/3 87.8 req/s +h2 full httpx_blocking 2097152 B c=150 round=3/3 23.6 req/s +h2 stream pyreqwest_mt 65536 B c=150 round=3/3 1612.6 req/s +h2 full ry_blocking 1048576 B c=150 round=3/3 417.1 req/s +h2 stream niquests_blocking 65536 B c=150 round=3/3 649.2 req/s +h2 stream niquests 4194304 B c= 50 round=3/3 48.7 req/s +h2 full curl_cffi 4194304 B c=150 round=3/3 148.3 req/s +h2 full wreq_st 1048576 B c= 10 round=3/3 824.5 req/s +h2 full wreq 2097152 B c= 50 round=3/3 348.0 req/s +h2 stream curl_cffi_blocking 1024 B c= 10 round=3/3 525.8 req/s +h2 full pyreqwest_st 2097152 B c= 10 round=3/3 127.9 req/s +h2 full ry 4194304 B c=150 round=3/3 40.6 req/s +h2 stream ry_blocking 65536 B c= 10 round=3/3 2544.4 req/s +h2 full curl_cffi_blocking 1024 B c=100 round=3/3 560.4 req/s +h2 full curl_cffi 131072 B c=150 round=3/3 2908.5 req/s +h2 full ry_blocking 2097152 B c= 10 round=3/3 211.6 req/s +h2 full ry_blocking 131072 B c=100 round=3/3 2574.1 req/s +h2 full wreq_blocking 131072 B c=150 round=3/3 3238.0 req/s +h2 stream ry 10240 B c=100 round=3/3 1735.9 req/s +h2 stream httpx_blocking 10240 B c=150 round=3/3 1408.7 req/s +h2 stream niquests 1048576 B c=150 round=3/3 178.1 req/s +h2 full niquests 131072 B c= 10 round=3/3 900.4 req/s +h2 stream ry_blocking 1024 B c=100 round=3/3 4835.8 req/s +h2 full wreq_st 4194304 B c=100 round=3/3 231.9 req/s +h2 full wreq_st 2097152 B c= 10 round=3/3 418.5 req/s +h2 full httpx 1048576 B c= 10 round=3/3 98.1 req/s +h2 stream niquests_blocking 1024 B c= 50 round=3/3 1262.2 req/s +h2 full httpx_blocking 131072 B c=100 round=3/3 354.1 req/s +h2 stream wreq 131072 B c= 50 round=3/3 4165.0 req/s +h2 stream httpx 4194304 B c=100 round=3/3 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"wreq_st", + "protocol": "h2", + "body_kind": "stream", + "payload_bytes": 4194304, + "concurrency": 10, + "samples": [ + { + "round": 1, + "sample": 1, + "seconds": 1.4181756919997497, + "cpu_seconds": 1.590382266000006 + }, + { + "round": 2, + "sample": 1, + "seconds": 1.437864110001101, + "cpu_seconds": 1.5970736599999782 + }, + { + "round": 3, + "sample": 1, + "seconds": 1.4027006720007194, + "cpu_seconds": 1.5499409320000268 + } + ], + "warmup": [ + { + "round": 1, + "sample": 1, + "seconds": 1.3973011699999915, + "cpu_seconds": 1.5459624080000083 + }, + { + "round": 2, + "sample": 1, + "seconds": 1.436440516001312, + "cpu_seconds": 1.593963008000003 + }, + { + "round": 3, + "sample": 1, + "seconds": 1.4045928600007755, + "cpu_seconds": 1.5565199499999949 + } + ], + "rounds": [ + { + "round": 1, + "total_requests": 300, + "total_seconds": 1.4181756919997497, + "rps": 211.53937533435945, + "mbps": 887.2604481224051 + }, + { + "round": 2, + "total_requests": 300, + "total_seconds": 1.437864110001101, + "rps": 208.64280422144364, + "mbps": 875.1113483172179 + }, + { + "round": 3, + "total_requests": 300, + "total_seconds": 1.4027006720007194, + "rps": 213.8731419955049, + "mbps": 897.0489749643142 + } + ], + "validation": { + "status": 200, + "protocol": "h2", + "response_bytes": 4194304 + }, + "total_requests": 900, + "total_seconds": 4.25874047400157, + "rps": 211.33008820195795, + "mbps": 886.382634265825, + "round_rps_cv_pct": 1.0122427782015297 + }, + { + "client": "wreq_st", + "protocol": "h2", + "body_kind": "stream", + "payload_bytes": 4194304, + "concurrency": 50, + "samples": [ + { + "round": 1, + "sample": 1, + "seconds": 1.4064845780003452, + "cpu_seconds": 1.507028058000003 + }, + { + "round": 2, + "sample": 1, + "seconds": 1.4358418039992102, + "cpu_seconds": 1.5105925160000027 + }, + { + "round": 3, + "sample": 1, + "seconds": 1.4190869140002178, + "cpu_seconds": 1.5268055429999663 + } + ], + "warmup": [ + { + "round": 1, + "sample": 1, + "seconds": 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"wreq_st", + "protocol": "h2", + "body_kind": "stream", + "payload_bytes": 4194304, + "concurrency": 100, + "samples": [ + { + "round": 1, + "sample": 1, + "seconds": 1.4119634930002576, + "cpu_seconds": 1.5016977680000139 + }, + { + "round": 2, + "sample": 1, + "seconds": 1.4167637820000891, + "cpu_seconds": 1.380472483999995 + }, + { + "round": 3, + "sample": 1, + "seconds": 1.4288698730015312, + "cpu_seconds": 1.4774093179999568 + } + ], + "warmup": [ + { + "round": 1, + "sample": 1, + "seconds": 1.4345025950005947, + "cpu_seconds": 1.5262079080000035 + }, + { + "round": 2, + "sample": 1, + "seconds": 1.406333732999883, + "cpu_seconds": 1.345678362000001 + }, + { + "round": 3, + "sample": 1, + "seconds": 1.4247430240011454, + "cpu_seconds": 1.424129005999987 + } + ], + "rounds": [ + { + "round": 1, + "total_requests": 300, + "total_seconds": 1.4119634930002576, + "rps": 212.47008260995122, + "mbps": 891.1641173712488 + }, + { + "round": 2, + "total_requests": 300, + "total_seconds": 1.4167637820000891, + "rps": 211.7501899833159, + "mbps": 888.1446688477818 + }, + { + "round": 3, + "total_requests": 300, + "total_seconds": 1.4288698730015312, + "rps": 209.95613783206872, + "mbps": 880.6198687335972 + } + ], + "validation": { + "status": 200, + "protocol": "h2", + "response_bytes": 4194304 + }, + "total_requests": 900, + "total_seconds": 4.257597148001878, + "rps": 211.38683833024848, + "mbps": 886.6206615559145, + "round_rps_cv_pct": 0.5000570327665023 + }, + { + "client": "wreq_st", + "protocol": "h2", + "body_kind": "stream", + "payload_bytes": 4194304, + "concurrency": 150, + "samples": [ + { + "round": 1, + "sample": 1, + "seconds": 1.4738911929998721, + "cpu_seconds": 1.5408690800000215 + }, + { + "round": 2, + "sample": 1, + "seconds": 1.4598465230010333, + "cpu_seconds": 1.539328557999994 + }, + { + "round": 3, + "sample": 1, + "seconds": 1.454831971999738, + "cpu_seconds": 1.5280505750000088 + } + ], + "warmup": [ + { + "round": 1, + "sample": 1, + "seconds": 1.462179462999302, + "cpu_seconds": 1.5226741009999785 + }, + { + "round": 2, + "sample": 1, + "seconds": 1.4219994390005013, + "cpu_seconds": 1.4267053869999984 + }, + { + "round": 3, + "sample": 1, + "seconds": 1.4646014160007326, + "cpu_seconds": 1.5339525210000033 + } + ], + "rounds": [ + { + "round": 1, + "total_requests": 300, + "total_seconds": 1.4738911929998721, + "rps": 203.54284049245013, + "mbps": 853.7205500488456 + }, + { + "round": 2, + "total_requests": 300, + "total_seconds": 1.4598465230010333, + "rps": 205.50105457886386, + "mbps": 861.933895224347 + }, + { + "round": 3, + "total_requests": 300, + "total_seconds": 1.454831971999738, + "rps": 206.20938072156557, + "mbps": 864.9048303979854 + } + ], + "validation": { + "status": 200, + "protocol": "h2", + "response_bytes": 4194304 + }, + "total_requests": 900, + "total_seconds": 4.3885696880006435, + "rps": 205.07820633697727, + "mbps": 860.1603411520091, + "round_rps_cv_pct": 0.5499047247866549 + } + ] +} diff --git a/bench/data/20261003T190307Z-91f1956f13ec-full.md b/bench/data/20261003T190307Z-91f1956f13ec-full.md new file mode 100644 index 00000000..cc6e501e --- /dev/null +++ b/bench/data/20261003T190307Z-91f1956f13ec-full.md @@ -0,0 +1,368 @@ +Measured revision: [91f1956f13ec](https://github.com/0x676e67/wreq-python/commit/91f1956f13ecf18325c85e2471349620c36ca9bd). Collected 2026-10-03 22:54 UTC. + +**Local measurement: the source checkout had uncommitted changes.** + +### Measurement environment + +| Item | Value | +| --- | --- | +| Python | CPython 3.14.6 (main, Jul 23 2026, 14:45:24) [Clang 22.1.3 ] | +| OS | Linux-6.18.33.2-microsoft-standard-WSL2-x86_64-with-glibc2.39 | +| Architecture | x86_64 | +| CPU | AMD Ryzen 9 9950X 16-Core Processor; 32 logical CPUs | +| Python event loop | asyncio | +| Server | Controlled Rust TLS echo server; 4 workers | +| TLS | TLS 1.3; certificate verification disabled for the local test server | +| Repeats | Rounds: 3; timed batches/round: 1; requests/batch: 300; warm-up batches/round: 1 | +| Stream upload chunk | Varies by payload; see body cases below | + +### Body cases + +Each payload is tested with the recorded upload modes at every recorded concurrency. + +| Upload / echo payload | Stream upload chunk | +| --- | --- | +| 1 KiB | 1 KiB | +| 10 KiB | 10 KiB | +| 64 KiB | 16 KiB | +| 128 KiB | 32 KiB | +| 1 MiB | 64 KiB | +| 2 MiB | 128 KiB | +| 4 MiB | 256 KiB | + +### Client versions and runtimes + +| Client | API | Package | Version | Runtime | Protocols | Uploads | +| --- | --- | --- | --- | --- | --- | --- | +| wreq (default) | async | wreq | 0.12.3 | Library default | HTTP/1.1, HTTP/2 | Full, Stream | +| wreq (1 thread) | async | wreq | 0.12.3 | Custom: workers=1, work_steal=False | HTTP/1.1, HTTP/2 | Full, Stream | +| pyreqwest (ST) | async | pyreqwest | 0.14.0 | Single-thread runtime | HTTP/1.1, HTTP/2 | Full, Stream | +| pyreqwest (MT) | async | pyreqwest | 0.14.0 | Multi-thread runtime | HTTP/1.1, HTTP/2 | Full, Stream | +| ry (default) | async | ry | 0.0.101 | Library default | HTTP/1.1, HTTP/2 | Full, Stream | +| httpx | async | httpx | 0.28.1 | Library default | HTTP/1.1, HTTP/2 | Full, Stream | +| aiohttp | async | aiohttp | 3.14.3 | Library default | HTTP/1.1 | Full, Stream | +| niquests | async | niquests | 3.21.2 | Library default | HTTP/1.1, HTTP/2 | Full, Stream | +| curl_cffi | async | curl_cffi | 0.16.3 | Library default | HTTP/1.1, HTTP/2 | Full, Stream | +| wreq (blocking) | blocking | wreq | 0.12.3 | Thread pool; one client per logical worker | HTTP/1.1, HTTP/2 | Full, Stream | +| ry (blocking) | blocking | ry | 0.0.101 | Thread pool; one client per logical worker | HTTP/1.1, HTTP/2 | Full, Stream | +| requests | blocking | requests | 2.34.2 | Thread pool; one client per logical worker | HTTP/1.1 | Full, Stream | +| httpx (blocking) | blocking | httpx | 0.28.1 | Thread pool; one client per logical worker | HTTP/1.1, HTTP/2 | Full, Stream | +| niquests (blocking) | blocking | niquests | 3.21.2 | Thread pool; one client per logical worker | HTTP/1.1, HTTP/2 | Full, Stream | +| curl_cffi (blocking) | blocking | curl_cffi | 0.16.3 | Thread pool; one client per logical worker | HTTP/1.1, HTTP/2 | Full, Stream | +| PycURL | blocking | pycurl | 7.48.0 | Thread pool; one client per logical worker | HTTP/1.1, HTTP/2 | Full, Stream | + +
+Adapter settings + +| Client | Response consumption | Connection pool | +| --- | --- | --- | +| wreq (default) | Client streaming API to EOF | {"kind": "library default"} | +| wreq (1 thread) | Client streaming API to EOF | {"kind": "library default"} | +| pyreqwest (ST) | Client streaming API to EOF | {"kind": "library default"} | +| pyreqwest (MT) | Client streaming API to EOF | {"kind": "library default"} | +| ry (default) | Client streaming API to EOF | {"kind": "library default"} | +| httpx | aiter_raw(): native transport chunks | {"connection_limit": null} | +| aiohttp | iter_any(): available response chunks | {"connection_limit": null} | +| niquests | iter_raw(65536): reads of at most 64 KiB | {"pool_maxsize": 150} | +| curl_cffi | aiter_content(): libcurl callback chunks | {"max_clients": 150} | +| wreq (blocking) | stream(): native transport chunks | {"kind": "one client per logical worker"} | +| ry (blocking) | stream(): native transport chunks | {"kind": "one client per logical worker"} | +| requests | iter_content(65536): reads of at most 64 KiB | {"kind": "one client per logical worker"} | +| httpx (blocking) | iter_raw(): native transport chunks | {"kind": "one client per logical worker"} | +| niquests (blocking) | iter_content(65536): reads of at most 64 KiB | {"kind": "one client per logical worker"} | +| curl_cffi (blocking) | content_callback: libcurl callback chunks | {"kind": "one client per logical worker"} | +| PycURL | WRITEFUNCTION: libcurl callback chunks | {"kind": "one client per logical worker"} | + +
+ +### Throughput comparison + +All cells are requests per second (RPS). Each value is total measured requests divided by total measured time across all rounds, not the fastest round. The JSON also includes individual timings, per-round results, response-payload MB/s, and native artifact SHA-256 hashes. + +### Asynchronous clients + +N/A means that this client API does not support that protocol or upload mode; it is not a failed or zero-throughput result. + +#### HTTP/1.1 — Full upload + +Unit: **requests/s (RPS, requests per second)**. Higher is better. + +| Upload / echo payload | Concurrency | wreq (default) | wreq (1 thread) | pyreqwest (ST) | pyreqwest (MT) | ry (default) | httpx | aiohttp | niquests | curl_cffi | +| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | +| 1 KiB | 10 | 26,519.9 | 26,376.0 | 4,431.4 | 7,064.3 | 2,538.0 | 1,588.5 | 8,293.2 | 2,362.2 | 5,749.4 | +| 1 KiB | 50 | 81,352.0 | 47,294.8 | 4,503.2 | 7,864.1 | 2,919.3 | 896.7 | 8,649.1 | 2,395.9 | 6,495.6 | +| 1 KiB | 100 | 81,263.3 | 50,358.9 | 4,314.9 | 7,988.0 | 2,976.6 | 853.6 | 8,813.0 | 2,382.3 | 5,562.0 | +| 1 KiB | 150 | 75,405.8 | 47,065.1 | 4,259.8 | 8,113.9 | 3,031.2 | 823.4 | 8,945.8 | 2,440.9 | 6,504.0 | +| 10 KiB | 10 | 26,890.0 | 26,529.3 | 4,443.1 | 6,977.6 | 2,552.5 | 1,462.9 | 8,034.2 | 2,335.3 | 5,724.5 | +| 10 KiB | 50 | 74,742.6 | 42,001.0 | 4,382.9 | 7,787.2 | 2,881.2 | 885.6 | 8,348.5 | 2,307.8 | 6,592.4 | +| 10 KiB | 100 | 82,495.4 | 44,230.6 | 4,186.8 | 7,809.2 | 2,929.1 | 846.2 | 8,674.5 | 2,330.8 | 5,746.7 | +| 10 KiB | 150 | 71,448.1 | 42,992.6 | 4,209.9 | 7,809.1 | 3,032.0 | 843.2 | 8,455.3 | 2,311.8 | 6,290.6 | +| 64 KiB | 10 | 23,234.5 | 15,745.9 | 3,850.3 | 6,734.0 | 2,487.2 | 1,361.7 | 7,608.9 | 2,117.6 | 4,552.5 | +| 64 KiB | 50 | 50,130.1 | 18,038.4 | 3,742.6 | 7,528.7 | 2,743.1 | 765.5 | 8,115.5 | 2,096.8 | 4,601.4 | +| 64 KiB | 100 | 46,717.2 | 18,406.9 | 3,770.1 | 7,547.0 | 2,764.0 | 737.3 | 7,834.0 | 2,092.1 | 4,122.8 | +| 64 KiB | 150 | 46,113.6 | 16,034.5 | 3,658.1 | 7,353.4 | 2,788.2 | 717.7 | 7,580.8 | 2,104.2 | 4,161.6 | +| 128 KiB | 10 | 19,686.8 | 9,419.1 | 3,441.0 | 6,502.6 | 2,506.3 | 1,224.2 | 6,085.5 | 1,844.4 | 3,025.5 | +| 128 KiB | 50 | 34,990.8 | 8,348.6 | 3,251.2 | 7,515.9 | 2,709.1 | 650.3 | 6,318.6 | 1,795.9 | 3,171.9 | +| 128 KiB | 100 | 33,456.3 | 8,146.2 | 3,253.3 | 7,199.5 | 2,733.4 | 620.6 | 6,381.9 | 1,755.5 | 3,161.0 | +| 128 KiB | 150 | 29,081.5 | 7,431.6 | 3,293.9 | 7,402.9 | 2,732.9 | 603.3 | 6,478.8 | 1,695.6 | 2,989.1 | +| 1 MiB | 10 | 4,976.0 | 1,141.0 | 1,055.5 | 3,272.0 | 1,430.0 | 537.3 | 1,510.9 | 685.0 | 665.2 | +| 1 MiB | 50 | 4,377.9 | 1,121.9 | 1,022.8 | 3,423.1 | 1,616.7 | 275.1 | 1,457.7 | 714.4 | 677.8 | +| 1 MiB | 100 | 4,154.7 | 1,016.8 | 899.7 | 3,199.5 | 1,615.2 | 231.8 | 1,437.8 | 714.4 | 660.9 | +| 1 MiB | 150 | 3,871.6 | 1,052.3 | 970.6 | 2,999.1 | 1,598.8 | 210.5 | 1,407.2 | 705.1 | 660.4 | +| 2 MiB | 10 | 2,447.5 | 582.3 | 550.9 | 1,992.8 | 952.3 | 322.1 | 810.6 | 415.6 | 346.8 | +| 2 MiB | 50 | 2,065.1 | 600.9 | 597.5 | 1,945.6 | 1,037.5 | 204.8 | 810.8 | 429.2 | 355.1 | +| 2 MiB | 100 | 1,913.0 | 571.4 | 576.2 | 1,850.2 | 1,005.4 | 150.0 | 714.4 | 426.3 | 357.5 | +| 2 MiB | 150 | 1,909.9 | 572.9 | 569.1 | 1,752.9 | 988.8 | 136.6 | 730.9 | 432.2 | 341.7 | +| 4 MiB | 10 | 1,091.2 | 333.4 | 324.0 | 1,012.1 | 569.2 | 171.3 | 389.7 | 219.8 | 178.5 | +| 4 MiB | 50 | 1,002.5 | 315.5 | 326.6 | 935.3 | 633.5 | 142.6 | 382.6 | 227.5 | 183.9 | +| 4 MiB | 100 | 951.5 | 307.2 | 312.8 | 893.8 | 614.9 | 85.0 | 383.8 | 228.9 | 175.4 | +| 4 MiB | 150 | 883.2 | 292.2 | 311.1 | 817.6 | 585.3 | 81.0 | 353.0 | 224.2 | 177.2 | + +#### HTTP/1.1 — Stream upload + +Unit: **requests/s (RPS, requests per second)**. Higher is better. + +| Upload / echo payload | Concurrency | wreq (default) | wreq (1 thread) | pyreqwest (ST) | pyreqwest (MT) | ry (default) | httpx | aiohttp | niquests | curl_cffi | +| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | +| 1 KiB | 10 | 16,530.4 | 13,667.8 | 2,554.3 | 2,908.3 | 1,481.6 | 1,335.3 | 7,345.0 | 2,179.2 | 3,554.8 | +| 1 KiB | 50 | 25,051.6 | 21,300.4 | 2,560.7 | 3,398.3 | 1,700.5 | 764.4 | 7,967.0 | 2,198.3 | 4,474.2 | +| 1 KiB | 100 | 23,831.0 | 18,776.2 | 2,467.3 | 3,510.1 | 1,744.5 | 742.8 | 8,120.5 | 2,225.3 | 4,488.6 | +| 1 KiB | 150 | 25,215.8 | 15,009.0 | 2,476.2 | 3,568.4 | 1,764.8 | 723.3 | 8,213.5 | 2,253.3 | 4,285.6 | +| 10 KiB | 10 | 17,396.2 | 13,544.2 | 2,607.9 | 2,841.2 | 1,465.6 | 1,370.4 | 6,829.7 | 2,198.1 | 3,561.1 | +| 10 KiB | 50 | 25,700.5 | 19,799.6 | 2,480.8 | 3,354.8 | 1,701.9 | 764.7 | 7,313.0 | 2,147.6 | 4,269.0 | +| 10 KiB | 100 | 25,151.4 | 18,386.3 | 2,418.7 | 3,486.3 | 1,750.9 | 744.5 | 7,552.3 | 2,080.8 | 4,413.8 | +| 10 KiB | 150 | 20,736.9 | 15,314.5 | 2,544.8 | 3,541.7 | 1,758.1 | 724.6 | 7,774.7 | 2,111.1 | 4,365.9 | +| 64 KiB | 10 | 12,004.2 | 7,244.8 | 1,415.9 | 1,487.8 | 921.1 | 1,237.6 | 5,244.6 | 1,831.3 | 2,524.1 | +| 64 KiB | 50 | 19,968.8 | 6,547.7 | 1,429.8 | 1,749.9 | 1,072.2 | 534.0 | 5,713.0 | 1,748.3 | 2,844.3 | +| 64 KiB | 100 | 20,568.7 | 6,140.0 | 1,413.4 | 1,827.0 | 1,091.8 | 470.7 | 5,588.5 | 1,674.4 | 2,669.4 | +| 64 KiB | 150 | 18,202.3 | 5,590.9 | 1,356.2 | 1,867.2 | 1,100.1 | 470.8 | 5,772.2 | 1,769.0 | 2,501.9 | +| 128 KiB | 10 | 11,672.6 | 4,987.5 | 1,387.0 | 1,471.5 | 914.3 | 1,075.2 | 4,892.9 | 1,445.7 | 2,093.2 | +| 128 KiB | 50 | 20,086.8 | 4,660.5 | 1,321.3 | 1,710.2 | 1,066.0 | 474.7 | 4,801.4 | 1,434.3 | 2,351.9 | +| 128 KiB | 100 | 16,998.1 | 4,292.4 | 1,334.5 | 1,804.9 | 1,080.2 | 432.7 | 4,647.1 | 1,443.9 | 2,223.9 | +| 128 KiB | 150 | 17,670.6 | 3,854.4 | 1,345.9 | 1,827.5 | 1,095.7 | 414.1 | 4,516.5 | 1,351.8 | 2,143.0 | +| 1 MiB | 10 | 4,081.0 | 658.1 | 392.5 | 481.1 | 338.3 | 363.4 | 1,004.4 | 530.3 | 426.8 | +| 1 MiB | 50 | 4,052.7 | 634.4 | 391.7 | 562.8 | 392.0 | 238.8 | 956.7 | 549.0 | 452.6 | +| 1 MiB | 100 | 3,808.3 | 596.5 | 397.0 | 582.0 | 399.2 | 176.9 | 1,107.5 | 533.5 | 456.8 | +| 1 MiB | 150 | 3,563.0 | 587.0 | 391.8 | 584.4 | 402.0 | 151.7 | 1,088.6 | 534.7 | 457.8 | +| 2 MiB | 10 | 2,240.6 | 390.2 | 294.7 | 440.7 | 299.6 | 252.4 | 781.9 | 378.7 | 247.7 | +| 2 MiB | 50 | 2,000.7 | 382.3 | 292.0 | 507.0 | 345.1 | 195.4 | 781.3 | 380.1 | 256.0 | +| 2 MiB | 100 | 1,834.0 | 364.8 | 289.5 | 517.4 | 351.3 | 125.4 | 773.7 | 388.5 | 248.2 | +| 2 MiB | 150 | 1,779.6 | 354.6 | 285.0 | 521.3 | 355.3 | 107.7 | 775.2 | 374.1 | 238.3 | +| 4 MiB | 10 | 1,076.7 | 236.3 | 189.2 | 370.6 | 250.7 | 158.1 | 398.8 | 209.5 | 134.2 | +| 4 MiB | 50 | 1,008.1 | 214.5 | 190.6 | 415.4 | 287.2 | 136.5 | 422.6 | 209.3 | 135.3 | +| 4 MiB | 100 | 922.7 | 208.8 | 182.6 | 420.3 | 292.7 | 86.6 | 421.5 | 205.0 | 131.0 | +| 4 MiB | 150 | 867.3 | 198.3 | 180.0 | 416.7 | 289.2 | 74.6 | 373.9 | 205.9 | 126.3 | + +#### HTTP/2 — Full upload + +Unit: **requests/s (RPS, requests per second)**. Higher is better. + +| Upload / echo payload | Concurrency | wreq (default) | wreq (1 thread) | pyreqwest (ST) | pyreqwest (MT) | ry (default) | httpx | aiohttp | niquests | curl_cffi | +| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | +| 1 KiB | 10 | 12,809.7 | 18,521.7 | 4,171.0 | 6,679.9 | 2,533.4 | 1,594.1 | N/A | 1,950.4 | 5,991.7 | +| 1 KiB | 50 | 26,706.3 | 24,872.7 | 4,087.7 | 7,612.1 | 2,840.9 | 1,645.2 | N/A | 2,020.4 | 7,710.6 | +| 1 KiB | 100 | 28,445.4 | 29,769.3 | 4,135.7 | 7,748.5 | 2,920.7 | 1,694.0 | N/A | 2,045.6 | 8,782.2 | +| 1 KiB | 150 | 32,330.7 | 26,023.3 | 4,108.3 | 7,603.3 | 3,022.4 | 1,723.2 | N/A | 1,972.8 | 8,167.7 | +| 10 KiB | 10 | 12,123.1 | 16,963.3 | 4,179.4 | 6,481.5 | 2,540.1 | 1,594.7 | N/A | 2,008.9 | 5,957.4 | +| 10 KiB | 50 | 24,351.2 | 23,907.3 | 4,014.9 | 7,433.5 | 2,860.0 | 1,610.0 | N/A | 1,947.9 | 7,703.7 | +| 10 KiB | 100 | 26,792.1 | 24,268.1 | 4,100.1 | 7,382.4 | 2,955.1 | 1,663.4 | N/A | 2,020.7 | 7,817.1 | +| 10 KiB | 150 | 28,041.1 | 23,075.1 | 3,942.7 | 7,689.8 | 3,007.1 | 1,663.3 | N/A | 1,894.7 | 7,674.5 | +| 64 KiB | 10 | 6,230.8 | 9,975.2 | 2,501.5 | 3,730.0 | 1,414.9 | 830.1 | N/A | 1,342.7 | 3,579.1 | +| 64 KiB | 50 | 7,882.7 | 11,478.2 | 2,536.5 | 4,332.0 | 1,629.8 | 868.3 | N/A | 1,252.1 | 4,306.1 | +| 64 KiB | 100 | 7,693.2 | 11,706.9 | 2,615.5 | 4,406.2 | 1,661.8 | 900.7 | N/A | 1,258.2 | 4,830.8 | +| 64 KiB | 150 | 7,818.8 | 11,914.8 | 2,497.4 | 4,383.4 | 1,613.4 | 910.2 | N/A | 1,285.5 | 4,593.8 | +| 128 KiB | 10 | 3,898.1 | 5,934.4 | 1,647.1 | 2,267.3 | 880.3 | 539.0 | N/A | 901.5 | 2,140.7 | +| 128 KiB | 50 | 4,088.9 | 6,481.3 | 1,653.0 | 2,427.6 | 1,028.2 | 577.6 | N/A | 899.6 | 3,032.8 | +| 128 KiB | 100 | 4,480.0 | 6,433.4 | 1,597.2 | 2,382.8 | 989.2 | 581.9 | N/A | 897.2 | 3,022.5 | +| 128 KiB | 150 | 4,094.8 | 6,645.4 | 1,450.5 | 2,077.4 | 955.6 | 588.8 | N/A | 920.1 | 3,019.0 | +| 1 MiB | 10 | 672.3 | 839.0 | 264.9 | 343.6 | 137.6 | 99.3 | N/A | 178.7 | 546.5 | +| 1 MiB | 50 | 615.7 | 835.7 | 262.5 | 318.6 | 151.9 | 94.6 | N/A | 182.6 | 597.9 | +| 1 MiB | 100 | 645.9 | 838.2 | 268.0 | 307.0 | 152.7 | 90.6 | N/A | 182.0 | 600.2 | +| 1 MiB | 150 | 619.0 | 857.8 | 264.1 | 300.0 | 153.1 | 91.0 | N/A | 182.2 | 581.2 | +| 2 MiB | 10 | 306.6 | 418.2 | 130.6 | 164.4 | 66.4 | 47.3 | N/A | 98.7 | 288.1 | +| 2 MiB | 50 | 341.1 | 417.1 | 138.9 | 165.0 | 78.4 | 41.3 | N/A | 97.3 | 315.2 | +| 2 MiB | 100 | 327.9 | 419.8 | 135.4 | 156.6 | 79.8 | 39.1 | N/A | 100.1 | 311.0 | +| 2 MiB | 150 | 332.8 | 417.7 | 139.5 | 152.8 | 79.6 | 39.4 | N/A | 104.3 | 309.8 | +| 4 MiB | 10 | 161.3 | 207.5 | 67.2 | 83.8 | 34.1 | 19.2 | N/A | 49.0 | 153.2 | +| 4 MiB | 50 | 184.1 | 207.0 | 69.5 | 84.1 | 40.1 | 16.1 | N/A | 49.7 | 157.6 | +| 4 MiB | 100 | 162.9 | 214.9 | 71.4 | 80.3 | 40.5 | 15.6 | N/A | 48.9 | 158.4 | +| 4 MiB | 150 | 164.8 | 205.9 | 72.3 | 77.3 | 40.6 | 15.6 | N/A | 50.7 | 150.7 | + +#### HTTP/2 — Stream upload + +Unit: **requests/s (RPS, requests per second)**. Higher is better. + +| Upload / echo payload | Concurrency | wreq (default) | wreq (1 thread) | pyreqwest (ST) | pyreqwest (MT) | ry (default) | httpx | aiohttp | niquests | curl_cffi | +| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | +| 1 KiB | 10 | 10,284.5 | 11,037.1 | 2,530.9 | 2,896.5 | 1,481.2 | 1,628.4 | N/A | 2,021.8 | 4,495.3 | +| 1 KiB | 50 | 22,246.9 | 16,558.4 | 2,508.4 | 3,322.0 | 1,703.5 | 1,671.0 | N/A | 1,970.2 | 5,858.3 | +| 1 KiB | 100 | 22,961.4 | 17,318.3 | 2,558.6 | 3,414.6 | 1,754.2 | 1,715.2 | N/A | 2,001.2 | 5,883.7 | +| 1 KiB | 150 | 20,708.5 | 15,111.1 | 2,586.7 | 3,442.6 | 1,768.7 | 1,714.9 | N/A | 2,076.2 | 6,066.9 | +| 10 KiB | 10 | 9,799.0 | 10,659.8 | 2,430.3 | 2,866.3 | 1,484.8 | 1,575.4 | N/A | 1,986.5 | 4,404.9 | +| 10 KiB | 50 | 20,131.0 | 14,255.7 | 2,481.9 | 3,329.3 | 1,712.9 | 1,624.6 | N/A | 1,946.0 | 5,633.7 | +| 10 KiB | 100 | 20,986.2 | 14,397.4 | 2,576.6 | 3,499.4 | 1,722.8 | 1,652.3 | N/A | 1,959.2 | 5,644.7 | +| 10 KiB | 150 | 17,339.0 | 14,169.0 | 2,497.6 | 3,403.2 | 1,772.5 | 1,690.7 | N/A | 1,880.5 | 5,439.3 | +| 64 KiB | 10 | 5,273.6 | 5,372.9 | 1,178.1 | 1,320.8 | 724.3 | 838.9 | N/A | 1,323.9 | 2,333.4 | +| 64 KiB | 50 | 7,297.8 | 6,565.3 | 1,205.3 | 1,520.6 | 844.7 | 869.3 | N/A | 1,227.0 | 2,710.0 | +| 64 KiB | 100 | 7,165.9 | 6,792.1 | 1,249.1 | 1,559.3 | 868.1 | 895.6 | N/A | 1,320.9 | 2,714.2 | +| 64 KiB | 150 | 6,867.6 | 6,916.7 | 1,267.8 | 1,614.2 | 847.7 | 909.9 | N/A | 1,328.0 | 2,631.6 | +| 128 KiB | 10 | 3,533.4 | 4,218.6 | 919.6 | 1,067.9 | 553.0 | 544.2 | N/A | 885.6 | 1,627.1 | +| 128 KiB | 50 | 3,896.4 | 5,700.3 | 948.9 | 1,205.0 | 645.2 | 575.7 | N/A | 887.4 | 2,144.9 | +| 128 KiB | 100 | 3,792.3 | 6,014.7 | 979.2 | 1,219.7 | 634.4 | 589.2 | N/A | 887.1 | 2,255.4 | +| 128 KiB | 150 | 3,754.6 | 5,920.5 | 970.5 | 1,227.6 | 631.6 | 588.0 | N/A | 902.8 | 2,293.5 | +| 1 MiB | 10 | 570.3 | 838.7 | 182.5 | 221.9 | 106.6 | 111.0 | N/A | 176.8 | 468.7 | +| 1 MiB | 50 | 528.5 | 841.1 | 180.7 | 225.1 | 118.7 | 107.0 | N/A | 177.9 | 514.0 | +| 1 MiB | 100 | 534.5 | 832.9 | 182.7 | 221.5 | 121.4 | 107.1 | N/A | 175.8 | 496.1 | +| 1 MiB | 150 | 568.1 | 833.3 | 181.2 | 220.5 | 121.8 | 107.6 | N/A | 178.0 | 480.9 | +| 2 MiB | 10 | 286.5 | 428.2 | 106.8 | 133.0 | 58.5 | 57.9 | N/A | 94.4 | 259.5 | +| 2 MiB | 50 | 288.5 | 424.7 | 112.6 | 136.3 | 69.1 | 57.4 | N/A | 95.0 | 263.4 | +| 2 MiB | 100 | 272.4 | 419.3 | 109.2 | 131.0 | 70.1 | 53.6 | N/A | 97.2 | 249.1 | +| 2 MiB | 150 | 310.5 | 419.8 | 112.5 | 130.1 | 71.1 | 53.8 | N/A | 99.1 | 240.6 | +| 4 MiB | 10 | 160.1 | 211.3 | 59.9 | 73.9 | 31.8 | 28.8 | N/A | 47.5 | 137.3 | +| 4 MiB | 50 | 147.5 | 211.2 | 61.6 | 75.4 | 37.5 | 28.7 | N/A | 48.4 | 133.3 | +| 4 MiB | 100 | 146.0 | 211.4 | 61.1 | 72.6 | 38.1 | 26.7 | N/A | 50.1 | 125.8 | +| 4 MiB | 150 | 146.7 | 205.1 | 63.1 | 70.6 | 38.3 | 26.7 | N/A | 50.6 | 120.4 | + +### Blocking clients + +N/A means that this client API does not support that protocol or upload mode; it is not a failed or zero-throughput result. + +#### HTTP/1.1 — Full upload + +Unit: **requests/s (RPS, requests per second)**. Higher is better. + +| Upload / echo payload | Concurrency | wreq (blocking) | ry (blocking) | requests | httpx (blocking) | niquests (blocking) | curl_cffi (blocking) | PycURL | +| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | +| 1 KiB | 10 | 3,757.2 | 8,872.2 | 1,474.0 | 1,823.3 | 1,569.5 | 559.5 | 13,408.4 | +| 1 KiB | 50 | 3,632.8 | 7,923.8 | 1,442.1 | 1,790.0 | 1,446.8 | 563.8 | 11,606.0 | +| 1 KiB | 100 | 3,395.6 | 7,382.3 | 1,389.2 | 1,742.6 | 1,448.6 | 557.5 | 10,274.7 | +| 1 KiB | 150 | 3,357.9 | 6,720.9 | 1,355.2 | 1,694.6 | 1,445.9 | 552.3 | 9,474.9 | +| 10 KiB | 10 | 3,880.9 | 8,909.6 | 1,474.7 | 1,824.2 | 1,565.0 | 560.2 | 13,284.0 | +| 10 KiB | 50 | 3,585.7 | 7,946.3 | 1,350.9 | 1,785.9 | 1,537.4 | 562.1 | 11,322.4 | +| 10 KiB | 100 | 3,467.5 | 7,408.7 | 1,363.4 | 1,713.6 | 1,480.5 | 560.7 | 10,283.8 | +| 10 KiB | 150 | 3,314.3 | 6,818.8 | 1,351.0 | 1,707.8 | 1,417.7 | 549.7 | 9,359.7 | +| 64 KiB | 10 | 3,484.0 | 8,842.3 | 956.8 | 1,148.0 | 1,084.7 | 513.7 | 4,637.5 | +| 64 KiB | 50 | 3,424.6 | 7,671.8 | 982.6 | 1,135.3 | 1,043.9 | 517.1 | 4,312.0 | +| 64 KiB | 100 | 3,265.4 | 7,038.1 | 932.6 | 1,110.3 | 972.4 | 513.9 | 4,136.6 | +| 64 KiB | 150 | 3,060.8 | 6,697.5 | 947.7 | 1,092.4 | 999.3 | 508.5 | 3,858.0 | +| 128 KiB | 10 | 3,413.5 | 8,624.3 | 802.9 | 846.5 | 823.6 | 478.2 | 2,724.8 | +| 128 KiB | 50 | 3,335.2 | 7,566.6 | 772.3 | 842.0 | 793.1 | 478.6 | 2,675.4 | +| 128 KiB | 100 | 3,194.1 | 7,016.7 | 758.6 | 828.4 | 767.2 | 472.8 | 2,542.3 | +| 128 KiB | 150 | 3,036.1 | 6,383.5 | 748.5 | 814.7 | 766.8 | 473.2 | 2,483.6 | +| 1 MiB | 10 | 1,577.4 | 5,108.2 | 194.7 | 179.4 | 193.9 | 232.8 | 418.6 | +| 1 MiB | 50 | 1,515.7 | 4,001.3 | 190.4 | 181.7 | 191.9 | 233.6 | 423.2 | +| 1 MiB | 100 | 1,451.6 | 3,607.7 | 190.5 | 180.2 | 190.6 | 233.1 | 416.5 | +| 1 MiB | 150 | 1,389.6 | 3,438.2 | 190.4 | 185.0 | 189.6 | 240.9 | 417.0 | +| 2 MiB | 10 | 998.2 | 2,160.2 | 104.5 | 94.8 | 105.7 | 147.1 | 214.4 | +| 2 MiB | 50 | 946.3 | 1,979.9 | 103.6 | 96.8 | 103.3 | 147.8 | 219.1 | +| 2 MiB | 100 | 886.3 | 1,844.1 | 104.4 | 95.6 | 104.0 | 146.7 | 215.9 | +| 2 MiB | 150 | 874.0 | 1,812.3 | 102.8 | 98.2 | 101.9 | 153.5 | 214.3 | +| 4 MiB | 10 | 567.4 | 1,048.0 | 53.9 | 49.1 | 54.0 | 85.8 | 107.9 | +| 4 MiB | 50 | 533.3 | 964.6 | 54.0 | 49.8 | 54.0 | 84.2 | 112.2 | +| 4 MiB | 100 | 502.3 | 909.9 | 54.6 | 49.3 | 54.4 | 84.0 | 110.7 | +| 4 MiB | 150 | 498.1 | 830.1 | 53.9 | 50.7 | 53.4 | 88.3 | 110.6 | + +#### HTTP/1.1 — Stream upload + +Unit: **requests/s (RPS, requests per second)**. Higher is better. + +| Upload / echo payload | Concurrency | wreq (blocking) | ry (blocking) | requests | httpx (blocking) | niquests (blocking) | curl_cffi (blocking) | PycURL | +| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | +| 1 KiB | 10 | 563.1 | 5,428.1 | 1,329.7 | 1,539.6 | 1,408.6 | 525.8 | 6,834.3 | +| 1 KiB | 50 | 558.1 | 5,041.0 | 1,277.3 | 1,503.9 | 1,365.6 | 528.2 | 6,468.4 | +| 1 KiB | 100 | 556.9 | 4,856.2 | 1,256.0 | 1,459.7 | 1,331.9 | 526.5 | 6,110.7 | +| 1 KiB | 150 | 548.9 | 4,583.4 | 1,230.4 | 1,418.6 | 1,296.0 | 523.8 | 5,675.0 | +| 10 KiB | 10 | 557.9 | 5,298.1 | 1,281.5 | 1,531.1 | 1,407.2 | 524.7 | 6,752.7 | +| 10 KiB | 50 | 651.6 | 5,104.8 | 1,295.8 | 1,496.0 | 1,374.9 | 529.2 | 6,467.0 | +| 10 KiB | 100 | 554.6 | 4,832.7 | 1,227.2 | 1,471.4 | 1,307.6 | 525.9 | 5,898.4 | +| 10 KiB | 150 | 548.1 | 4,598.5 | 1,225.1 | 1,447.3 | 1,294.0 | 520.1 | 5,705.7 | +| 64 KiB | 10 | 524.5 | 3,415.0 | 784.1 | 778.7 | 793.8 | 459.7 | 2,523.2 | +| 64 KiB | 50 | 523.3 | 3,335.5 | 770.5 | 773.2 | 792.5 | 463.2 | 2,488.5 | +| 64 KiB | 100 | 519.9 | 3,145.6 | 751.0 | 747.5 | 775.3 | 461.1 | 2,373.1 | +| 64 KiB | 150 | 511.9 | 3,061.1 | 744.6 | 748.3 | 745.4 | 457.2 | 2,346.3 | +| 128 KiB | 10 | 522.6 | 3,364.3 | 642.0 | 637.5 | 665.2 | 428.6 | 1,822.1 | +| 128 KiB | 50 | 524.5 | 3,276.3 | 633.2 | 625.6 | 638.5 | 431.2 | 1,800.7 | +| 128 KiB | 100 | 516.5 | 3,071.0 | 617.7 | 604.6 | 632.8 | 430.6 | 1,748.0 | +| 128 KiB | 150 | 513.1 | 2,970.7 | 602.8 | 609.7 | 625.6 | 428.1 | 1,737.2 | +| 1 MiB | 10 | 366.5 | 1,194.9 | 157.2 | 140.5 | 158.3 | 179.4 | 278.9 | +| 1 MiB | 50 | 366.1 | 1,193.5 | 155.3 | 140.7 | 156.9 | 178.2 | 283.9 | +| 1 MiB | 100 | 361.6 | 1,166.1 | 157.2 | 139.1 | 155.4 | 176.8 | 277.0 | +| 1 MiB | 150 | 361.5 | 1,119.0 | 154.6 | 142.1 | 155.4 | 182.5 | 281.0 | +| 2 MiB | 10 | 321.6 | 1,069.8 | 92.6 | 82.7 | 92.9 | 115.2 | 154.1 | +| 2 MiB | 50 | 321.1 | 997.5 | 91.9 | 83.1 | 92.0 | 114.1 | 155.9 | +| 2 MiB | 100 | 312.4 | 977.3 | 93.4 | 82.6 | 92.4 | 113.1 | 155.5 | +| 2 MiB | 150 | 316.6 | 944.1 | 92.4 | 84.9 | 91.7 | 118.0 | 157.7 | +| 4 MiB | 10 | 257.9 | 1,005.8 | 50.6 | 45.3 | 50.3 | 67.4 | 80.9 | +| 4 MiB | 50 | 257.4 | 753.5 | 50.4 | 45.8 | 50.2 | 65.8 | 82.6 | +| 4 MiB | 100 | 252.6 | 742.4 | 51.0 | 45.3 | 50.9 | 65.2 | 81.8 | +| 4 MiB | 150 | 255.5 | 721.5 | 50.8 | 46.9 | 50.3 | 68.1 | 82.9 | + +#### HTTP/2 — Full upload + +Unit: **requests/s (RPS, requests per second)**. Higher is better. + +| Upload / echo payload | Concurrency | wreq (blocking) | ry (blocking) | requests | httpx (blocking) | niquests (blocking) | curl_cffi (blocking) | PycURL | +| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | +| 1 KiB | 10 | 3,755.1 | 8,810.3 | N/A | 1,550.6 | 1,320.3 | 559.1 | 12,975.9 | +| 1 KiB | 50 | 3,580.0 | 7,881.3 | N/A | 1,500.4 | 1,181.6 | 562.8 | 11,565.4 | +| 1 KiB | 100 | 3,412.2 | 7,374.6 | N/A | 1,474.4 | 1,241.3 | 557.3 | 10,235.0 | +| 1 KiB | 150 | 3,308.7 | 6,848.8 | N/A | 1,370.1 | 1,206.7 | 554.1 | 9,433.7 | +| 10 KiB | 10 | 3,734.0 | 8,956.9 | N/A | 1,533.4 | 1,307.1 | 560.8 | 12,917.5 | +| 10 KiB | 50 | 3,547.2 | 7,901.7 | N/A | 1,508.9 | 1,279.2 | 562.2 | 11,431.9 | +| 10 KiB | 100 | 3,450.2 | 7,181.1 | N/A | 1,399.0 | 1,230.1 | 558.0 | 10,184.6 | +| 10 KiB | 150 | 3,332.0 | 6,795.4 | N/A | 1,408.5 | 1,193.1 | 552.7 | 9,273.5 | +| 64 KiB | 10 | 3,569.4 | 4,543.6 | N/A | 624.1 | 683.4 | 486.8 | 3,064.3 | +| 64 KiB | 50 | 3,552.4 | 4,297.3 | N/A | 611.3 | 654.3 | 488.2 | 3,030.2 | +| 64 KiB | 100 | 3,400.3 | 4,081.3 | N/A | 595.4 | 653.4 | 484.5 | 2,898.2 | +| 64 KiB | 150 | 3,277.9 | 3,884.3 | N/A | 598.3 | 656.5 | 481.8 | 2,810.7 | +| 128 KiB | 10 | 3,552.9 | 2,823.0 | N/A | 364.6 | 428.1 | 423.3 | 1,610.9 | +| 128 KiB | 50 | 3,523.6 | 2,707.6 | N/A | 359.7 | 425.5 | 427.6 | 1,640.3 | +| 128 KiB | 100 | 3,364.0 | 2,562.8 | N/A | 350.3 | 423.2 | 424.6 | 1,589.5 | +| 128 KiB | 150 | 3,244.0 | 2,477.2 | N/A | 358.5 | 420.5 | 424.1 | 1,568.2 | +| 1 MiB | 10 | 1,759.1 | 422.9 | N/A | 50.9 | 72.0 | 151.8 | 213.1 | +| 1 MiB | 50 | 1,728.7 | 424.8 | N/A | 49.7 | 71.2 | 153.3 | 220.9 | +| 1 MiB | 100 | 1,663.7 | 418.8 | N/A | 49.0 | 71.6 | 152.0 | 219.5 | +| 1 MiB | 150 | 1,613.2 | 418.2 | N/A | 51.3 | 73.1 | 155.4 | 220.9 | +| 2 MiB | 10 | 1,165.7 | 212.3 | N/A | 24.6 | 36.5 | 87.6 | 106.9 | +| 2 MiB | 50 | 1,123.3 | 221.8 | N/A | 23.3 | 36.5 | 87.8 | 111.3 | +| 2 MiB | 100 | 1,062.1 | 217.3 | N/A | 23.0 | 36.6 | 87.3 | 113.2 | +| 2 MiB | 150 | 1,052.4 | 217.3 | N/A | 23.8 | 37.3 | 90.0 | 111.5 | +| 4 MiB | 10 | 681.4 | 104.7 | N/A | 11.0 | 18.6 | 47.6 | 53.3 | +| 4 MiB | 50 | 646.1 | 108.1 | N/A | 10.1 | 18.6 | 47.6 | 55.9 | +| 4 MiB | 100 | 619.3 | 108.9 | N/A | 10.0 | 18.4 | 47.5 | 56.3 | +| 4 MiB | 150 | 601.5 | 110.5 | N/A | 10.3 | 18.9 | 48.9 | 56.5 | + +#### HTTP/2 — Stream upload + +Unit: **requests/s (RPS, requests per second)**. Higher is better. + +| Upload / echo payload | Concurrency | wreq (blocking) | ry (blocking) | requests | httpx (blocking) | niquests (blocking) | curl_cffi (blocking) | PycURL | +| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | +| 1 KiB | 10 | 559.2 | 5,318.0 | N/A | 1,562.0 | 1,322.9 | 526.0 | 6,754.7 | +| 1 KiB | 50 | 562.6 | 4,975.8 | N/A | 1,523.3 | 1,251.7 | 529.4 | 6,335.7 | +| 1 KiB | 100 | 557.4 | 4,801.2 | N/A | 1,447.6 | 1,205.7 | 525.1 | 6,033.8 | +| 1 KiB | 150 | 547.2 | 4,564.9 | N/A | 1,423.7 | 1,188.5 | 522.8 | 5,672.9 | +| 10 KiB | 10 | 561.5 | 5,304.4 | N/A | 1,539.4 | 1,302.2 | 528.2 | 6,792.1 | +| 10 KiB | 50 | 563.0 | 5,028.8 | N/A | 1,435.2 | 1,266.8 | 528.7 | 6,313.3 | +| 10 KiB | 100 | 553.7 | 4,771.8 | N/A | 1,435.4 | 1,167.2 | 526.0 | 6,098.1 | +| 10 KiB | 150 | 544.2 | 4,528.7 | N/A | 1,412.2 | 1,207.6 | 522.7 | 5,726.0 | +| 64 KiB | 10 | 528.0 | 2,531.7 | N/A | 615.3 | 684.5 | 441.3 | 1,968.7 | +| 64 KiB | 50 | 528.4 | 2,460.9 | N/A | 607.1 | 673.0 | 442.4 | 1,979.7 | +| 64 KiB | 100 | 522.0 | 2,373.8 | N/A | 594.9 | 655.5 | 437.7 | 1,907.9 | +| 64 KiB | 150 | 514.3 | 2,306.5 | N/A | 599.4 | 649.3 | 437.7 | 1,887.1 | +| 128 KiB | 10 | 516.5 | 1,865.8 | N/A | 363.3 | 439.0 | 387.5 | 1,241.9 | +| 128 KiB | 50 | 525.6 | 1,824.5 | N/A | 363.5 | 426.6 | 390.5 | 1,277.0 | +| 128 KiB | 100 | 520.8 | 1,748.2 | N/A | 357.4 | 418.6 | 387.6 | 1,246.6 | +| 128 KiB | 150 | 509.1 | 1,715.7 | N/A | 364.0 | 417.4 | 389.2 | 1,215.8 | +| 1 MiB | 10 | 374.2 | 335.7 | N/A | 53.4 | 70.9 | 137.3 | 186.9 | +| 1 MiB | 50 | 376.1 | 338.7 | N/A | 53.2 | 71.2 | 137.0 | 192.7 | +| 1 MiB | 100 | 371.1 | 334.3 | N/A | 52.8 | 71.0 | 135.8 | 192.2 | +| 1 MiB | 150 | 373.3 | 332.3 | N/A | 54.4 | 72.5 | 138.8 | 194.1 | +| 2 MiB | 10 | 335.6 | 187.2 | N/A | 26.6 | 36.6 | 78.2 | 94.2 | +| 2 MiB | 50 | 337.0 | 190.7 | N/A | 26.8 | 36.5 | 78.2 | 97.8 | +| 2 MiB | 100 | 334.5 | 190.7 | N/A | 26.5 | 36.4 | 77.5 | 97.3 | +| 2 MiB | 150 | 337.2 | 191.2 | N/A | 27.6 | 37.2 | 79.6 | 98.5 | +| 4 MiB | 10 | 278.4 | 98.5 | N/A | 13.3 | 18.4 | 42.2 | 47.3 | +| 4 MiB | 50 | 277.4 | 100.6 | N/A | 13.3 | 18.5 | 41.9 | 49.0 | +| 4 MiB | 100 | 274.2 | 100.1 | N/A | 13.1 | 18.5 | 41.5 | 48.9 | +| 4 MiB | 150 | 279.5 | 101.6 | N/A | 13.8 | 18.9 | 42.9 | 49.5 | diff --git a/bench/data/README.md b/bench/data/README.md new file mode 100644 index 00000000..54b0b08d --- /dev/null +++ b/bench/data/README.md @@ -0,0 +1,26 @@ +# Local benchmark data + +We keep completed HTTPS measurements here on `main`. Each JSON identifies the +source revision tested and whether the checkout had uncommitted changes. It +also records the interpreter, installed client versions, native artifact hashes, +CPU, OS, architecture and workload. + +- Timestamped JSON files are immutable run snapshots. +- `*-provenance.json` sidecars, when present, retain build flags, toolchains, + dependency and harness hashes, and log checks. They are not measurement + snapshots and must not be selected as `latest.json`. +- `*-stdout.log` and `*-stderr.log` retain the corresponding run's raw output. + Successful request validation doesn't explain server connection messages + or prove that no transport retries occurred. +- `smoke/` contains integration checks, not throughput rankings. +- `latest.json` is a copy of the full measurement selected for the documentation. + +Git preserves these JSON and log files without newline conversion, so checking +them out on another platform does not change their raw-file hashes. + +The first saved full run has three payload sizes and two concurrency levels. +The expanded suite uses seven payload sizes and four concurrency levels. Check +the workload matrix and upload chunks before comparing runs; they can differ. + +Docs builds read the local `latest.json`. They don't run benchmarks, use a +separate data branch or download measurements during page generation. diff --git a/bench/data/latest.json b/bench/data/latest.json new file mode 100644 index 00000000..7193edfd --- /dev/null +++ b/bench/data/latest.json @@ -0,0 +1,135016 @@ +{ + "schema_version": 1, + "generated_at": "2026-10-03T22:54:33.231053+00:00", + "source": { + "repository": "https://github.com/0x676e67/wreq-python.git", + "commit": "91f1956f13ecf18325c85e2471349620c36ca9bd", + "dirty": true + }, + "environment": { + "python": "3.14.6 (main, Jul 23 2026, 14:45:24) [Clang 22.1.3 ]", + "implementation": "CPython", + "platform": "Linux-6.18.33.2-microsoft-standard-WSL2-x86_64-with-glibc2.39", + "machine": "x86_64", + "cpu": "AMD Ryzen 9 9950X 16-Core Processor", + "cpu_count": 32, + "event_loop": "asyncio", + "affinity": [ + 0, + 1, + 2, + 3, + 4, + 5, + 6, + 7, + 8, + 9, + 10, + 11, + 12, + 13, + 14, + 15, + 16, + 17, + 18, + 19, + 20, + 21, + 22, + 23, + 24, + 25, + 26, + 27, + 28, + 29, + 30, + 31 + ], + "load_average": [ + 0.0, + 0.0, + 0.0 + ] + }, + "configuration": { + "clients": [ + "wreq", + "wreq_st", + "pyreqwest_st", + "pyreqwest_mt", + "ry", + "httpx", + "aiohttp", + "niquests", + "curl_cffi", + "wreq_blocking", + "ry_blocking", + "requests", + "httpx_blocking", + "niquests_blocking", + "curl_cffi_blocking", + "pycurl" + ], + "protocols": [ + "h1", + "h2" + ], + "payload_bytes": [ + 1024, + 10240, + 65536, + 131072, + 1048576, + 2097152, + 4194304 + ], + "concurrency": [ + 10, + 50, + 100, + 150 + ], + "body_kinds": [ + "full", + "stream" + ], + "rounds": 3, + "warmup": 1, + "samples": 1, + "requests": 300, + "stream_chunk_bytes": 65536, + "stream_chunk_bytes_by_payload": { + "1024": 1024, + "10240": 10240, + "65536": 16384, + "131072": 32768, + "1048576": 65536, + "2097152": 131072, + "4194304": 262144 + }, + "server_workers": 4, + "seed": 160130, + "case_timeout": 120, + "tls_version": "1.3", + "tls_verification": false, + "response_consumption": 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round=1/3 230.6 req/s +h1 full pyreqwest_mt 10240 B c= 10 round=1/3 6984.8 req/s +h1 full pyreqwest_mt_official 10240 B c= 10 round=1/3 6711.5 req/s +h1 full wreq 4194304 B c= 10 round=1/3 876.6 req/s +h1 full wreq_st 4194304 B c= 10 round=1/3 338.3 req/s +h1 stream pyreqwest_st 10240 B c= 10 round=1/3 2470.4 req/s +h1 stream pyreqwest_st_official 10240 B c= 10 round=1/3 3122.8 req/s +h1 full pyreqwest_mt 4194304 B c= 10 round=1/3 927.7 req/s +h1 full pyreqwest_mt_official 4194304 B c= 10 round=1/3 883.9 req/s +h1 full wreq 10240 B c= 10 round=1/3 22160.8 req/s +h1 full ry 10240 B c= 10 round=1/3 2493.6 req/s +h1 full ry_official 10240 B c= 10 round=1/3 2441.1 req/s +h1 stream pyreqwest_st 4194304 B c= 10 round=1/3 189.1 req/s +h1 stream pyreqwest_st_official 4194304 B c= 10 round=1/3 196.9 req/s +h1 stream ry 10240 B c= 10 round=1/3 1443.8 req/s +h1 stream ry_official 10240 B c= 10 round=1/3 1381.1 req/s +h1 stream wreq 4194304 B c= 10 round=1/3 848.8 req/s +h1 stream pyreqwest_mt 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B c= 10 round=2/3 245.7 req/s +h1 stream ry 4194304 B c= 10 round=2/3 251.8 req/s +h1 stream pyreqwest_st_official 4194304 B c= 10 round=2/3 195.8 req/s +h1 stream pyreqwest_st 4194304 B c= 10 round=2/3 189.0 req/s +h1 full wreq_st 10240 B c= 10 round=2/3 26974.6 req/s +h1 full pyreqwest_mt_official 10240 B c= 10 round=2/3 7014.6 req/s +h1 full pyreqwest_mt 10240 B c= 10 round=2/3 6879.5 req/s +h1 full wreq_st 4194304 B c= 10 round=2/3 312.3 req/s +h1 stream pyreqwest_mt_official 10240 B c= 10 round=2/3 2874.9 req/s +h1 stream pyreqwest_mt 10240 B c= 10 round=2/3 2885.2 req/s +h1 stream pyreqwest_st 4194304 B c= 10 round=3/3 189.8 req/s +h1 stream pyreqwest_st_official 4194304 B c= 10 round=3/3 190.1 req/s +h1 stream pyreqwest_mt 10240 B c= 10 round=3/3 2858.9 req/s +h1 stream pyreqwest_mt_official 10240 B c= 10 round=3/3 2847.9 req/s +h1 stream wreq 4194304 B c= 10 round=3/3 794.3 req/s +h1 stream pyreqwest_st 10240 B c= 10 round=3/3 2366.4 req/s +h1 stream pyreqwest_st_official 10240 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stream pyreqwest_st_official 10240 B c= 10 round=1/3 2999.4 req/s +h2 stream pyreqwest_st 10240 B c= 10 round=1/3 2343.1 req/s +h2 stream wreq 10240 B c= 10 round=1/3 10078.3 req/s +h2 stream wreq_st 4194304 B c= 10 round=1/3 204.4 req/s +h2 full pyreqwest_st_official 10240 B c= 10 round=1/3 5653.2 req/s +h2 full pyreqwest_st 10240 B c= 10 round=1/3 4443.8 req/s +h2 stream ry_official 4194304 B c= 10 round=1/3 101.3 req/s +h2 stream ry 4194304 B c= 10 round=1/3 31.5 req/s +h2 full ry_official 10240 B c= 10 round=1/3 2442.3 req/s +h2 full ry 10240 B c= 10 round=1/3 2472.4 req/s +h2 full ry_official 4194304 B c= 10 round=1/3 126.9 req/s +h2 full ry 4194304 B c= 10 round=1/3 33.9 req/s +h2 full wreq_st 10240 B c= 10 round=1/3 16827.5 req/s +h2 full pyreqwest_mt_official 4194304 B c= 10 round=1/3 178.2 req/s +h2 full pyreqwest_mt 4194304 B c= 10 round=1/3 81.5 req/s +h2 full wreq_st 4194304 B c= 10 round=1/3 205.2 req/s +h2 stream wreq_st 10240 B c= 10 round=1/3 10941.5 req/s +h2 full pyreqwest_mt_official 10240 B c= 10 round=1/3 6364.0 req/s +h2 full pyreqwest_mt 10240 B c= 10 round=1/3 6306.8 req/s +h2 stream pyreqwest_mt_official 4194304 B c= 10 round=1/3 152.7 req/s +h2 stream pyreqwest_mt 4194304 B c= 10 round=1/3 72.2 req/s +h2 stream ry_official 10240 B c= 10 round=1/3 1467.8 req/s +h2 stream ry 10240 B c= 10 round=1/3 1473.7 req/s +h2 full wreq 10240 B c= 10 round=1/3 12321.1 req/s +h2 full wreq_st 4194304 B c= 10 round=2/3 204.2 req/s +h2 full pyreqwest_st 4194304 B c= 10 round=2/3 66.5 req/s +h2 full pyreqwest_st_official 4194304 B c= 10 round=2/3 197.4 req/s +h2 stream wreq 10240 B c= 10 round=2/3 10598.9 req/s +h2 full pyreqwest_mt 4194304 B c= 10 round=2/3 81.7 req/s +h2 full pyreqwest_mt_official 4194304 B c= 10 round=2/3 184.3 req/s +h2 full pyreqwest_st 10240 B c= 10 round=2/3 4431.9 req/s +h2 full pyreqwest_st_official 10240 B c= 10 round=2/3 5695.5 req/s +h2 stream ry 10240 B c= 10 round=2/3 1477.4 req/s +h2 stream ry_official 10240 B c= 10 round=2/3 1467.8 req/s +h2 stream ry 4194304 B c= 10 round=2/3 31.5 req/s +h2 stream ry_official 4194304 B c= 10 round=2/3 101.2 req/s +h2 full ry 4194304 B c= 10 round=2/3 33.9 req/s +h2 full ry_official 4194304 B c= 10 round=2/3 126.2 req/s +h2 stream wreq_st 4194304 B c= 10 round=2/3 204.0 req/s +h2 stream wreq_st 10240 B c= 10 round=2/3 9369.7 req/s +h2 full pyreqwest_mt 10240 B c= 10 round=2/3 6494.4 req/s +h2 full pyreqwest_mt_official 10240 B c= 10 round=2/3 6468.4 req/s +h2 stream pyreqwest_mt 10240 B c= 10 round=2/3 2939.3 req/s +h2 stream pyreqwest_mt_official 10240 B c= 10 round=2/3 2834.2 req/s +h2 stream pyreqwest_st 10240 B c= 10 round=2/3 2605.1 req/s +h2 stream pyreqwest_st_official 10240 B c= 10 round=2/3 3014.0 req/s +h2 stream wreq 4194304 B c= 10 round=2/3 153.8 req/s +h2 full wreq 10240 B c= 10 round=2/3 11751.3 req/s +h2 full wreq 4194304 B c= 10 round=2/3 171.5 req/s +h2 stream pyreqwest_mt 4194304 B c= 10 round=2/3 73.6 req/s +h2 stream pyreqwest_mt_official 4194304 B c= 10 round=2/3 174.6 req/s +h2 full ry 10240 B c= 10 round=2/3 2646.1 req/s +h2 full ry_official 10240 B c= 10 round=2/3 2379.1 req/s +h2 full wreq_st 10240 B c= 10 round=2/3 17548.8 req/s +h2 stream pyreqwest_st 4194304 B c= 10 round=2/3 60.1 req/s +h2 stream pyreqwest_st_official 4194304 B c= 10 round=2/3 135.8 req/s +h2 stream wreq 10240 B c= 10 round=3/3 9403.1 req/s +h2 stream wreq_st 4194304 B c= 10 round=3/3 208.0 req/s +h2 stream wreq 4194304 B c= 10 round=3/3 167.5 req/s +h2 full wreq_st 10240 B c= 10 round=3/3 18049.9 req/s +h2 stream pyreqwest_mt_official 10240 B c= 10 round=3/3 2894.1 req/s +h2 stream pyreqwest_mt 10240 B c= 10 round=3/3 2864.5 req/s +h2 stream pyreqwest_st_official 10240 B c= 10 round=3/3 3079.7 req/s +h2 stream pyreqwest_st 10240 B c= 10 round=3/3 2352.4 req/s +h2 full wreq_st 4194304 B c= 10 round=3/3 206.3 req/s +h2 stream ry_official 4194304 B c= 10 round=3/3 102.4 req/s +h2 stream ry 4194304 B c= 10 round=3/3 31.7 req/s +h2 stream pyreqwest_mt_official 4194304 B c= 10 round=3/3 172.0 req/s +h2 stream pyreqwest_mt 4194304 B c= 10 round=3/3 71.5 req/s +h2 stream wreq_st 10240 B c= 10 round=3/3 11062.9 req/s +h2 full wreq 4194304 B c= 10 round=3/3 151.8 req/s +h2 stream ry_official 10240 B c= 10 round=3/3 1488.9 req/s +h2 stream ry 10240 B c= 10 round=3/3 1486.1 req/s +h2 full wreq 10240 B c= 10 round=3/3 11792.4 req/s +h2 full ry_official 4194304 B c= 10 round=3/3 124.6 req/s +h2 full ry 4194304 B c= 10 round=3/3 33.8 req/s +h2 stream pyreqwest_st_official 4194304 B c= 10 round=3/3 146.1 req/s +h2 stream pyreqwest_st 4194304 B c= 10 round=3/3 59.4 req/s +h2 full pyreqwest_mt_official 10240 B c= 10 round=3/3 6678.0 req/s +h2 full pyreqwest_mt 10240 B c= 10 round=3/3 6566.0 req/s +h2 full pyreqwest_mt_official 4194304 B c= 10 round=3/3 180.9 req/s +h2 full pyreqwest_mt 4194304 B c= 10 round=3/3 81.8 req/s +h2 full pyreqwest_st_official 4194304 B c= 10 round=3/3 194.1 req/s +h2 full pyreqwest_st 4194304 B c= 10 round=3/3 66.9 req/s +h2 full pyreqwest_st_official 10240 B c= 10 round=3/3 5962.2 req/s +h2 full pyreqwest_st 10240 B c= 10 round=3/3 4253.7 req/s +h2 full ry_official 10240 B c= 10 round=3/3 2482.6 req/s +h2 full ry 10240 B c= 10 round=3/3 2557.4 req/s +Saved complete benchmark: /mnt/e/VSCode/wreq-python/bench/data/short/20261003T233320Z-91f1956-read-profiles.json diff --git a/bench/data/short/20261003T233320Z-91f1956-read-profiles.json b/bench/data/short/20261003T233320Z-91f1956-read-profiles.json new file mode 100644 index 00000000..b710faaf --- /dev/null +++ b/bench/data/short/20261003T233320Z-91f1956-read-profiles.json @@ -0,0 +1,5529 @@ +{ + "schema_version": 1, + "generated_at": "2026-10-03T23:35:47.381735+00:00", + "source": { + "repository": "https://github.com/0x676e67/wreq-python.git", + "commit": "91f1956f13ecf18325c85e2471349620c36ca9bd", + "dirty": true + }, + "environment": { + "python": "3.14.6 (main, Jul 23 2026, 14:45:24) [Clang 22.1.3 ]", + "implementation": 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"total_seconds": 1.4604108980000063, + "rps": 205.42163880784645, + "mbps": 861.6008013383056, + "round_rps_cv_pct": 0.8699846803795576 + } + ], + "experiment": { + "kind": "paired official streaming-read parameters; not original upstream benchmark", + "canonical_aliases": { + "pyreqwest_st_official": "pyreqwest_st", + "pyreqwest_mt_official": "pyreqwest_mt", + "ry_official": "ry" + }, + "upstream_pyreqwest_commit": "e2f77ec907a6240704d8cb90f36e233dc7b94781", + "script_sha256": "d5f53c9b5471d083d68fda60f4fdc2c9bbfcc96bc65573ba7ba9f3d99db02ce7", + "frozen_harness_sha256": { + "benchmark.py": "a07e8241a7c2dcc4a333e034fa023fdb0467a59190d8863036173bdaac00d062", + "clients.py": "edde2911328ca169a0e468a330847c6c92a47cd5b9b240c4304b56e9c81e991e", + "async_clients.py": "371a6d486e07a0fbdb33e4d8d59df44d7aabf9b9228fbee6abb5dfa07c60138b", + "blocking_clients.py": "4874e6911c8b1253890a8c201407e160761aa6b10c4b6c701591f309bd505617", + "results.py": "82b799967168818d0e0e82525d4fe5eb918d0f5e1d7562ddf5ba6139c124cb47", + "workloads.py": "daa650fda5203d6440323c17a34967ba4a59b67024ce4a150109d7f85aee9457" + }, + "order": "canonical groups shuffled; natural/official adjacent with alternating AB/BA across rounds", + "scope": "Only response-read parameters change; server, scheduling, upload chunks, runtime and TLS unchanged", + "official_scope": "Official streaming settings applied at both payload sizes; upstream normally fully consumes small responses" + } +} diff --git a/bench/data/short/20261003T233320Z-91f1956-read-profiles.md b/bench/data/short/20261003T233320Z-91f1956-read-profiles.md new file mode 100644 index 00000000..19bd2ea1 --- /dev/null +++ b/bench/data/short/20261003T233320Z-91f1956-read-profiles.md @@ -0,0 +1,141 @@ +# Official streaming-read configuration: short paired experiment + +Only async clients are measured. Full/Stream describe uploads; all responses are streamed to EOF. + +This is our Rust TLS echo benchmark with selected upstream streaming-read settings, not the original upstream benchmark. The upstream benchmark fully consumes small responses, which is deliberately not changed here. + +Natural and official variants are adjacent and alternate order across rounds. Three short rounds are not confidence intervals or a stable universal ranking. CPU and IO can be shared with other programs. + +Measured revision: [91f1956f13ec](https://github.com/0x676e67/wreq-python/commit/91f1956f13ecf18325c85e2471349620c36ca9bd). Collected 2026-10-03 23:35 UTC. + +**Local measurement: the source checkout had uncommitted changes.** + +[Download this build's raw JSON](20261003T233320Z-91f1956-read-profiles.json). + +### Measurement environment + +| Item | Value | +| --- | --- | +| Python | CPython 3.14.6 (main, Jul 23 2026, 14:45:24) [Clang 22.1.3 ] | +| OS | Linux-6.18.33.2-microsoft-standard-WSL2-x86_64-with-glibc2.39 | +| Architecture | x86_64 | +| CPU | AMD Ryzen 9 9950X 16-Core Processor; 32 logical CPUs | +| Python event loop | asyncio | +| Server | Controlled Rust TLS echo server; 4 workers | +| TLS | TLS 1.3; certificate verification disabled for the local test server | +| Repeats | Rounds: 3; timed batches/round: 1; requests/batch: 100; warm-up batches/round: 1 | +| Stream upload chunk | Varies by payload; see body cases below | + +### Body cases + +Each payload is tested with the recorded upload modes at every recorded concurrency. + +| Upload / echo payload | Stream upload chunk | +| --- | --- | +| 10 KiB | 10 KiB | +| 4 MiB | 256 KiB | + +### Client versions and runtimes + +| Client | API | Package | Version | Runtime | Protocols | Uploads | +| --- | --- | --- | --- | --- | --- | --- | +| wreq (default) | async | wreq | 0.12.3 | Library default | HTTP/1.1, HTTP/2 | Full, Stream | +| wreq (1 thread) | async | wreq | 0.12.3 | Custom: workers=1, work_steal=False | HTTP/1.1, HTTP/2 | Full, Stream | +| pyreqwest ST (natural) | async | pyreqwest | 0.14.0 | Single-thread runtime | HTTP/1.1, HTTP/2 | Full, Stream | +| pyreqwest MT (natural) | async | pyreqwest | 0.14.0 | Multi-thread runtime | HTTP/1.1, HTTP/2 | Full, Stream | +| ry (natural) | async | ry | 0.0.101 | Library default | HTTP/1.1, HTTP/2 | Full, Stream | +| pyreqwest ST (official read) | async | pyreqwest | 0.14.0 | Single-thread runtime | HTTP/1.1, HTTP/2 | Full, Stream | +| pyreqwest MT (official read) | async | pyreqwest | 0.14.0 | Multi-thread runtime | HTTP/1.1, HTTP/2 | Full, Stream | +| ry (official read) | async | ry | 0.0.101 | Library default | HTTP/1.1, HTTP/2 | Full, Stream | + +
+Adapter settings + +| Client | Response consumption | Connection pool | +| --- | --- | --- | +| wreq (default) | stream(): unchanged wreq native chunks | {"kind": "library default"} | +| wreq (1 thread) | stream(): unchanged wreq native chunks | {"kind": "library default"} | +| pyreqwest ST (natural) | buffer_limit=0; read_chunk() to EOF | {"kind": "library default"} | +| pyreqwest MT (natural) | buffer_limit=0; read_chunk() to EOF | {"kind": "library default"} | +| ry (natural) | stream(): native chunks | {"kind": "library default"} | +| pyreqwest ST (official read) | buffer_limit=131072; read(65536) to EOF | {"kind": "library default"} | +| pyreqwest MT (official read) | buffer_limit=131072; read(65536) to EOF | {"kind": "library default"} | +| ry (official read) | stream(65536): minimum returned chunk target; may exceed it | {"kind": "library default"} | + +
+ +### Throughput comparison + +All cells are requests per second (RPS). Each value is total measured requests divided by total measured time across all rounds, not the fastest round. The JSON also includes individual timings, per-round results, response-payload MB/s, and native artifact SHA-256 hashes. + +### Asynchronous clients + +N/A means that this client API does not support that protocol or upload mode; it is not a failed or zero-throughput result. + +#### HTTP/1.1 — Full upload + +Unit: **requests/s (RPS, requests per second)**. Higher is better. + +| Upload / echo payload | Concurrency | wreq (default) | wreq (1 thread) | pyreqwest ST (natural) | pyreqwest MT (natural) | ry (natural) | pyreqwest ST (official read) | pyreqwest MT (official read) | ry (official read) | +| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | +| 10 KiB | 10 | 24,084.8 | 24,337.6 | 4,384.7 | 6,921.9 | 2,515.4 | 6,463.3 | 6,963.2 | 2,399.7 | +| 4 MiB | 10 | 804.8 | 331.1 | 316.2 | 889.8 | 549.4 | 319.3 | 879.4 | 542.5 | + +#### HTTP/1.1 — Stream upload + +Unit: **requests/s (RPS, requests per second)**. Higher is better. + +| Upload / echo payload | Concurrency | wreq (default) | wreq (1 thread) | pyreqwest ST (natural) | pyreqwest MT (natural) | ry (natural) | pyreqwest ST (official read) | pyreqwest MT (official read) | ry (official read) | +| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | +| 10 KiB | 10 | 14,819.0 | 12,561.3 | 2,445.0 | 2,860.7 | 1,454.1 | 3,117.1 | 2,835.8 | 1,444.9 | +| 4 MiB | 10 | 819.3 | 233.1 | 189.3 | 359.2 | 248.6 | 194.2 | 361.4 | 246.7 | + +#### HTTP/2 — Full upload + +Unit: **requests/s (RPS, requests per second)**. Higher is better. + +| Upload / echo payload | Concurrency | wreq (default) | wreq (1 thread) | pyreqwest ST (natural) | pyreqwest MT (natural) | ry (natural) | pyreqwest ST (official read) | pyreqwest MT (official read) | ry (official read) | +| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | +| 10 KiB | 10 | 11,949.4 | 17,460.9 | 4,374.7 | 6,453.9 | 2,556.7 | 5,767.1 | 6,500.9 | 2,433.9 | +| 4 MiB | 10 | 162.7 | 205.2 | 66.4 | 81.7 | 33.9 | 204.3 | 181.1 | 125.9 | + +#### HTTP/2 — Stream upload + +Unit: **requests/s (RPS, requests per second)**. Higher is better. + +| Upload / echo payload | Concurrency | wreq (default) | wreq (1 thread) | pyreqwest ST (natural) | pyreqwest MT (natural) | ry (natural) | pyreqwest ST (official read) | pyreqwest MT (official read) | ry (official read) | +| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | +| 10 KiB | 10 | 10,002.7 | 10,398.1 | 2,427.7 | 2,912.7 | 1,479.1 | 3,030.7 | 2,910.1 | 1,474.8 | +| 4 MiB | 10 | 154.8 | 205.4 | 59.3 | 72.4 | 31.6 | 141.2 | 165.8 | 101.6 | + + +## Paired read-policy effect + +Official / natural is the ratio of aggregate RPS for the same client and workload. Round ratios correspond to the three recorded round pairs; CV describes variation, not statistical significance. + +| Protocol / upload / payload / concurrency | Client | Natural RPS | Official-read RPS | Official / natural | Round ratios | Natural CV | Official CV | +| --- | --- | ---: | ---: | ---: | --- | ---: | ---: | +| H1 / Full / 10 KiB / 10 | pyreqwest_st | 4,384.7 | 6,463.3 | 1.474x | 1.478x, 1.446x, 1.499x | 1.42% | 1.84% | +| H1 / Full / 10 KiB / 10 | pyreqwest_mt | 6,921.9 | 6,963.2 | 1.006x | 0.961x, 1.020x, 1.040x | 0.65% | 2.78% | +| H1 / Full / 10 KiB / 10 | ry | 2,515.4 | 2,399.7 | 0.954x | 0.979x, 0.984x, 0.903x | 0.62% | 3.72% | +| H1 / Full / 4 MiB / 10 | pyreqwest_st | 316.2 | 319.3 | 1.010x | 1.070x, 0.929x, 1.041x | 1.09% | 5.03% | +| H1 / Full / 4 MiB / 10 | pyreqwest_mt | 889.8 | 879.4 | 0.988x | 0.953x, 0.994x, 1.017x | 3.64% | 1.32% | +| H1 / Full / 4 MiB / 10 | ry | 549.4 | 542.5 | 0.988x | 0.961x, 1.025x, 0.980x | 2.06% | 4.41% | +| H1 / Stream / 10 KiB / 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Full/Stream refer to uploads. TLS 1.3, verification disabled, same frozen 91f1956 client/server environment as the paired read-profile experiment. + +Counts are public body read/iterator calls, not network packets, Rust polls, event-loop suspensions or thread switches. Each response has one additional call to observe EOF. Returned chunk sizes can change under instrumentation and scheduling; these are not the exact counts from the prior throughput run. No throughput is measured here. + +[Raw request-by-request JSON](20261004T000134Z-91f1956-chunk-counts.json) + +## H1 — Full upload + +| Client | Responses | Mean data chunks | Min–max chunks | Mean bytes/chunk (KiB) | Most common sizes (bytes: count) | +| --- | ---: | ---: | ---: | ---: | --- | +| wreq | 30 | 257.00 | 257–257 | 15.94 | 16384: 7650; 16303: 30; 81: 30 | +| wreq_st | 30 | 257.00 | 257–257 | 15.94 | 16384: 7650; 16303: 30; 81: 30 | +| pyreqwest_st | 30 | 11.00 | 11–11 | 372.36 | 417792: 270; 417711: 29; 16465: 29; 393135: 1 | +| pyreqwest_mt | 30 | 12.90 | 11–30 | 317.52 | 417792: 217; 262144: 18; 98304: 17; 417711: 14 | +| ry | 30 | 11.23 | 11–14 | 364.63 | 417792: 258; 417711: 18; 16465: 17; 172113: 4 | +| pyreqwest_st_official | 30 | 64.00 | 64–64 | 64.00 | 65536: 1920 | +| pyreqwest_mt_official | 30 | 64.00 | 64–64 | 64.00 | 65536: 1920 | +| ry_official | 30 | 14.30 | 10–42 | 286.43 | 417792: 198; 98304: 80; 212992: 16; 417711: 12 | + +## H1 — Stream upload + +| Client | Responses | Mean data chunks | Min–max chunks | Mean bytes/chunk (KiB) | Most common sizes (bytes: count) | +| --- | ---: | ---: | ---: | ---: | --- | +| wreq | 30 | 257.00 | 257–257 | 15.94 | 16384: 7650; 16303: 30; 81: 30 | +| wreq_st | 30 | 257.00 | 257–257 | 15.94 | 16384: 7650; 16303: 30; 81: 30 | +| pyreqwest_st | 30 | 11.07 | 11–13 | 370.12 | 417792: 264; 417711: 28; 16465: 28; 360448: 3 | +| pyreqwest_mt | 30 | 11.47 | 11–20 | 357.21 | 417792: 251; 417711: 16; 212992: 15; 16465: 12 | +| ry | 30 | 11.43 | 11–16 | 358.25 | 417792: 252; 417711: 17; 16465: 15; 262144: 9 | +| pyreqwest_st_official | 30 | 64.00 | 64–64 | 64.00 | 65536: 1920 | +| pyreqwest_mt_official | 30 | 64.00 | 64–64 | 64.00 | 65536: 1920 | +| ry_official | 30 | 12.33 | 11–40 | 332.11 | 417792: 245; 98304: 31; 130991: 11; 262144: 10 | + +## H2 — Full upload + +| Client | Responses | Mean data chunks | Min–max chunks | Mean bytes/chunk (KiB) | Most common sizes (bytes: count) | +| --- | ---: | ---: | ---: | ---: | --- | +| wreq | 30 | 256.77 | 256–260 | 15.95 | 16384: 7659; 1: 19; 16383: 15; 16382: 4 | +| wreq_st | 30 | 256.63 | 256–258 | 15.96 | 16384: 7663; 1: 17; 16383: 13; 16382: 4 | +| pyreqwest_st | 30 | 259.07 | 257–263 | 15.81 | 16384: 7597; 1: 38; 16383: 35; 2: 20 | +| pyreqwest_mt | 30 | 261.33 | 256–266 | 15.67 | 16384: 7546; 1: 113; 16383: 76; 16382: 28 | +| ry | 30 | 261.20 | 258–265 | 15.68 | 16384: 7556; 1: 96; 16383: 72; 16382: 24 | +| pyreqwest_st_official | 30 | 64.00 | 64–64 | 64.00 | 65536: 1920 | +| pyreqwest_mt_official | 30 | 64.00 | 64–64 | 64.00 | 65536: 1920 | +| ry_official | 30 | 63.87 | 63–64 | 64.13 | 65536: 1717; 65537: 81; 81919: 39; 81918: 19 | + +## H2 — Stream upload + +| Client | Responses | Mean data chunks | Min–max chunks | Mean bytes/chunk (KiB) | Most common sizes (bytes: count) | +| --- | ---: | ---: | ---: | ---: | --- | +| wreq | 30 | 256.97 | 256–260 | 15.94 | 16384: 7654; 1: 23; 16383: 20; 9: 2 | +| wreq_st | 30 | 257.00 | 256–260 | 15.94 | 16384: 7652; 1: 22; 16383: 15; 16380: 5 | +| pyreqwest_st | 30 | 259.37 | 257–264 | 15.79 | 16384: 7598; 1: 54; 16383: 45; 2: 30 | +| pyreqwest_mt | 30 | 260.37 | 257–264 | 15.73 | 16384: 7558; 1: 83; 16383: 79; 2: 10 | +| ry | 30 | 259.87 | 257–264 | 15.76 | 16384: 7592; 1: 63; 16383: 28; 16382: 16 | +| pyreqwest_st_official | 30 | 64.00 | 64–64 | 64.00 | 65536: 1920 | +| pyreqwest_mt_official | 30 | 64.00 | 64–64 | 64.00 | 65536: 1920 | +| ry_official | 30 | 63.87 | 63–64 | 64.13 | 65536: 1742; 65537: 58; 81919: 37; 65538: 15 | diff --git a/bench/data/smoke/20261003233010-91f1956-read-profiles-smoke.json b/bench/data/smoke/20261003233010-91f1956-read-profiles-smoke.json new file mode 100644 index 00000000..eab3c9cc --- /dev/null +++ b/bench/data/smoke/20261003233010-91f1956-read-profiles-smoke.json @@ -0,0 +1,2649 @@ +{ + "schema_version": 1, + "generated_at": "2026-10-03T23:30:19.920722+00:00", + "source": { + "repository": "https://github.com/0x676e67/wreq-python.git", + "commit": "91f1956f13ecf18325c85e2471349620c36ca9bd", + "dirty": true + }, + "environment": { + "python": "3.14.6 (main, Jul 23 2026, 14:45:24) [Clang 22.1.3 ]", + "implementation": "CPython", + "platform": "Linux-6.18.33.2-microsoft-standard-WSL2-x86_64-with-glibc2.39", + "machine": "x86_64", + "cpu": "AMD Ryzen 9 9950X 16-Core Processor", + "cpu_count": 32, + "event_loop": "asyncio", + "affinity": [ + 0, + 1, + 2, + 3, + 4, + 5, + 6, + 7, + 8, + 9, + 10, + 11, + 12, + 13, + 14, + 15, + 16, + 17, + 18, + 19, + 20, + 21, + 22, + 23, + 24, + 25, + 26, + 27, + 28, + 29, + 30, + 31 + ], + "load_average": [ + 0.0, + 0.0, + 0.0 + ] + }, + "configuration": { + "clients": [ + "wreq", + "wreq_st", + "pyreqwest_st", + "pyreqwest_mt", + "ry", + "pyreqwest_st_official", + "pyreqwest_mt_official", + "ry_official" + ], + "protocols": [ + "h1", + "h2" + ], + "payload_bytes": [ + 10240, + 4194304 + ], + "concurrency": [ + 2 + ], + "body_kinds": [ + "full", + "stream" + ], + "rounds": 1, + "warmup": 0, + "samples": 1, + "requests": 2, + "stream_chunk_bytes": 65536, + "stream_chunk_bytes_by_payload": { + "10240": 10240, + "4194304": 262144 + }, + "server_workers": 4, + "seed": 160130, + "case_timeout": 30, + "tls_version": "1.3", + "tls_verification": false, + "response_consumption": "streamed chunks to EOF; adapter read sizes recorded per client", + "throughput_unit": "MB/s (decimal, response payload only)", + "timing": "upload and complete streamed response consumption; preparation excluded", + "concurrency_model": "evenly preallocated closed-loop workers", + "client_scope": { + "async": "one shared client per case", + "blocking": "one client per logical worker; persistent thread pool per case" + } + }, + "clients": { + "wreq": { + "package": "wreq", + "version": "0.12.3", + "runtime": { + "kind": "default" + }, + "native": [ + { + "module": "wreq.wreq", + "path": "/home/gngpp/.cache/wreq-python/bench-16/source-91f1956/python/wreq/wreq.abi3.so", + "sha256": 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Successful client validation does not mean server zero errors." + }, + "non_timing_storage_changes": "Frozen old timing code. Only final publication uses write_atomic(overwrite=False); entire timing/adapters/workloads source compared against the old snapshot.", + "controlled_comparison": { + "all_peer_versions_and_native_files_equal": true, + "peer_distribution_count": 32, + "frozen_harness_sha256": { + "benchmark.py": "36c1c053120da4af73622bbadd4c4c08096f478c3f75d94147ee20dfbfa54419", + "clients.py": "edde2911328ca169a0e468a330847c6c92a47cd5b9b240c4304b56e9c81e991e", + "async_clients.py": "371a6d486e07a0fbdb33e4d8d59df44d7aabf9b9228fbee6abb5dfa07c60138b", + "blocking_clients.py": "4874e6911c8b1253890a8c201407e160761aa6b10c4b6c701591f309bd505617", + "results.py": "da5f18062de91404a6ec2219509a7fd553a242f9f9076a385d09055adbb6423f", + "workloads.py": "daa650fda5203d6440323c17a34967ba4a59b67024ce4a150109d7f85aee9457" + }, + "timing_source_text_equal": true, + "allowed_differences": { + "benchmark.py": "Only final write_atomic call adds overwrite=False, after all cases and aggregation.", + "results.py": "Only the final write_atomic function changes; all aggregation and validation source is identical." + } + } +} diff --git a/bench/data/smoke/20261003T185917Z-91f1956f13ec-smoke-stderr.log b/bench/data/smoke/20261003T185917Z-91f1956f13ec-smoke-stderr.log new file mode 100644 index 00000000..3a71d53c --- /dev/null +++ b/bench/data/smoke/20261003T185917Z-91f1956f13ec-smoke-stderr.log @@ -0,0 +1,27 @@ +connection error: connection error +connection error: connection error +connection error: connection error +connection error: connection error +connection error: connection error +connection error: connection error +connection error: connection error +connection error: connection error +connection error: connection error +connection error: connection error +connection error: connection error +connection error: connection error +connection error: connection error +connection error: connection error +connection error: connection error +connection error: connection error +connection error: connection error +connection error: connection error +connection error: connection error +connection error: connection error +connection error: connection error +connection error: connection error +connection error: connection error +connection error: connection error +connection error: connection error +connection error: connection error +connection error: connection error diff --git a/bench/data/smoke/20261003T185917Z-91f1956f13ec-smoke-stdout.log b/bench/data/smoke/20261003T185917Z-91f1956f13ec-smoke-stdout.log new file mode 100644 index 00000000..83d71732 --- /dev/null +++ b/bench/data/smoke/20261003T185917Z-91f1956f13ec-smoke-stdout.log @@ -0,0 +1,421 @@ +h1 full pycurl 131072 B c= 2 round=1/1 2954.4 req/s +h1 stream wreq_blocking 4194304 B c= 2 round=1/1 134.1 req/s +h1 full pyreqwest_mt 65536 B c= 2 round=1/1 797.7 req/s +h1 full pyreqwest_st 10240 B c= 2 round=1/1 3541.2 req/s +h1 stream ry_blocking 1048576 B c= 2 round=1/1 449.7 req/s +h1 full curl_cffi_blocking 1048576 B c= 2 round=1/1 651.7 req/s +h1 stream pyreqwest_st 4194304 B c= 2 round=1/1 175.7 req/s +h1 full httpx_blocking 10240 B c= 2 round=1/1 1809.6 req/s +h1 stream wreq 1048576 B c= 2 round=1/1 495.4 req/s +h1 stream niquests 1048576 B c= 2 round=1/1 386.1 req/s +h1 full niquests 1048576 B c= 2 round=1/1 389.1 req/s +h1 full curl_cffi_blocking 65536 B c= 2 round=1/1 1780.7 req/s +h1 stream wreq_st 131072 B c= 2 round=1/1 1627.3 req/s +h1 full pycurl 65536 B c= 2 round=1/1 4916.1 req/s +h1 full ry_blocking 10240 B c= 2 round=1/1 2271.4 req/s +h1 stream curl_cffi_blocking 1024 B c= 2 round=1/1 1607.3 req/s +h1 full curl_cffi_blocking 2097152 B c= 2 round=1/1 439.1 req/s +h1 stream pyreqwest_mt 131072 B c= 2 round=1/1 848.0 req/s +h1 full wreq_st 1024 B c= 2 round=1/1 3882.7 req/s +h1 full wreq_st 1048576 B c= 2 round=1/1 775.5 req/s +h1 full niquests 10240 B c= 2 round=1/1 961.7 req/s +h1 full wreq_blocking 65536 B c= 2 round=1/1 3031.2 req/s +h1 full niquests 131072 B c= 2 round=1/1 936.7 req/s +h1 stream niquests 131072 B c= 2 round=1/1 928.2 req/s +h1 stream aiohttp 1024 B c= 2 round=1/1 2189.1 req/s +h1 full curl_cffi 4194304 B c= 2 round=1/1 153.6 req/s +h1 full pyreqwest_st 65536 B c= 2 round=1/1 2927.2 req/s +h1 stream curl_cffi 131072 B c= 2 round=1/1 1270.2 req/s +h1 stream niquests_blocking 131072 B c= 2 round=1/1 685.7 req/s +h1 full curl_cffi 10240 B c= 2 round=1/1 2938.4 req/s +h1 stream requests 1048576 B c= 2 round=1/1 177.7 req/s +h1 full ry 4194304 B c= 2 round=1/1 184.6 req/s +h1 full httpx_blocking 131072 B c= 2 round=1/1 1032.2 req/s +h1 full aiohttp 131072 B c= 2 round=1/1 2019.3 req/s +h1 stream wreq_st 10240 B c= 2 round=1/1 3342.1 req/s +h1 stream aiohttp 65536 B c= 2 round=1/1 2043.1 req/s +h1 stream aiohttp 1048576 B c= 2 round=1/1 759.0 req/s +h1 stream wreq_blocking 131072 B c= 2 round=1/1 1458.1 req/s +h1 full pyreqwest_st 2097152 B c= 2 round=1/1 436.8 req/s +h1 full requests 10240 B c= 2 round=1/1 1418.8 req/s +h1 stream httpx 4194304 B c= 2 round=1/1 133.9 req/s +h1 stream niquests 10240 B c= 2 round=1/1 1095.5 req/s +h1 full curl_cffi 131072 B c= 2 round=1/1 1790.2 req/s +h1 stream httpx 131072 B c= 2 round=1/1 775.5 req/s +h1 full httpx_blocking 1024 B c= 2 round=1/1 1899.6 req/s +h1 stream wreq_blocking 10240 B c= 2 round=1/1 2135.8 req/s +h1 stream niquests_blocking 1024 B c= 2 round=1/1 1432.4 req/s +h1 full ry 1048576 B c= 2 round=1/1 449.9 req/s +h1 full curl_cffi 1048576 B c= 2 round=1/1 564.9 req/s +h1 full aiohttp 1048576 B c= 2 round=1/1 617.3 req/s +h1 full httpx 4194304 B c= 2 round=1/1 102.1 req/s +h1 stream pycurl 65536 B c= 2 round=1/1 2810.5 req/s +h1 full httpx 65536 B c= 2 round=1/1 900.9 req/s +h1 full wreq_st 10240 B c= 2 round=1/1 2941.0 req/s +h1 full pyreqwest_mt 131072 B c= 2 round=1/1 1599.5 req/s +h1 full wreq_st 65536 B c= 2 round=1/1 2216.4 req/s +h1 full niquests 1024 B c= 2 round=1/1 1184.9 req/s +h1 stream wreq_st 1048576 B c= 2 round=1/1 550.7 req/s +h1 full wreq_blocking 1024 B c= 2 round=1/1 3009.5 req/s +h1 stream ry_blocking 4194304 B c= 2 round=1/1 302.9 req/s +h1 full pyreqwest_mt 10240 B c= 2 round=1/1 1681.4 req/s +h1 full wreq_st 4194304 B c= 2 round=1/1 231.2 req/s +h1 stream pycurl 131072 B c= 2 round=1/1 2549.9 req/s +h1 stream requests 65536 B c= 2 round=1/1 768.7 req/s +h1 stream httpx_blocking 4194304 B c= 2 round=1/1 148.2 req/s +h1 full ry 2097152 B c= 2 round=1/1 347.3 req/s +h1 full aiohttp 10240 B c= 2 round=1/1 2450.8 req/s +h1 stream pycurl 1048576 B c= 2 round=1/1 951.9 req/s +h1 stream pyreqwest_st 131072 B c= 2 round=1/1 1184.6 req/s +h1 stream pyreqwest_st 2097152 B c= 2 round=1/1 295.8 req/s +h1 stream niquests 65536 B c= 2 round=1/1 970.2 req/s +h1 full requests 131072 B c= 2 round=1/1 814.9 req/s +h1 stream curl_cffi_blocking 65536 B c= 2 round=1/1 1466.9 req/s +h1 full ry 65536 B c= 2 round=1/1 1903.2 req/s +h1 stream ry 4194304 B c= 2 round=1/1 186.7 req/s +h1 stream requests 1024 B c= 2 round=1/1 1281.8 req/s +h1 full pycurl 10240 B c= 2 round=1/1 5914.4 req/s +h1 stream curl_cffi_blocking 131072 B c= 2 round=1/1 1676.4 req/s +h1 stream wreq_st 1024 B c= 2 round=1/1 3021.4 req/s +h1 full httpx 1024 B c= 2 round=1/1 1118.0 req/s +h1 stream wreq_st 65536 B c= 2 round=1/1 2281.4 req/s +h1 stream ry_blocking 65536 B c= 2 round=1/1 3658.8 req/s +h1 stream curl_cffi 65536 B c= 2 round=1/1 1386.1 req/s +h1 full pyreqwest_st 4194304 B c= 2 round=1/1 232.4 req/s +h1 full pyreqwest_mt 2097152 B c= 2 round=1/1 393.8 req/s +h1 stream aiohttp 4194304 B c= 2 round=1/1 301.4 req/s +h1 full curl_cffi 65536 B c= 2 round=1/1 2443.3 req/s +h1 stream niquests 4194304 B c= 2 round=1/1 182.9 req/s +h1 full requests 2097152 B c= 2 round=1/1 104.3 req/s +h1 full pyreqwest_mt 1048576 B c= 2 round=1/1 659.3 req/s +h1 full ry 10240 B c= 2 round=1/1 2142.1 req/s +h1 stream curl_cffi 1048576 B c= 2 round=1/1 351.6 req/s +h1 stream wreq_st 2097152 B c= 2 round=1/1 353.0 req/s +h1 full aiohttp 65536 B c= 2 round=1/1 2158.6 req/s +h1 full pyreqwest_st 131072 B c= 2 round=1/1 2314.8 req/s +h1 full ry_blocking 4194304 B c= 2 round=1/1 306.4 req/s +h1 full ry_blocking 1048576 B c= 2 round=1/1 1061.1 req/s +h1 stream wreq_blocking 2097152 B c= 2 round=1/1 268.8 req/s +h1 stream httpx 1048576 B c= 2 round=1/1 272.3 req/s +h1 stream wreq 2097152 B c= 2 round=1/1 382.1 req/s +h1 stream pycurl 10240 B c= 2 round=1/1 4808.8 req/s +h1 stream curl_cffi_blocking 1048576 B c= 2 round=1/1 619.3 req/s +h1 stream niquests_blocking 4194304 B c= 2 round=1/1 50.2 req/s +h1 full wreq_blocking 131072 B c= 2 round=1/1 2031.4 req/s +h1 full httpx 2097152 B c= 2 round=1/1 255.7 req/s +h1 full curl_cffi 1024 B c= 2 round=1/1 2695.9 req/s +h1 stream wreq_blocking 1024 B c= 2 round=1/1 2707.4 req/s +h1 stream httpx_blocking 2097152 B c= 2 round=1/1 217.0 req/s +h1 full wreq 2097152 B c= 2 round=1/1 298.0 req/s +h1 stream requests 131072 B c= 2 round=1/1 768.7 req/s +h1 stream niquests 1024 B c= 2 round=1/1 1173.0 req/s +h1 stream curl_cffi 1024 B c= 2 round=1/1 2277.6 req/s +h1 stream niquests_blocking 65536 B c= 2 round=1/1 965.6 req/s +h1 stream aiohttp 10240 B c= 2 round=1/1 2500.3 req/s +h1 full niquests_blocking 131072 B c= 2 round=1/1 875.1 req/s +h1 full httpx_blocking 65536 B c= 2 round=1/1 1417.8 req/s +h1 full requests 1048576 B c= 2 round=1/1 241.1 req/s +h1 stream wreq 65536 B c= 2 round=1/1 1639.2 req/s +h1 full httpx 10240 B c= 2 round=1/1 1145.8 req/s +h1 full wreq 4194304 B c= 2 round=1/1 214.6 req/s +h1 stream niquests 2097152 B c= 2 round=1/1 316.6 req/s +h1 stream httpx 10240 B c= 2 round=1/1 997.2 req/s +h1 full aiohttp 2097152 B c= 2 round=1/1 369.2 req/s +h1 stream curl_cffi_blocking 2097152 B c= 2 round=1/1 382.0 req/s +h1 stream requests 4194304 B c= 2 round=1/1 102.7 req/s +h1 stream pycurl 1024 B c= 2 round=1/1 4493.3 req/s +h1 stream ry_blocking 131072 B c= 2 round=1/1 2970.4 req/s +h1 full niquests_blocking 65536 B c= 2 round=1/1 1026.9 req/s +h1 stream ry 1048576 B c= 2 round=1/1 288.4 req/s +h1 full wreq 1024 B c= 2 round=1/1 4168.0 req/s +h1 full wreq_blocking 10240 B c= 2 round=1/1 3407.3 req/s +h1 stream pyreqwest_mt 65536 B c= 2 round=1/1 1246.7 req/s +h1 stream wreq_st 4194304 B c= 2 round=1/1 208.1 req/s +h1 full pyreqwest_st 1024 B c= 2 round=1/1 4525.8 req/s +h1 stream niquests_blocking 1048576 B c= 2 round=1/1 172.3 req/s +h1 full pycurl 4194304 B c= 2 round=1/1 307.2 req/s +h1 full pycurl 1048576 B c= 2 round=1/1 1178.3 req/s +h1 full pycurl 1024 B c= 2 round=1/1 7377.8 req/s +h1 full wreq 131072 B c= 2 round=1/1 2163.0 req/s +h1 stream wreq 4194304 B c= 2 round=1/1 199.1 req/s +h1 full requests 4194304 B c= 2 round=1/1 76.5 req/s +h1 full wreq_blocking 1048576 B c= 2 round=1/1 698.0 req/s +h1 full pyreqwest_st 1048576 B c= 2 round=1/1 688.1 req/s +h1 full aiohttp 4194304 B c= 2 round=1/1 169.8 req/s +h1 stream httpx 65536 B c= 2 round=1/1 868.9 req/s +h1 stream wreq_blocking 1048576 B c= 2 round=1/1 562.4 req/s +h1 stream requests 10240 B c= 2 round=1/1 1485.4 req/s +h1 full curl_cffi_blocking 10240 B c= 2 round=1/1 2222.4 req/s +h1 full ry 131072 B c= 2 round=1/1 1238.7 req/s +h1 full ry_blocking 65536 B c= 2 round=1/1 4008.4 req/s +h1 stream requests 2097152 B c= 2 round=1/1 101.9 req/s +h1 stream pycurl 2097152 B c= 2 round=1/1 637.0 req/s +h1 full ry_blocking 1024 B c= 2 round=1/1 5057.8 req/s +h1 full niquests_blocking 1048576 B c= 2 round=1/1 205.3 req/s +h1 full httpx 131072 B c= 2 round=1/1 538.2 req/s +h1 full niquests_blocking 1024 B c= 2 round=1/1 1566.3 req/s +h1 full httpx 1048576 B c= 2 round=1/1 446.3 req/s +h1 full aiohttp 1024 B c= 2 round=1/1 2708.1 req/s +h1 full curl_cffi_blocking 4194304 B c= 2 round=1/1 270.5 req/s +h1 full niquests 65536 B c= 2 round=1/1 1091.7 req/s +h1 stream curl_cffi 10240 B c= 2 round=1/1 2226.7 req/s +h1 full httpx_blocking 1048576 B c= 2 round=1/1 290.9 req/s +h1 stream ry_blocking 1024 B c= 2 round=1/1 4548.0 req/s +h1 full wreq 10240 B c= 2 round=1/1 4358.6 req/s +h1 stream wreq 131072 B c= 2 round=1/1 1774.3 req/s +h1 stream httpx_blocking 1048576 B c= 2 round=1/1 283.9 req/s +h1 stream httpx 2097152 B c= 2 round=1/1 267.1 req/s +h1 stream ry 2097152 B c= 2 round=1/1 253.2 req/s +h1 stream ry 65536 B c= 2 round=1/1 740.5 req/s +h1 full httpx_blocking 4194304 B c= 2 round=1/1 79.1 req/s +h1 stream wreq 1024 B c= 2 round=1/1 3267.4 req/s +h1 stream ry 10240 B c= 2 round=1/1 1020.4 req/s +h1 stream ry_blocking 2097152 B c= 2 round=1/1 659.3 req/s +h1 stream niquests_blocking 10240 B c= 2 round=1/1 1556.5 req/s +h1 stream pycurl 4194304 B c= 2 round=1/1 282.7 req/s +h1 full pycurl 2097152 B c= 2 round=1/1 704.4 req/s +h1 full pyreqwest_mt 4194304 B c= 2 round=1/1 234.8 req/s +h1 full httpx_blocking 2097152 B c= 2 round=1/1 227.4 req/s +h1 stream wreq_blocking 65536 B c= 2 round=1/1 1724.4 req/s +h1 stream niquests_blocking 2097152 B c= 2 round=1/1 130.5 req/s +h1 stream ry_blocking 10240 B c= 2 round=1/1 4536.4 req/s +h1 stream pyreqwest_st 10240 B c= 2 round=1/1 1980.8 req/s +h1 full curl_cffi_blocking 131072 B c= 2 round=1/1 2471.9 req/s +h1 full wreq 1048576 B c= 2 round=1/1 614.4 req/s +h1 full requests 1024 B c= 2 round=1/1 1540.1 req/s +h1 stream pyreqwest_mt 1048576 B c= 2 round=1/1 334.6 req/s +h1 full curl_cffi_blocking 1024 B c= 2 round=1/1 1596.3 req/s +h1 stream httpx_blocking 65536 B c= 2 round=1/1 1122.8 req/s +h1 stream aiohttp 2097152 B c= 2 round=1/1 519.3 req/s +h1 full requests 65536 B c= 2 round=1/1 1009.0 req/s +h1 full wreq_st 2097152 B c= 2 round=1/1 447.8 req/s +h1 full niquests_blocking 2097152 B c= 2 round=1/1 107.3 req/s +h1 stream httpx_blocking 1024 B c= 2 round=1/1 1500.5 req/s +h1 stream curl_cffi 2097152 B c= 2 round=1/1 225.9 req/s +h1 full wreq_blocking 2097152 B c= 2 round=1/1 388.6 req/s +h1 stream httpx_blocking 10240 B c= 2 round=1/1 1797.3 req/s +h1 full wreq 65536 B c= 2 round=1/1 2670.3 req/s +h1 stream aiohttp 131072 B c= 2 round=1/1 2173.9 req/s +h1 stream pyreqwest_st 65536 B c= 2 round=1/1 1179.1 req/s +h1 full niquests 2097152 B c= 2 round=1/1 334.5 req/s +h1 full pyreqwest_mt 1024 B c= 2 round=1/1 4690.5 req/s +h1 full curl_cffi 2097152 B c= 2 round=1/1 319.3 req/s +h1 stream pyreqwest_mt 1024 B c= 2 round=1/1 2264.9 req/s +h1 stream curl_cffi_blocking 4194304 B c= 2 round=1/1 235.5 req/s +h1 full wreq_blocking 4194304 B c= 2 round=1/1 153.9 req/s +h1 stream ry 1024 B c= 2 round=1/1 1357.5 req/s +h1 full niquests 4194304 B c= 2 round=1/1 145.2 req/s +h1 full wreq_st 131072 B c= 2 round=1/1 2067.2 req/s +h1 stream pyreqwest_mt 10240 B c= 2 round=1/1 1435.5 req/s +h1 full niquests_blocking 10240 B c= 2 round=1/1 1622.0 req/s +h1 stream pyreqwest_mt 2097152 B c= 2 round=1/1 311.4 req/s +h1 full ry 1024 B c= 2 round=1/1 2142.0 req/s +h1 stream httpx_blocking 131072 B c= 2 round=1/1 773.0 req/s +h1 stream curl_cffi_blocking 10240 B c= 2 round=1/1 1484.5 req/s +h1 stream wreq 10240 B c= 2 round=1/1 3951.5 req/s +h1 full ry_blocking 131072 B c= 2 round=1/1 2005.1 req/s +h1 full niquests_blocking 4194304 B c= 2 round=1/1 61.5 req/s +h1 full ry_blocking 2097152 B c= 2 round=1/1 505.2 req/s +h1 stream pyreqwest_mt 4194304 B c= 2 round=1/1 224.5 req/s +h1 stream httpx 1024 B c= 2 round=1/1 1029.6 req/s +h1 stream ry 131072 B c= 2 round=1/1 694.0 req/s +h1 stream pyreqwest_st 1048576 B c= 2 round=1/1 396.9 req/s +h1 stream curl_cffi 4194304 B c= 2 round=1/1 117.6 req/s +h1 stream pyreqwest_st 1024 B c= 2 round=1/1 1889.8 req/s +h2 full pyreqwest_mt 1048576 B c= 2 round=1/1 236.3 req/s +h2 stream pyreqwest_mt 1024 B c= 2 round=1/1 2252.3 req/s +h2 stream pyreqwest_st 65536 B c= 2 round=1/1 1108.2 req/s +h2 full pyreqwest_mt 2097152 B c= 2 round=1/1 117.4 req/s +h2 stream niquests 10240 B c= 2 round=1/1 948.8 req/s +h2 stream wreq_blocking 4194304 B c= 2 round=1/1 208.6 req/s +h2 stream ry 131072 B c= 2 round=1/1 491.1 req/s +h2 stream curl_cffi_blocking 4194304 B c= 2 round=1/1 181.4 req/s +h2 full niquests_blocking 65536 B c= 2 round=1/1 874.4 req/s +h2 stream pyreqwest_st 1048576 B c= 2 round=1/1 162.3 req/s +h2 stream curl_cffi_blocking 1024 B c= 2 round=1/1 1857.2 req/s +h2 stream httpx_blocking 4194304 B c= 2 round=1/1 24.8 req/s +h2 stream wreq 10240 B c= 2 round=1/1 3000.6 req/s +h2 stream httpx_blocking 1024 B c= 2 round=1/1 1759.6 req/s +h2 full httpx 10240 B c= 2 round=1/1 1436.7 req/s +h2 stream pycurl 65536 B c= 2 round=1/1 3130.5 req/s +h2 full wreq 1024 B c= 2 round=1/1 4182.3 req/s +h2 full httpx_blocking 1048576 B c= 2 round=1/1 89.3 req/s +h2 stream wreq_st 4194304 B c= 2 round=1/1 160.9 req/s +h2 full httpx_blocking 65536 B c= 2 round=1/1 916.4 req/s +h2 full niquests 2097152 B c= 2 round=1/1 87.9 req/s +h2 stream niquests_blocking 65536 B c= 2 round=1/1 736.3 req/s +h2 full httpx_blocking 131072 B c= 2 round=1/1 578.9 req/s +h2 full curl_cffi_blocking 10240 B c= 2 round=1/1 1551.0 req/s +h2 full ry_blocking 131072 B c= 2 round=1/1 3296.5 req/s +h2 full wreq_blocking 1024 B c= 2 round=1/1 3884.4 req/s +h2 full pyreqwest_mt 4194304 B c= 2 round=1/1 62.4 req/s +h2 stream wreq_blocking 1048576 B c= 2 round=1/1 561.4 req/s +h2 full pyreqwest_st 1048576 B c= 2 round=1/1 248.1 req/s +h2 stream niquests_blocking 4194304 B c= 2 round=1/1 23.9 req/s +h2 stream pyreqwest_mt 65536 B c= 2 round=1/1 1117.4 req/s +h2 stream niquests_blocking 131072 B c= 2 round=1/1 515.2 req/s +h2 full pycurl 4194304 B c= 2 round=1/1 311.7 req/s +h2 full niquests 10240 B c= 2 round=1/1 936.9 req/s +h2 stream curl_cffi 131072 B c= 2 round=1/1 1103.9 req/s +h2 full ry_blocking 4194304 B c= 2 round=1/1 262.1 req/s +h2 full curl_cffi 1048576 B c= 2 round=1/1 389.7 req/s +h2 stream ry_blocking 10240 B c= 2 round=1/1 3692.4 req/s +h2 stream httpx_blocking 65536 B c= 2 round=1/1 799.4 req/s +h2 full wreq_st 4194304 B c= 2 round=1/1 188.2 req/s +h2 stream wreq_blocking 131072 B c= 2 round=1/1 1702.6 req/s +h2 stream ry 65536 B c= 2 round=1/1 656.9 req/s +h2 stream pyreqwest_mt 2097152 B c= 2 round=1/1 115.1 req/s +h2 stream httpx 1024 B c= 2 round=1/1 1546.8 req/s +h2 full pyreqwest_mt 131072 B c= 2 round=1/1 1276.6 req/s +h2 stream pyreqwest_mt 4194304 B c= 2 round=1/1 60.1 req/s +h2 stream wreq_st 131072 B c= 2 round=1/1 2006.6 req/s +h2 stream pyreqwest_st 1024 B c= 2 round=1/1 2559.6 req/s +h2 full niquests 131072 B c= 2 round=1/1 677.7 req/s +h2 stream wreq 1024 B c= 2 round=1/1 3563.3 req/s +h2 full ry_blocking 65536 B c= 2 round=1/1 3778.9 req/s +h2 full wreq_blocking 2097152 B c= 2 round=1/1 501.3 req/s +h2 full curl_cffi 4194304 B c= 2 round=1/1 104.7 req/s +h2 full ry 1024 B c= 2 round=1/1 1966.8 req/s +h2 stream curl_cffi_blocking 131072 B c= 2 round=1/1 1295.0 req/s +h2 full niquests_blocking 4194304 B c= 2 round=1/1 24.5 req/s +h2 full curl_cffi_blocking 1048576 B c= 2 round=1/1 666.1 req/s +h2 full wreq_st 1048576 B c= 2 round=1/1 661.4 req/s +h2 full wreq_st 131072 B c= 2 round=1/1 2806.6 req/s +h2 stream wreq 4194304 B c= 2 round=1/1 126.0 req/s +h2 stream curl_cffi 4194304 B c= 2 round=1/1 80.2 req/s +h2 full wreq_blocking 65536 B c= 2 round=1/1 2644.2 req/s +h2 stream httpx_blocking 2097152 B c= 2 round=1/1 47.0 req/s +h2 full pycurl 1048576 B c= 2 round=1/1 971.6 req/s +h2 stream pycurl 131072 B c= 2 round=1/1 2230.4 req/s +h2 stream curl_cffi 1048576 B c= 2 round=1/1 296.2 req/s +h2 stream ry 1048576 B c= 2 round=1/1 89.8 req/s +h2 stream curl_cffi_blocking 65536 B c= 2 round=1/1 1502.9 req/s +h2 stream pycurl 1024 B c= 2 round=1/1 4300.5 req/s +h2 full wreq_st 2097152 B c= 2 round=1/1 349.8 req/s +h2 full pyreqwest_st 4194304 B c= 2 round=1/1 57.9 req/s +h2 full niquests_blocking 10240 B c= 2 round=1/1 1219.9 req/s +h2 full pycurl 65536 B c= 2 round=1/1 5585.2 req/s +h2 stream curl_cffi 65536 B c= 2 round=1/1 1207.3 req/s +h2 full curl_cffi_blocking 2097152 B c= 2 round=1/1 407.6 req/s +h2 full ry 131072 B c= 2 round=1/1 681.1 req/s +h2 full pycurl 131072 B c= 2 round=1/1 2595.0 req/s +h2 stream ry 2097152 B c= 2 round=1/1 50.2 req/s +h2 full niquests_blocking 2097152 B c= 2 round=1/1 51.2 req/s +h2 stream curl_cffi_blocking 10240 B c= 2 round=1/1 1883.1 req/s +h2 full ry_blocking 10240 B c= 2 round=1/1 4603.4 req/s +h2 full httpx_blocking 1024 B c= 2 round=1/1 1968.3 req/s +h2 stream ry_blocking 65536 B c= 2 round=1/1 3686.8 req/s +h2 stream httpx_blocking 131072 B c= 2 round=1/1 571.2 req/s +h2 stream httpx 1048576 B c= 2 round=1/1 101.8 req/s +h2 full curl_cffi_blocking 1024 B c= 2 round=1/1 2253.1 req/s +h2 stream ry 10240 B c= 2 round=1/1 1482.5 req/s +h2 full httpx 1024 B c= 2 round=1/1 1585.5 req/s +h2 stream wreq_blocking 2097152 B c= 2 round=1/1 376.0 req/s +h2 full wreq_blocking 1048576 B c= 2 round=1/1 1082.6 req/s +h2 full httpx_blocking 4194304 B c= 2 round=1/1 19.0 req/s +h2 stream ry 4194304 B c= 2 round=1/1 28.2 req/s +h2 full curl_cffi 1024 B c= 2 round=1/1 3457.8 req/s +h2 stream niquests 1024 B c= 2 round=1/1 1042.4 req/s +h2 stream wreq_st 1048576 B c= 2 round=1/1 444.1 req/s +h2 full httpx_blocking 10240 B c= 2 round=1/1 1383.9 req/s +h2 stream curl_cffi 1024 B c= 2 round=1/1 2676.7 req/s +h2 full pyreqwest_mt 65536 B c= 2 round=1/1 1798.4 req/s +h2 full wreq_blocking 4194304 B c= 2 round=1/1 263.3 req/s +h2 full httpx 4194304 B c= 2 round=1/1 20.7 req/s +h2 stream pyreqwest_mt 10240 B c= 2 round=1/1 2292.5 req/s +h2 stream ry_blocking 2097152 B c= 2 round=1/1 477.1 req/s +h2 stream curl_cffi_blocking 2097152 B c= 2 round=1/1 318.4 req/s +h2 stream niquests 131072 B c= 2 round=1/1 606.8 req/s +h2 stream ry_blocking 131072 B c= 2 round=1/1 2695.3 req/s +h2 stream httpx 65536 B c= 2 round=1/1 794.0 req/s +h2 stream wreq_blocking 10240 B c= 2 round=1/1 2387.1 req/s +h2 full wreq_blocking 131072 B c= 2 round=1/1 3070.7 req/s +h2 full wreq 4194304 B c= 2 round=1/1 153.4 req/s +h2 stream wreq 131072 B c= 2 round=1/1 1823.3 req/s +h2 stream niquests 4194304 B c= 2 round=1/1 43.5 req/s +h2 full niquests_blocking 131072 B c= 2 round=1/1 483.5 req/s +h2 full ry 65536 B c= 2 round=1/1 1060.1 req/s +h2 full wreq_st 65536 B c= 2 round=1/1 3179.8 req/s +h2 stream curl_cffi 10240 B c= 2 round=1/1 2744.6 req/s +h2 full curl_cffi_blocking 131072 B c= 2 round=1/1 1521.9 req/s +h2 stream wreq_st 1024 B c= 2 round=1/1 4496.6 req/s +h2 full httpx_blocking 2097152 B c= 2 round=1/1 41.9 req/s +h2 full wreq 65536 B c= 2 round=1/1 2566.0 req/s +h2 stream pycurl 2097152 B c= 2 round=1/1 548.6 req/s +h2 full wreq_st 1024 B c= 2 round=1/1 5680.4 req/s +h2 stream niquests 2097152 B c= 2 round=1/1 86.0 req/s +h2 full pyreqwest_st 131072 B c= 2 round=1/1 1343.4 req/s +h2 stream httpx 4194304 B c= 2 round=1/1 26.3 req/s +h2 full pycurl 1024 B c= 2 round=1/1 5319.2 req/s +h2 full pyreqwest_st 2097152 B c= 2 round=1/1 112.7 req/s +h2 full ry_blocking 1048576 B c= 2 round=1/1 949.0 req/s +h2 full niquests 4194304 B c= 2 round=1/1 47.9 req/s +h2 stream httpx 131072 B c= 2 round=1/1 523.3 req/s +h2 full httpx 1048576 B c= 2 round=1/1 94.4 req/s +h2 stream pycurl 4194304 B c= 2 round=1/1 304.6 req/s +h2 stream niquests_blocking 1024 B c= 2 round=1/1 1473.5 req/s +h2 full niquests_blocking 1048576 B c= 2 round=1/1 94.9 req/s +h2 stream niquests_blocking 1048576 B c= 2 round=1/1 93.6 req/s +h2 stream curl_cffi_blocking 1048576 B c= 2 round=1/1 582.4 req/s +h2 full wreq 2097152 B c= 2 round=1/1 238.1 req/s +h2 full ry_blocking 2097152 B c= 2 round=1/1 638.4 req/s +h2 full niquests 1048576 B c= 2 round=1/1 160.1 req/s +h2 stream pyreqwest_st 2097152 B c= 2 round=1/1 97.0 req/s +h2 stream pyreqwest_mt 1048576 B c= 2 round=1/1 182.2 req/s +h2 full pyreqwest_mt 10240 B c= 2 round=1/1 4200.2 req/s +h2 full pyreqwest_mt 1024 B c= 2 round=1/1 4613.3 req/s +h2 stream httpx 2097152 B c= 2 round=1/1 51.4 req/s +h2 stream niquests_blocking 2097152 B c= 2 round=1/1 50.7 req/s +h2 stream niquests 65536 B c= 2 round=1/1 824.5 req/s +h2 stream httpx 10240 B c= 2 round=1/1 1500.5 req/s +h2 full httpx 131072 B c= 2 round=1/1 548.3 req/s +h2 stream pyreqwest_st 131072 B c= 2 round=1/1 936.4 req/s +h2 stream wreq_blocking 1024 B c= 2 round=1/1 2365.4 req/s +h2 stream pyreqwest_st 10240 B c= 2 round=1/1 2329.8 req/s +h2 stream ry_blocking 1048576 B c= 2 round=1/1 964.2 req/s +h2 stream wreq_st 65536 B c= 2 round=1/1 2534.5 req/s +h2 stream pycurl 1048576 B c= 2 round=1/1 912.7 req/s +h2 stream curl_cffi 2097152 B c= 2 round=1/1 160.1 req/s +h2 full curl_cffi_blocking 4194304 B c= 2 round=1/1 224.6 req/s +h2 full niquests 65536 B c= 2 round=1/1 826.2 req/s +h2 full pycurl 2097152 B c= 2 round=1/1 633.2 req/s +h2 stream httpx_blocking 10240 B c= 2 round=1/1 1707.3 req/s +h2 full curl_cffi 131072 B c= 2 round=1/1 1599.3 req/s +h2 stream ry_blocking 4194304 B c= 2 round=1/1 261.7 req/s +h2 stream pyreqwest_mt 131072 B c= 2 round=1/1 868.7 req/s +h2 stream wreq_st 2097152 B c= 2 round=1/1 239.6 req/s +h2 full pyreqwest_st 65536 B c= 2 round=1/1 2998.0 req/s +h2 full pyreqwest_st 10240 B c= 2 round=1/1 3760.1 req/s +h2 full httpx 2097152 B c= 2 round=1/1 46.3 req/s +h2 full ry 10240 B c= 2 round=1/1 1921.4 req/s +h2 stream ry 1024 B c= 2 round=1/1 1383.5 req/s +h2 full curl_cffi 2097152 B c= 2 round=1/1 190.0 req/s +h2 full wreq_blocking 10240 B c= 2 round=1/1 2986.0 req/s +h2 stream wreq 65536 B c= 2 round=1/1 1996.2 req/s +h2 full ry 2097152 B c= 2 round=1/1 54.7 req/s +h2 full ry 1048576 B c= 2 round=1/1 109.2 req/s +h2 stream wreq_blocking 65536 B c= 2 round=1/1 1765.3 req/s +h2 full ry 4194304 B c= 2 round=1/1 28.6 req/s +h2 full wreq_st 10240 B c= 2 round=1/1 5720.3 req/s +h2 full wreq 131072 B c= 2 round=1/1 2558.6 req/s +h2 stream niquests 1048576 B c= 2 round=1/1 152.7 req/s +h2 full wreq 10240 B c= 2 round=1/1 3511.0 req/s +h2 full pycurl 10240 B c= 2 round=1/1 5727.8 req/s +h2 stream wreq 2097152 B c= 2 round=1/1 245.0 req/s +h2 full httpx 65536 B c= 2 round=1/1 712.1 req/s +h2 stream wreq 1048576 B c= 2 round=1/1 425.2 req/s +h2 stream pycurl 10240 B c= 2 round=1/1 4560.0 req/s +h2 stream niquests_blocking 10240 B c= 2 round=1/1 1355.5 req/s +h2 full pyreqwest_st 1024 B c= 2 round=1/1 5273.8 req/s +h2 full curl_cffi 10240 B c= 2 round=1/1 3697.1 req/s +h2 full wreq 1048576 B c= 2 round=1/1 578.2 req/s +h2 full curl_cffi 65536 B c= 2 round=1/1 2481.4 req/s +h2 stream ry_blocking 1024 B c= 2 round=1/1 3747.6 req/s +h2 full ry_blocking 1024 B c= 2 round=1/1 4686.6 req/s +h2 full niquests 1024 B c= 2 round=1/1 1072.1 req/s +h2 full niquests_blocking 1024 B c= 2 round=1/1 1125.8 req/s +h2 stream httpx_blocking 1048576 B c= 2 round=1/1 96.5 req/s +h2 stream wreq_st 10240 B c= 2 round=1/1 4269.8 req/s +h2 stream pyreqwest_st 4194304 B c= 2 round=1/1 55.3 req/s +h2 full curl_cffi_blocking 65536 B c= 2 round=1/1 2182.2 req/s +Saved complete benchmark: /mnt/e/VSCode/wreq-python/bench/data/smoke/20261003T185917Z-91f1956f13ec-smoke.json diff --git a/bench/data/smoke/20261003T185917Z-91f1956f13ec-smoke.json b/bench/data/smoke/20261003T185917Z-91f1956f13ec-smoke.json new file mode 100644 index 00000000..2868b3bf --- /dev/null +++ b/bench/data/smoke/20261003T185917Z-91f1956f13ec-smoke.json @@ -0,0 +1,15313 @@ +{ + "schema_version": 1, + "generated_at": "2026-10-03T18:59:29.989815+00:00", + "source": { + "repository": "https://github.com/0x676e67/wreq-python.git", + "commit": "91f1956f13ecf18325c85e2471349620c36ca9bd", + "dirty": true + }, + "environment": { + "python": "3.14.6 (main, Jul 23 2026, 14:45:24) [Clang 22.1.3 ]", + "implementation": "CPython", + "platform": "Linux-6.18.33.2-microsoft-standard-WSL2-x86_64-with-glibc2.39", + "machine": "x86_64", + "cpu": "AMD Ryzen 9 9950X 16-Core Processor", + "cpu_count": 32, + "event_loop": "asyncio", + "affinity": [ + 0, + 1, + 2, + 3, + 4, + 5, + 6, + 7, + 8, + 9, + 10, + 11, + 12, + 13, + 14, + 15, + 16, + 17, + 18, + 19, + 20, + 21, + 22, + 23, + 24, + 25, + 26, + 27, + 28, + 29, + 30, + 31 + ], + "load_average": [ + 0.0, + 0.0, + 0.0 + ] + }, + "configuration": { + "clients": [ + "wreq", + "wreq_st", + "pyreqwest_st", + "pyreqwest_mt", + "ry", + "httpx", + "aiohttp", + "niquests", + "curl_cffi", + "wreq_blocking", + "ry_blocking", + "requests", + "httpx_blocking", + "niquests_blocking", + "curl_cffi_blocking", + "pycurl" + ], + "protocols": [ + "h1", + "h2" + ], + "payload_bytes": [ + 1024, + 10240, + 65536, + 131072, + 1048576, + 2097152, + 4194304 + ], + "concurrency": [ + 2 + ], + "body_kinds": [ + "full", + "stream" + ], + "rounds": 1, + "warmup": 0, + "samples": 1, + "requests": 4, + "stream_chunk_bytes": 65536, + "stream_chunk_bytes_by_payload": { + "1024": 1024, + "10240": 10240, + "65536": 16384, + "131072": 32768, + "1048576": 65536, + "2097152": 131072, + "4194304": 262144 + }, + "server_workers": 4, + "seed": 160130, + "case_timeout": 120, + "tls_version": "1.3", + "tls_verification": false, + "response_consumption": "streamed chunks to EOF; adapter read sizes recorded per client", + "throughput_unit": "MB/s (decimal, response payload only)", + "timing": "upload and complete streamed response consumption; preparation excluded", + "concurrency_model": "evenly preallocated closed-loop workers", + "client_scope": { + "async": "one shared client per case", + "blocking": "one client per logical worker; persistent thread pool per case" + } + }, + "clients": { + "wreq": { + "package": "wreq", + "version": "0.12.3", + "runtime": { + "kind": "default" + }, + "native": [ + { + "module": "wreq.wreq", + "path": "/home/gngpp/.cache/wreq-python/bench-16/source-91f1956/python/wreq/wreq.abi3.so", + "sha256": "ef00bb006e6c6db54f7dd1154627686ecac14c3bbf87cdf25e100b2500b99368" + } + ], + "response_read": "Client streaming API to EOF", + "pool": { + "kind": "library default" + }, + "api": "async", + "protocols": [ + "h1", + "h2" + ], + "body_kinds": [ + "full", + "stream" + ] + }, + "wreq_st": { + "package": "wreq", + "version": "0.12.3", + "runtime": { + "kind": "custom", + "workers": 1, + "work_steal": false + }, + "native": [ + { + "module": "wreq.wreq", + "path": "/home/gngpp/.cache/wreq-python/bench-16/source-91f1956/python/wreq/wreq.abi3.so", + "sha256": 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"validation": { + "status": 200, + "protocol": "h2", + "response_bytes": 131072 + }, + "total_requests": 4, + "total_seconds": 0.0019934240000001324, + "rps": 2006.5976932151586, + "mbps": 263.00877284509727, + "round_rps_cv_pct": 0.0 + }, + { + "client": "wreq_st", + "protocol": "h2", + "body_kind": "stream", + "payload_bytes": 1048576, + "concurrency": 2, + "samples": [ + { + "round": 1, + "sample": 1, + "seconds": 0.009006551000000584, + "cpu_seconds": 0.010944533000000034 + } + ], + "warmup": [], + "rounds": [ + { + "round": 1, + "total_requests": 4, + "total_seconds": 0.009006551000000584, + "rps": 444.1211735768487, + "mbps": 465.6948037045177 + } + ], + "validation": { + "status": 200, + "protocol": "h2", + "response_bytes": 1048576 + }, + "total_requests": 4, + "total_seconds": 0.009006551000000584, + "rps": 444.1211735768487, + "mbps": 465.6948037045177, + "round_rps_cv_pct": 0.0 + }, + { + "client": "wreq_st", + "protocol": "h2", + "body_kind": "stream", + "payload_bytes": 2097152, + "concurrency": 2, + "samples": [ + { + "round": 1, + "sample": 1, + "seconds": 0.016691323999999952, + "cpu_seconds": 0.01966569800000001 + } + ], + "warmup": [], + "rounds": [ + { + "round": 1, + "total_requests": 4, + "total_seconds": 0.016691323999999952, + "rps": 239.64545892225274, + "mbps": 502.5729534697202 + } + ], + "validation": { + "status": 200, + "protocol": "h2", + "response_bytes": 2097152 + }, + "total_requests": 4, + "total_seconds": 0.016691323999999952, + "rps": 239.64545892225274, + "mbps": 502.5729534697202, + "round_rps_cv_pct": 0.0 + }, + { + "client": "wreq_st", + "protocol": "h2", + "body_kind": "stream", + "payload_bytes": 4194304, + "concurrency": 2, + "samples": [ + { + "round": 1, + "sample": 1, + "seconds": 0.024862913999999847, + "cpu_seconds": 0.02811501799999999 + } + ], + "warmup": [], + "rounds": [ + { + "round": 1, + "total_requests": 4, + "total_seconds": 0.024862913999999847, + "rps": 160.88218782400264, + "mbps": 674.7888039189655 + } + ], + "validation": { + "status": 200, + "protocol": "h2", + "response_bytes": 4194304 + }, + "total_requests": 4, + "total_seconds": 0.024862913999999847, + "rps": 160.88218782400264, + "mbps": 674.7888039189655, + "round_rps_cv_pct": 0.0 + } + ] +} diff --git a/bench/report.py b/bench/report.py new file mode 100644 index 00000000..8c464025 --- /dev/null +++ b/bench/report.py @@ -0,0 +1,282 @@ +"""Render validated benchmark JSON as a fixed Markdown comparison.""" + +from datetime import datetime, timezone +import argparse +import html +import json +from pathlib import Path +import re +import sys +from urllib.parse import urlsplit + +if __package__: + from .clients import CAPABILITIES + from .results import validate_document +else: + from clients import CAPABILITIES + from results import validate_document + + +REPOSITORY = "https://github.com/0x676e67/wreq-python" +LABELS = { + "wreq": "wreq (MT)", + "wreq_st": "wreq (ST)", + "pyreqwest_st": "pyreqwest (ST)", + "pyreqwest_mt": "pyreqwest (MT)", + "ry": "ry (default)", + "httpx": "httpx", + "aiohttp": "aiohttp", + "niquests": "niquests", + "curl_cffi": "curl_cffi", + "wreq_blocking": "wreq (blocking)", + "ry_blocking": "ry (blocking)", + "requests": "requests", + "httpx_blocking": "httpx (blocking)", + "niquests_blocking": "niquests (blocking)", + "curl_cffi_blocking": "curl_cffi (blocking)", + "pycurl": "PycURL", +} + + +def escape(value) -> str: + """Keep metadata as plain text, including inside Markdown tables.""" + text = html.escape(" ".join(str(value).split()), quote=False) + return re.sub(r"[\\`*_{}\[\]()#+.!|>\-]", lambda match: f"&#{ord(match[0])};", text) + + +def payload_label(size: int) -> str: + if size % (1024 * 1024) == 0: + return f"{size // (1024 * 1024)} MiB" + if size % 1024 == 0: + return f"{size // 1024} KiB" + return f"{size:,} B" + + +def runtime_label(runtime: dict) -> str: + kind = runtime.get("kind") + if kind == "default": + return "Library default" + if kind == "single_thread": + return "Single-thread runtime" + if kind == "multi_thread": + return "Multi-thread runtime" + if kind == "custom": + workers = runtime.get("workers", "not recorded") + steal = runtime.get("work_steal", "not recorded") + return f"Custom: workers={workers}, work_steal={steal}" + if kind == "thread_pool": + return "Thread pool; one client per logical worker" + return json.dumps(runtime, sort_keys=True, ensure_ascii=False) + + +def safe_data_link(link: str) -> str: + parsed = urlsplit(link) + if re.search(r"[\s\\<>\[\]()\x00-\x1f]", link): + raise ValueError("Invalid raw-data link") + if parsed.scheme: + if ( + parsed.scheme != "https" + or not parsed.hostname + or parsed.username is not None + ): + raise ValueError("Raw-data links must use HTTPS") + elif parsed.netloc or link.startswith("/") or ".." in parsed.path.split("/"): + raise ValueError("Raw-data links must be safe relative paths") + if not link: + raise ValueError("Raw-data link cannot be empty") + return link + + +def render_markdown(document: dict, data_link: str | None = None) -> str: + validate_document(document) + config = document["configuration"] + source = document["source"] + environment = document["environment"] + if not isinstance(environment, dict): + raise ValueError("Benchmark environment metadata must be an object") + commit = source["commit"] + generated = datetime.fromisoformat(document["generated_at"]).astimezone( + timezone.utc + ) + lines = [ + f"Measured revision: [{commit[:12]}]({REPOSITORY}/commit/{commit}). " + f"Collected {generated:%Y-%m-%d %H:%M UTC}.", + "", + ] + if source["dirty"]: + lines += [ + "**Local measurement: the source checkout had uncommitted changes.**", + "", + ] + if data_link is not None: + lines += [f"[Download this build's raw JSON]({safe_data_link(data_link)}).", ""] + lines += [ + "### Measurement environment", + "", + "| Item | Value |", + "| --- | --- |", + f"| Python | {escape(environment.get('implementation', 'Not recorded'))} " + f"{escape(environment.get('python', 'Not recorded'))} |", + f"| OS | {escape(environment['platform'])} |", + f"| Architecture | {escape(environment['machine'])} |", + f"| CPU | {escape(environment.get('cpu', 'Not recorded'))}; " + f"{escape(environment.get('cpu_count', 'Not recorded'))} logical CPUs |", + f"| Python event loop | {escape(environment.get('event_loop', 'Not recorded'))} |", + f"| Server | Controlled Rust TLS echo server; {config['server_workers']} workers |", + "| TLS | TLS 1.3; certificate verification disabled for the local test server |", + f"| Repeats | Rounds: {config['rounds']}; timed batches/round: {config['samples']}; " + f"requests/batch: {config['requests']}; warm-up batches/round: {config['warmup']} |", + "| Stream upload chunk | " + + ( + "Varies by payload; see body cases below" + if "stream_chunk_bytes_by_payload" in config + else payload_label(config["stream_chunk_bytes"]) + ) + + " |", + "", + ] + if "stream_chunk_bytes_by_payload" in config: + lines += [ + "### Body cases", + "", + "Each payload uses the upload modes and concurrency levels listed in this run.", + "", + "| Upload / echo payload | Stream upload chunk |", + "| --- | --- |", + ] + for size in sorted(config["payload_bytes"]): + lines.append( + f"| {payload_label(size)} | " + f"{payload_label(config['stream_chunk_bytes_by_payload'][str(size)])} |" + ) + lines += [ + "", + "### Client versions and runtimes", + "", + "| Client | API | Package | Version | Runtime | Protocols | Uploads |", + "| --- | --- | --- | --- | --- | --- | --- |", + ] + ordered_clients = [client for client in LABELS if client in config["clients"]] + ordered_clients += [client for client in config["clients"] if client not in LABELS] + for client in ordered_clients: + metadata = document["clients"][client] + capability = CAPABILITIES[client] + lines.append( + f"| {escape(LABELS.get(client, client))} | {capability['api']} | " + f"{escape(metadata.get('package', client))} | {escape(metadata['version'])} | " + f"{escape(runtime_label(metadata['runtime']))} | " + f"{', '.join('HTTP/1.1' if p == 'h1' else 'HTTP/2' for p in capability['protocols'])} | " + f"{', '.join(k.title() for k in capability['body_kinds'])} |" + ) + if any( + "response_read" in document["clients"][client] for client in ordered_clients + ): + lines += [ + "", + '
', + "Adapter settings", + "", + "| Client | Response consumption | Connection pool |", + "| --- | --- | --- |", + ] + for client in ordered_clients: + metadata = document["clients"][client] + pool = json.dumps( + metadata.get("pool", {"kind": "not recorded"}), sort_keys=True + ) + lines.append( + f"| {escape(LABELS.get(client, client))} | " + f"{escape(metadata.get('response_read', 'Not recorded'))} | {escape(pool)} |" + ) + lines += ["", "
"] + lines += [ + "", + "### Throughput comparison", + "", + "Each value is total measured requests divided by total measured time " + "across all rounds, in requests per second (RPS). All timed samples count. " + "The raw JSON keeps individual timings, per-round results, response-payload " + "MB/s and native artifact SHA-256 hashes.", + "", + ] + results = { + ( + r["client"], + r["protocol"], + r["body_kind"], + r["payload_bytes"], + r["concurrency"], + ): r + for r in document["results"] + } + for api, heading in ( + ("async", "Asynchronous clients"), + ("blocking", "Blocking clients"), + ): + group = [ + client for client in ordered_clients if CAPABILITIES[client]["api"] == api + ] + if not group: + continue + lines += [ + f"### {heading}", + "", + "N/A means the client API doesn't support that protocol or upload mode. " + "It doesn't indicate a failed request or zero throughput.", + "", + ] + for protocol, name in (("h1", "HTTP/1.1"), ("h2", "HTTP/2")): + if protocol not in config["protocols"]: + continue + for kind in ("full", "stream"): + if kind not in config["body_kinds"]: + continue + headers = ["Upload / echo payload", "Concurrency"] + [ + escape(LABELS.get(client, client)) for client in group + ] + lines += [ + f"#### {name}: {kind.title()} upload", + "", + "Unit: requests/s (RPS, requests per second). Higher is better.", + "", + "| " + " | ".join(headers) + " |", + "| --- | ---: |" + " ---: |" * len(group), + ] + for size in sorted(config["payload_bytes"]): + for concurrency in sorted(config["concurrency"]): + values = [payload_label(size), str(concurrency)] + [ + ( + f"{cell['rps']:,.1f}" + if ( + cell := results.get( + (client, protocol, kind, size, concurrency) + ) + ) + is not None + else "N/A" + ) + for client in group + ] + lines.append("| " + " | ".join(values) + " |") + lines.append("") + return "\n".join(lines) + + +def main(argv=None) -> None: + parser = argparse.ArgumentParser(description=__doc__) + parser.add_argument("--input", type=Path, required=True) + parser.add_argument("--markdown", action="store_true", required=True) + parser.add_argument("--output", type=Path, help="Write a new UTF-8 Markdown file") + args = parser.parse_args(argv) + content = render_markdown(json.loads(args.input.read_text(encoding="utf-8"))) + if args.output is not None: + with args.output.open("x", encoding="utf-8", newline="\n") as handle: + handle.write(content) + else: + if hasattr(sys.stdout, "reconfigure"): + sys.stdout.reconfigure(encoding="utf-8") + print(content, end="") + + +if __name__ == "__main__": + main() diff --git a/bench/requirements.txt b/bench/requirements.txt new file mode 100644 index 00000000..28472169 --- /dev/null +++ b/bench/requirements.txt @@ -0,0 +1,11 @@ +# Fixed comparison versions; wreq is built from the checkout separately. +maturin==1.14.1 +pytest==9.1.1 +ry==0.0.101 +pyreqwest==0.14.0 +httpx[http2]==0.28.1 +aiohttp==3.14.3 +niquests==3.21.2 +curl-cffi==0.16.3 +requests==2.34.2 +pycurl==7.48.0 diff --git a/bench/results.py b/bench/results.py new file mode 100644 index 00000000..44d24c29 --- /dev/null +++ b/bench/results.py @@ -0,0 +1,363 @@ +"""Versioned benchmark aggregation and complete-result validation.""" + +from datetime import datetime +from itertools import product +import json +import math +import os +from pathlib import Path +import re +import statistics +import tempfile +from urllib.parse import urlsplit + +if __package__: + from .clients import ( + CAPABILITIES, + CORE_PACKAGES, + NATIVE_PACKAGES, + PACKAGES, + supports, + ) +else: + from clients import CAPABILITIES, CORE_PACKAGES, NATIVE_PACKAGES, PACKAGES, supports + +DIMENSIONS = ("client", "protocol", "body_kind", "payload_bytes", "concurrency") + + +def rates(requests, seconds, size): + rps = requests / seconds + return { + "total_requests": requests, + "total_seconds": seconds, + "rps": rps, + "mbps": size * rps / 1_000_000, + } + + +def aggregate(rows, requests): + cells = {} + for row in rows: + key = tuple(row[k] for k in DIMENSIONS) + cell = cells.setdefault( + key, + { + **dict(zip(DIMENSIONS, key)), + "samples": [], + "warmup": [], + "rounds": [], + "validation": row["validation"], + }, + ) + if any(r["round"] == row["round"] for r in cell["rounds"]): + raise ValueError(f"Duplicate round {row['round']} for {key}") + if cell["validation"] != row["validation"]: + raise ValueError(f"Inconsistent response validation for {key}") + for name in ("samples", "warmup"): + cell[name].extend( + {"round": row["round"], "sample": i, **sample} + for i, sample in enumerate(row[name], 1) + ) + seconds = sum(sample["seconds"] for sample in row["samples"]) + cell["rounds"].append( + { + "round": row["round"], + **rates(requests * len(row["samples"]), seconds, row["payload_bytes"]), + } + ) + result = [] + for key, cell in sorted(cells.items()): + cell["samples"].sort(key=lambda s: (s["round"], s["sample"])) + cell["warmup"].sort(key=lambda s: (s["round"], s["sample"])) + cell["rounds"].sort(key=lambda s: s["round"]) + cell.update( + rates( + requests * len(cell["samples"]), + sum(s["seconds"] for s in cell["samples"]), + key[3], + ) + ) + round_rps = [r["rps"] for r in cell["rounds"]] + cell["round_rps_cv_pct"] = ( + 100 * statistics.pstdev(round_rps) / statistics.mean(round_rps) + ) + result.append(cell) + return result + + +def validate_document(document): + """Reject incomplete matrices and invalid or inconsistent measured rates.""" + + def require(condition, message): + if not condition: + raise ValueError(message) + + def integer(value, minimum=1): + return type(value) is int and value >= minimum + + def finite(value, positive=True): + return ( + type(value) in (int, float) + and math.isfinite(value) + and (value > 0 if positive else value >= 0) + ) + + def check_rates(value, count, seconds, size): + require( + value.get("total_requests") == count + and integer(value.get("total_requests")), + "Incorrect total_requests", + ) + for name, expected in rates(count, seconds, size).items(): + require( + finite(value.get(name)) + and math.isclose(value[name], expected, rel_tol=1e-9), + f"Incorrect {name}", + ) + + try: + require( + type(document["schema_version"]) is int and document["schema_version"] == 1, + "Unsupported schema_version", + ) + generated = datetime.fromisoformat(document["generated_at"]) + require( + generated.utcoffset() is not None + and generated.utcoffset().total_seconds() == 0, + "generated_at must use UTC", + ) + source = document["source"] + require( + bool(re.fullmatch(r"[0-9a-f]{40}", source["commit"])) + and type(source["dirty"]) is bool, + "Invalid source revision", + ) + config = document["configuration"] + axes = ( + config["clients"], + config["protocols"], + config["body_kinds"], + config["payload_bytes"], + config["concurrency"], + ) + for axis in axes: + require( + type(axis) is list and bool(axis) and len(axis) == len(set(axis)), + "Invalid or duplicate matrix dimensions", + ) + require( + set(axes[1]) <= {"h1", "h2"} and set(axes[2]) <= {"full", "stream"}, + "Unsupported protocol or body kind", + ) + require(set(axes[0]) <= set(CAPABILITIES), "Unknown client configuration") + require( + all(integer(v) for axis in axes[3:] for v in axis), + "Invalid payload size or concurrency", + ) + require( + all( + integer(config[k]) + for k in ( + "rounds", + "samples", + "requests", + "server_workers", + "stream_chunk_bytes", + ) + ) + and integer(config["warmup"], 0), + "Invalid batch configuration", + ) + require( + config["requests"] >= max(config["concurrency"]), + "Requests cannot be below concurrency", + ) + if "stream_chunk_bytes_by_payload" in config: + chunks = config["stream_chunk_bytes_by_payload"] + require( + type(chunks) is dict + and set(chunks) == {str(size) for size in config["payload_bytes"]} + and all(integer(chunk) for chunk in chunks.values()), + "Invalid stream upload chunk mapping", + ) + require( + config["tls_version"] == "1.3" and config["tls_verification"] is False, + "Unexpected TLS configuration", + ) + require( + set(document["clients"]) == set(config["clients"]), + "Missing client metadata", + ) + environment = document["environment"] + require( + all( + isinstance(environment[k], str) and environment[k] + for k in ("python", "implementation", "platform", "machine", "cpu") + ) + and environment["event_loop"] == "asyncio", + "Missing benchmark environment", + ) + require(integer(environment["cpu_count"]), "Invalid CPU count") + for client_id, client in document["clients"].items(): + require( + isinstance(client["version"], str) + and bool(client["version"]) + and isinstance(client["package"], str) + and client["package"] == PACKAGES[client_id] + and isinstance(client["native"], list) + and (bool(client["native"]) or client["package"] not in NATIVE_PACKAGES) + and isinstance(client["runtime"], dict), + "Missing native client metadata", + ) + capability = CAPABILITIES[client_id] + # The original five-client schema did not include additive API metadata. + legacy = client_id in CORE_PACKAGES + require( + all( + client.get(field, value if legacy else None) == value + for field, value in capability.items() + ), + "Incorrect client API or capability metadata", + ) + for native in client["native"]: + require( + bool(native["path"]) + and bool(re.fullmatch(r"[0-9a-f]{64}", native["sha256"])), + "Invalid native artifact metadata", + ) + server = document["server"] + require( + server["workers"] == config["server_workers"] + and bool(re.fullmatch(r"[0-9a-f]{64}", server["sha256"])), + "Invalid server metadata", + ) + require( + len(server["protocols"]) == len(config["protocols"]) + and {s["protocol"] for s in server["protocols"]} + == set(config["protocols"]), + "Missing server protocol", + ) + for info in server["protocols"]: + url = urlsplit(info["url"]) + require( + info["workers"] == config["server_workers"] + and url.scheme == "https" + and url.hostname in {"localhost", "127.0.0.1", "::1"} + and url.port is not None + and url.username is None + and url.path in {"", "/"} + and not url.query + and not url.fragment, + "Invalid native HTTPS server configuration", + ) + expected = {key for key in product(*axes) if supports(key[0], key[1], key[2])} + require(bool(expected), "No supported benchmark combinations") + seen = set() + for cell in document["results"]: + key = tuple(cell[k] for k in DIMENSIONS) + require( + key in expected and key not in seen, "Unknown or duplicate result cell" + ) + require( + integer(cell["payload_bytes"]) and integer(cell["concurrency"]), + "Invalid result dimensions", + ) + seen.add(key) + require( + cell["validation"] + == { + "status": 200, + "protocol": cell["protocol"], + "response_bytes": cell["payload_bytes"], + }, + "Response validation failed", + ) + for name, per_round in ( + ("samples", config["samples"]), + ("warmup", config["warmup"]), + ): + entries = cell[name] + require(len(entries) == config["rounds"] * per_round, f"Missing {name}") + require( + all(integer(s["round"]) and integer(s["sample"]) for s in entries) + and {(s["round"], s["sample"]) for s in entries} + == set( + product(range(1, config["rounds"] + 1), range(1, per_round + 1)) + ), + f"Invalid {name} indices", + ) + require( + all( + finite(s["seconds"]) and finite(s["cpu_seconds"], False) + for s in entries + ), + "Invalid measured duration", + ) + require( + len(cell["rounds"]) == config["rounds"] + and all(integer(r["round"]) for r in cell["rounds"]) + and {r["round"] for r in cell["rounds"]} + == set(range(1, config["rounds"] + 1)), + "Missing round summaries", + ) + for summary in cell["rounds"]: + seconds = sum( + s["seconds"] + for s in cell["samples"] + if s["round"] == summary["round"] + ) + check_rates( + summary, + config["requests"] * config["samples"], + seconds, + cell["payload_bytes"], + ) + check_rates( + cell, + config["requests"] * config["samples"] * config["rounds"], + sum(s["seconds"] for s in cell["samples"]), + cell["payload_bytes"], + ) + round_rps = [r["rps"] for r in cell["rounds"]] + expected_cv = ( + 100 * statistics.pstdev(round_rps) / statistics.mean(round_rps) + ) + require( + finite(cell["round_rps_cv_pct"], False) + and math.isclose( + cell["round_rps_cv_pct"], expected_cv, rel_tol=1e-9, abs_tol=1e-12 + ), + "Incorrect round variation", + ) + require(seen == expected, "Incomplete benchmark matrix") + except (KeyError, TypeError, OverflowError, AttributeError, IndexError) as exc: + raise ValueError(f"Malformed benchmark document: {exc}") from exc + + +def write_atomic(output, document, *, overwrite=True): + """Write a complete document; immutable snapshots reject an existing path.""" + output = Path(output) + output.parent.mkdir(parents=True, exist_ok=True) + temporary = None + try: + with tempfile.NamedTemporaryFile( + "w", + encoding="utf-8", + dir=output.parent, + prefix=output.name + ".", + suffix=".tmp", + delete=False, + ) as handle: + temporary = Path(handle.name) + json.dump(document, handle, indent=2, allow_nan=False) + handle.write("\n") + handle.flush() + os.fsync(handle.fileno()) + if overwrite: + os.replace(temporary, output) + else: + # A link publishes the complete file without replacing a racing writer. + os.link(temporary, output) + finally: + if temporary is not None: + temporary.unlink(missing_ok=True) diff --git a/bench/run.py b/bench/run.py new file mode 100644 index 00000000..942405db --- /dev/null +++ b/bench/run.py @@ -0,0 +1,224 @@ +"""Run local benchmarks, preserve artifacts, and optionally publish built docs.""" + +from __future__ import annotations + +import argparse +from datetime import datetime, timezone +import os +from pathlib import Path +import subprocess +import sys +import tempfile +import uuid + +ROOT = Path(__file__).resolve().parents[1] +sys.path.insert(0, str(ROOT)) + +from bench import benchmark +from bench.clients import CLIENTS, supports +from bench.report import render_markdown +from bench.workloads import BODY_CASES, CONCURRENCY_CASES +from docs.build import MAX_DATA_BYTES, decode_document + +LATEST = ROOT / "bench/data/latest.json" + + +def require_publish(config): + """Only the complete default matrix can become the public snapshot.""" + axes = { + "clients": CLIENTS, + "protocols": ("h1", "h2"), + "body_kinds": ("full", "stream"), + "payload_bytes": BODY_CASES, + "concurrency": CONCURRENCY_CASES, + } + if any(set(config[key]) != set(values) for key, values in axes.items()) or any( + config[key] < minimum + for key, minimum in ( + ("requests", 300), + ("rounds", 3), + ("warmup", 1), + ("samples", 1), + ) + ): + raise ValueError( + "Publishing requires the full default matrix, >=300 requests, >=3 rounds, >=1 warm-up and timed sample" + ) + + +def describe(config): + cells = ( + sum( + supports(client, protocol, kind) + for client in config["clients"] + for protocol in config["protocols"] + for kind in config["body_kinds"] + ) + * len(config["payload_bytes"]) + * len(config["concurrency"]) + ) + print( + f"Matrix: {cells:,} supported cells; " + f"{cells * config['rounds'] * config['samples']:,} timed batches; " + f"{cells * config['rounds'] * config['warmup']:,} warm-up batches; " + f"{config['requests']:,} requests/batch.", + flush=True, + ) + + +def preserve_report(path, content): + raw = content.encode("utf-8") + if path.exists(): + if path.read_bytes() != raw: + raise FileExistsError(f"Refusing to replace a different report: {path}") + return + path.parent.mkdir(parents=True, exist_ok=True) + with path.open("xb") as handle: + handle.write(raw) + + +def publish(raw): + """Replace only latest.json, preserving the candidate's original bytes.""" + LATEST.parent.mkdir(parents=True, exist_ok=True) + handle = tempfile.NamedTemporaryFile(dir=LATEST.parent, delete=False) + temporary = Path(handle.name) + try: + with handle: + handle.write(raw) + handle.flush() + os.fsync(handle.fileno()) + os.replace(temporary, LATEST) + finally: + temporary.unlink(missing_ok=True) + + +def main(argv=None): + parser = argparse.ArgumentParser( + description=__doc__, + allow_abbrev=False, + epilog="Other options are passed to benchmark.py; see python bench/benchmark.py --help.", + ) + parser.add_argument( + "--input", type=Path, help="Post-process existing JSON without measuring" + ) + parser.add_argument( + "--report", + type=Path, + help="New Markdown report; identical existing content is reusable", + ) + parser.add_argument( + "--build-docs", action="store_true", help="Preview docs using this candidate" + ) + parser.add_argument( + "--publish", + action="store_true", + help="Build docs, then explicitly select this full matrix as latest", + ) + parser.add_argument( + "--docs-python", + default=sys.executable, + help="Python executable containing the docs dependencies", + ) + options, forwarded = parser.parse_known_args(argv) + try: + if options.input is not None: + if forwarded: + raise ValueError( + "--input cannot be combined with measurement arguments" + ) + output = options.input.resolve() + else: + args = benchmark.parse_args(forwarded) + if args.worker is not None: + raise ValueError("Worker mode is internal to benchmark.py") + config = {**vars(args), "payload_bytes": args.sizes} + if options.publish: + require_publish(config) + describe(config) + stamp = datetime.now(timezone.utc).strftime("%Y%m%dT%H%M%S%fZ") + name = f"{stamp}-{benchmark.source_info()['commit'][:12]}-{uuid.uuid4().hex[:8]}" + output = (args.output or ROOT / "bench/data" / f"{name}.json").resolve() + if output == LATEST.resolve() or output.exists(): + raise FileExistsError( + f"Choose a new historical snapshot, not latest.json: {output}" + ) + report = (options.report or output.with_suffix(".report.md")).resolve() + logs = [ + output.with_name(f"{output.stem}-{stream}.log") + for stream in ("stdout", "stderr") + ] + if report in {output, LATEST.resolve(), *logs}: + raise ValueError("Report path must be separate from JSON and logs") + if options.input is None: + if report.exists(): + raise FileExistsError( + f"Choose a new report path before measuring: {report}" + ) + output.parent.mkdir(parents=True, exist_ok=True) + print(f"Raw JSON: {output}\nLogs: {logs[0]}\n {logs[1]}", flush=True) + with logs[0].open("xb") as stdout, logs[1].open("xb") as stderr: + result = subprocess.run( + [ + sys.executable, + str(ROOT / "bench/benchmark.py"), + *forwarded, + "--server", + str(args.server.resolve()), + "--output", + str(output), + ], + cwd=ROOT, + stdout=stdout, + stderr=stderr, + check=False, + ) + if result.returncode: + raise RuntimeError( + f"Benchmark failed ({result.returncode}); logs were preserved" + ) + with output.open("rb") as handle: + raw = handle.read(MAX_DATA_BYTES + 1) + document = decode_document(raw) + if options.publish: + require_publish(document["configuration"]) + if options.input is not None: + describe(document["configuration"]) + preserve_report(report, render_markdown(document)) + print(f"Report: {report}", flush=True) + if options.build_docs or options.publish: + docs_python = Path(options.docs_python) + docs_python = ( + str(docs_python.resolve()) + if docs_python.is_file() + else options.docs_python + ) + with tempfile.TemporaryDirectory( + prefix="wreq-benchmark-docs-" + ) as directory: + frozen = Path(directory) / "candidate.json" + frozen.write_bytes(raw) + result = subprocess.run( + [ + docs_python, + str(ROOT / "docs/build.py"), + "--data", + str(frozen), + ], + cwd=ROOT, + check=False, + ) + if result.returncode: + raise RuntimeError( + f"Documentation build failed ({result.returncode}); latest.json was not changed" + ) + if options.publish: + publish(raw) + print(f"Selected latest: {LATEST}", flush=True) + return 0 + except (OSError, ValueError, RuntimeError) as exc: + print(f"Benchmark pipeline failed: {exc}", file=sys.stderr) + return 1 + + +if __name__ == "__main__": + raise SystemExit(main()) diff --git a/bench/server.py b/bench/server.py deleted file mode 100644 index 10f8fe06..00000000 --- a/bench/server.py +++ /dev/null @@ -1,56 +0,0 @@ -import os - -from starlette.applications import Starlette -from starlette.responses import PlainTextResponse -from starlette.routing import Route - -random_20k = os.urandom(20 * 1024) -random_50k = os.urandom(50 * 1024) -random_200k = os.urandom(200 * 1024) - - -app = Starlette( - routes=[ - Route("/20k", lambda r: PlainTextResponse(random_20k)), - Route("/50k", lambda r: PlainTextResponse(random_50k)), - Route("/200k", lambda r: PlainTextResponse(random_200k)), - ], -) - -if __name__ == "__main__": - import uvicorn - import multiprocessing - import argparse - - parser = argparse.ArgumentParser(description="Start benchmark server") - parser.add_argument( - "--workers", - type=int, - default=None, - help="Number of worker processes (default: CPU count)", - ) - parser.add_argument( - "--port", type=int, default=8000, help="Port to bind to (default: 8000)" - ) - parser.add_argument( - "--host", type=str, default="0.0.0.0", help="Host to bind to (default: 0.0.0.0)" - ) - args = parser.parse_args() - - host = args.host - port = args.port - workers = args.workers or multiprocessing.cpu_count() - - max_workers = workers - - print( - f"Starting server on {host}:{port} with {max_workers} workers (CPU cores/threads: 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+[workspace] + +[dependencies] +btls = "0.5.6" +bytes = "1.12.1" +http-body-util = "0.1.4" +hyper = { version = "1.7.0", features = ["server", "http1", "http2"] } +hyper-util = { version = "0.1.20", features = ["tokio"] } +serde_json = "1" +tokio = { version = "1.52.2", features = ["rt-multi-thread", "macros", "net", "sync", "time"] } +tokio-btls = "0.5.6" + +[patch.crates-io] +# Match the TLS IO implementation used by the Python extension. +btls = { git = "https://github.com/0x676e67/btls", rev = "ffaf0e8c23d455af4e306986ce81bb57ebd03bc2" } +btls-sys = { git = "https://github.com/0x676e67/btls", rev = "ffaf0e8c23d455af4e306986ce81bb57ebd03bc2" } +tokio-btls = { git = "https://github.com/0x676e67/btls", rev = "ffaf0e8c23d455af4e306986ce81bb57ebd03bc2" } + +[profile.release] +codegen-units = 1 +lto = "fat" +opt-level = 3 +panic = "abort" +strip = true diff --git a/bench/server/src/main.rs b/bench/server/src/main.rs new file mode 100644 index 00000000..79c881d3 --- /dev/null +++ b/bench/server/src/main.rs @@ -0,0 +1,229 @@ +//! HTTPS loopback echo server for the Python client benchmarks. + +#![deny(unsafe_code)] + +use std::{ + convert::Infallible, + env, + error::Error, + io::{self, Write}, + sync::Arc, + time::Duration, +}; + +use btls::{ + asn1::Asn1Time, + bn::BigNum, + ec::{EcGroup, EcKey}, + hash::MessageDigest, + nid::Nid, + pkey::PKey, + ssl::{AlpnError, Ssl, SslAcceptor, SslMethod, SslVersion, select_next_proto}, + x509::{X509, X509Name, extension::SubjectAlternativeName}, +}; +use bytes::Bytes; +use http_body_util::{BodyExt, Full}; +use hyper::{Request, Response, StatusCode, body::Incoming, server::conn, service::service_fn}; +use hyper_util::rt::{TokioExecutor, TokioIo, TokioTimer}; +use tokio::{net::TcpListener, sync::oneshot, task::JoinSet, time::timeout}; +use tokio_btls::SslStream; + +type BoxError = Box; + +#[derive(Clone, Copy)] +enum Protocol { + Http1, + Http2, +} + +impl Protocol { + fn name(self) -> &'static str { + match self { + Self::Http1 => "h1", + Self::Http2 => "h2", + } + } + + fn alpn(self) -> &'static [u8] { + match self { + Self::Http1 => b"http/1.1", + Self::Http2 => b"h2", + } + } + + fn alpn_wire(self) -> &'static [u8] { + match self { + Self::Http1 => b"\x08http/1.1", + Self::Http2 => b"\x02h2", + } + } +} + +fn main() -> Result<(), BoxError> { + let mut protocol = Protocol::Http1; + let mut workers = 4; + let mut args = env::args().skip(1); + + while let Some(arg) = args.next() { + match arg.as_str() { + "--protocol" => { + protocol = match args.next().as_deref() { + Some("h1") => Protocol::Http1, + Some("h2") => Protocol::Http2, + _ => return Err(io::Error::other("--protocol requires h1 or h2").into()), + }; + } + "--workers" => { + workers = args + .next() + .ok_or_else(|| io::Error::other("--workers requires a positive integer"))? + .parse::()?; + if workers == 0 { + return Err(io::Error::other("--workers must be greater than zero").into()); + } + } + _ => return Err(io::Error::other(format!("unknown argument: {arg}")).into()), + } + } + + let acceptor = Arc::new(tls_acceptor(protocol)?); + tokio::runtime::Builder::new_multi_thread() + .worker_threads(workers) + .enable_all() + .build()? + .block_on(run(protocol, workers, acceptor)) +} + +/// Generates a fresh, self-signed certificate for this loopback benchmark only. +fn tls_acceptor(protocol: Protocol) -> Result { + let group = EcGroup::from_curve_name(Nid::X9_62_PRIME256V1)?; + let key = PKey::from_ec_key(EcKey::generate(&group)?)?; + let mut name = X509Name::builder()?; + name.append_entry_by_text("CN", "localhost benchmark")?; + let name = name.build(); + + let mut cert = X509::builder()?; + cert.set_version(2)?; + let serial = BigNum::from_u32(1)?.to_asn1_integer()?; + cert.set_serial_number(&serial)?; + cert.set_subject_name(&name)?; + cert.set_issuer_name(&name)?; + cert.set_pubkey(&key)?; + let not_before = Asn1Time::days_from_now(0)?; + let not_after = Asn1Time::days_from_now(1)?; + cert.set_not_before(¬_before)?; + cert.set_not_after(¬_after)?; + let san = SubjectAlternativeName::new() + .dns("localhost") + .ip("127.0.0.1") + .build(&cert.x509v3_context(None, None))?; + cert.append_extension(&san)?; + cert.sign(&key, MessageDigest::sha256())?; + + let mut builder = SslAcceptor::mozilla_intermediate_v5(SslMethod::tls())?; + builder.set_certificate(&cert.build())?; + builder.set_private_key(&key)?; + builder.check_private_key()?; + builder.set_min_proto_version(Some(SslVersion::TLS1_3))?; + builder.set_max_proto_version(Some(SslVersion::TLS1_3))?; + builder.set_alpn_select_callback(move |_, client| { + select_next_proto(protocol.alpn_wire(), client).ok_or(AlpnError::ALERT_FATAL) + }); + Ok(builder.build()) +} + +async fn run( + protocol: Protocol, + workers: usize, + acceptor: Arc, +) -> Result<(), BoxError> { + let listener = TcpListener::bind("127.0.0.1:0").await?; + let metadata = serde_json::json!({ + "url": format!("https://{}", listener.local_addr()?), + "protocol": protocol.name(), + "workers": workers, + }); + println!("{metadata}"); + io::stdout().flush()?; + + // A separate thread avoids a blocking stdin task holding Tokio shutdown open. + let (shutdown_tx, mut shutdown_rx) = oneshot::channel(); + std::thread::Builder::new() + .name("benchmark-stdin".into()) + .spawn(move || { + let result = io::stdin().read_line(&mut String::new()); + let _ = shutdown_tx.send(result); + })?; + + let mut connections = JoinSet::new(); + loop { + tokio::select! { + result = &mut shutdown_rx => { + result??; + break; + } + accepted = listener.accept() => { + let (socket, _) = accepted?; + // Match the Rust benchmark: do not delay small echo responses. + socket.set_nodelay(true)?; + let acceptor = acceptor.clone(); + connections.spawn(async move { + let ssl = Ssl::new(acceptor.context())?; + let mut stream = SslStream::new(ssl, socket)?; + timeout(Duration::from_secs(10), std::pin::Pin::new(&mut stream).accept()).await??; + if stream.ssl().selected_alpn_protocol() != Some(protocol.alpn()) { + return Err(io::Error::other("client did not negotiate the required ALPN").into()); + } + + let io = TokioIo::new(stream); + match protocol { + Protocol::Http1 => { + conn::http1::Builder::new() + .timer(TokioTimer::new()) + .keep_alive(true) + .serve_connection(io, service_fn(echo)) + .await?; + } + Protocol::Http2 => { + conn::http2::Builder::new(TokioExecutor::new()) + .timer(TokioTimer::new()) + .keep_alive_interval(Duration::from_secs(30)) + .serve_connection(io, service_fn(echo)) + .await?; + } + } + Ok::<_, BoxError>(()) + }); + } + Some(result) = connections.join_next(), if !connections.is_empty() => { + if let Err(error) = result? { + eprintln!("connection error: {error}"); + } + } + } + } + + drop(listener); + connections.abort_all(); + while let Some(result) = connections.join_next().await { + match result { + Ok(Err(error)) => eprintln!("connection error: {error}"), + Err(error) if !error.is_cancelled() => return Err(error.into()), + _ => {} + } + } + Ok(()) +} + +async fn echo(request: Request) -> Result>, Infallible> { + match request.into_body().collect().await { + Ok(body) => Ok(Response::new(Full::new(body.to_bytes()))), + Err(error) => { + eprintln!("request body error: {error}"); + let mut response = + Response::new(Full::new(Bytes::from_static(b"request body read failed"))); + *response.status_mut() = StatusCode::BAD_REQUEST; + Ok(response) + } + } +} diff --git a/bench/test_benchmark.py b/bench/test_benchmark.py new file mode 100644 index 00000000..0340b113 --- /dev/null +++ b/bench/test_benchmark.py @@ -0,0 +1,388 @@ +"""Focused checks for benchmark scheduling and complete-result storage.""" + +import asyncio +import copy +from contextlib import contextmanager +from itertools import product +import json +import time + +import pytest + +from bench import benchmark, clients, results +from bench.workloads import BODY_CASES, prepare_chunks, upload_chunk_bytes + + +def make_document(configuration=None, commit="a" * 40): + """Small valid document, or a complete matrix for a supplied configuration.""" + config = { + "clients": ["wreq"], + "protocols": ["h1", "h2"], + "body_kinds": ["full", "stream"], + "payload_bytes": [10240], + "concurrency": [2], + "rounds": 2, + "samples": 2, + "warmup": 1, + "requests": 100, + "stream_chunk_bytes": 65536, + "server_workers": 4, + "seed": 160130, + "tls_version": "1.3", + "tls_verification": False, + "response_consumption": "native chunks to EOF", + "throughput_unit": "MB/s (decimal, response payload only)", + } + if configuration is not None: + config.update(configuration) + rows = [] + for client, protocol, kind, size, concurrency in product( + config["clients"], + config["protocols"], + config["body_kinds"], + config["payload_bytes"], + config["concurrency"], + ): + if not clients.supports(client, protocol, kind): + continue + for round_id in range(1, config["rounds"] + 1): + rows.append( + { + "client": client, + "protocol": protocol, + "body_kind": kind, + "payload_bytes": size, + "concurrency": concurrency, + "round": round_id, + "samples": [ + {"seconds": float(round_id * (i + 1)), "cpu_seconds": 0.1} + for i in range(config["samples"]) + ], + "warmup": [ + {"seconds": 1.0, "cpu_seconds": 0.1} + for _ in range(config["warmup"]) + ], + "validation": { + "status": 200, + "protocol": protocol, + "response_bytes": size, + }, + } + ) + return { + "schema_version": 1, + "generated_at": "2026-10-03T00:00:00+00:00", + "source": { + "repository": "https://github.com/0x676e67/wreq-python", + "commit": commit, + "dirty": False, + }, + "environment": { + "python": "3.14.6", + "implementation": "CPython", + "platform": "Linux", + "machine": "x86_64", + "cpu": "test CPU", + "cpu_count": 4, + "event_loop": "asyncio", + }, + "configuration": config, + "clients": { + client: { + "package": clients.PACKAGES[client], + "version": "1.0", + "runtime": {"kind": "default"}, + "native": [ + {"module": client, "path": f"/tmp/{client}.so", "sha256": "b" * 64} + ], + **clients.CAPABILITIES[client], + } + for client in config["clients"] + }, + "server": { + "kind": "rust-tls-echo", + "executable": "/tmp/benchmark-server", + "sha256": "c" * 64, + "workers": config["server_workers"], + "protocols": [ + { + "protocol": protocol, + "url": "https://127.0.0.1:443", + "workers": config["server_workers"], + } + for protocol in config["protocols"] + ], + }, + "results": results.aggregate(rows, config["requests"]), + } + + +def test_configuration_and_aggregation(): + defaults = benchmark.parse_args(["--server", "server"]) + assert defaults.sizes == list(BODY_CASES) + assert defaults.concurrency == [10, 50, 100, 150] and defaults.requests == 300 + for size, chunk_bytes in {**BODY_CASES, 123: 123, 70000: 65536}.items(): + body = b"a" * size + chunks = prepare_chunks(body, "stream") + assert upload_chunk_bytes(size) == chunk_bytes + assert len(chunks[0]) == chunk_bytes and max(map(len, chunks)) <= chunk_bytes + assert b"".join(chunks) == body and prepare_chunks(body, "full") == () + args = benchmark.parse_args( + [ + "--server", + "server", + "--clients", + "wreq,ry", + "--sizes", + "10240,4194304", + "--warmup", + "0", + ] + ) + assert args.clients == ["wreq", "ry"] and args.sizes == [10240, 4194304] + assert args.protocols == ["h1", "h2"] and args.warmup == 0 + with pytest.raises(SystemExit): + benchmark.parse_args( + ["--server", "server", "--clients", "requests,aiohttp", "--protocols", "h2"] + ) + document = make_document() + results.validate_document(document) + cell = document["results"][0] + assert cell["total_requests"] == 400 + assert cell["total_seconds"] == 9 + assert cell["rps"] == pytest.approx(400 / 9) + assert cell["rps"] != pytest.approx(sum(r["rps"] for r in cell["rounds"]) / 2) + assert cell["mbps"] == pytest.approx(10240 * cell["rps"] / 1_000_000) + document["configuration"]["stream_chunk_bytes_by_payload"] = {"10240": 10240} + results.validate_document(document) + for bad in ({}, {"10240": 0}, {"10240": 10240, "1024": 1024}): + document["configuration"]["stream_chunk_bytes_by_payload"] = bad + with pytest.raises(ValueError, match="chunk mapping"): + results.validate_document(document) + + +@pytest.mark.parametrize( + "option,value", + [ + ("--protocols", "http"), + ("--clients", "unknown"), + ("--body-kinds", "buffered"), + ("--sizes", "0"), + ("--concurrency", "10,10"), + ("--rounds", "0"), + ("--warmup", "-1"), + ("--requests", "1"), + ], +) +def test_invalid_cli(option, value): + with pytest.raises(SystemExit): + benchmark.parse_args(["--server", "server", option, value]) + + +def test_closed_loop_and_cancellation(): + async def check(): + active = peak = completed = 0 + per_worker = {} + + async def post(): + nonlocal active, peak, completed + task = asyncio.current_task() + per_worker[task] = per_worker.get(task, 0) + 1 + active += 1 + peak = max(peak, active) + await asyncio.sleep(0) + active -= 1 + completed += 1 + + await benchmark.closed_loop(post, 17, 3) + assert completed == 17 and peak == 3 and active == 0 + assert list(per_worker.values()) == [6, 6, 5] + started = cancelled = 0 + + async def fail(): + nonlocal started, cancelled + started += 1 + if started == 1: + await asyncio.sleep(0) + raise RuntimeError("request failure") + try: + await asyncio.Event().wait() + finally: + cancelled += 1 + + with pytest.raises(ExceptionGroup): + await benchmark.closed_loop(fail, 100, 3) + assert started == 3 and cancelled == 2 + + asyncio.run(check()) + + +def test_blocking_workers_and_failure_cleanup(monkeypatch): + calls = [] + closed = [] + shared_chunks = [] + failing = False + + @contextmanager + def operation(*args, chunks): + index = len(calls) + calls.append(0) + shared_chunks.append(chunks) + active = False + + def post(): + nonlocal active + assert not active + active = True + try: + calls[index] += 1 + time.sleep(0.001) + if failing and index == 0 and calls[index] > 1: + raise RuntimeError("blocking request failure") + return {"status": 200, "protocol": "h1", "response_bytes": 10240} + finally: + active = False + + try: + yield post + finally: + assert not active + closed.append(index) + + monkeypatch.setattr(benchmark, "blocking_operations", operation) + request = { + "payload_bytes": 10240, + "body_kind": "stream", + "protocol": "h1", + "url": "https://127.0.0.1:1", + "requests": 17, + "concurrency": 3, + "warmup": 0, + "samples": 1, + } + result = benchmark.run_blocking_case("requests", request) + assert calls == [7, 7, 6] # One untimed request, then the 6/6/5 batch. + assert closed == [2, 1, 0] + assert all(chunks is shared_chunks[0] for chunks in shared_chunks) + assert result["samples"][0]["seconds"] > 0 + calls.clear() + closed.clear() + failing = True + with pytest.raises(RuntimeError, match="blocking request failure"): + benchmark.run_blocking_case("requests", request) + assert closed == [2, 1, 0] + + +def test_reject_incomplete_or_corrupt_results(): + base = make_document() + invalid = [] + document = copy.deepcopy(base) + document["results"].pop() + invalid.append(document) + document = copy.deepcopy(base) + document["results"].append(copy.deepcopy(document["results"][0])) + invalid.append(document) + for seconds in (0, -1, float("nan"), float("inf")): + document = copy.deepcopy(base) + document["results"][0]["samples"][0]["seconds"] = seconds + invalid.append(document) + for field, value in (("payload_bytes", 1), ("rps", 1), ("total_requests", 1)): + document = copy.deepcopy(base) + document["results"][0][field] = value + invalid.append(document) + document = copy.deepcopy(base) + document["results"][0]["validation"]["protocol"] = "h2" + invalid.append(document) + document = copy.deepcopy(base) + document["results"][0]["rounds"].pop() + invalid.append(document) + document = copy.deepcopy(base) + document["clients"]["wreq"]["native"] = [] + invalid.append(document) + for document in invalid: + with pytest.raises(ValueError): + results.validate_document(document) + + +def test_native_chunk_and_response_validation(): + async def check(): + chunks = (b"a", b"b") + assert [chunk async for chunk in clients.parts(chunks)] == list(chunks) + + asyncio.run(check()) + assert clients.normalize_version("Version.HTTP_11") == "h1" + assert clients.normalize_version("HTTP/2.0") == "h2" + with pytest.raises(ValueError): + clients.normalize_version("HTTP/3") + assert ( + clients.validate_length({"status": 200, "protocol": "h1"}, 5, 5)[ + "response_bytes" + ] + == 5 + ) + with pytest.raises(RuntimeError): + clients.validate_length({}, 4, 5) + + +def test_atomic_output_preserves_previous_result(tmp_path): + output = tmp_path / "latest.json" + document = make_document() + results.write_atomic(output, document, overwrite=False) + previous = output.read_bytes() + assert json.loads(previous) == document + with pytest.raises(FileExistsError): + results.write_atomic(output, document, overwrite=False) + assert output.read_bytes() == previous and list(tmp_path.iterdir()) == [output] + args = benchmark.parse_args(["--server", str(output), "--output", str(output)]) + with pytest.raises(ValueError, match="Refusing to overwrite"): + asyncio.run(benchmark.orchestrate(args)) + assert output.read_bytes() == previous + document["results"][0]["rps"] = float("nan") + with pytest.raises(ValueError): + results.write_atomic(output, document) + assert output.read_bytes() == previous + assert list(tmp_path.iterdir()) == [output] + + +def test_environment_cpu_model_and_platform(monkeypatch): + for system, model in ( + ("Linux", "AMD Ryzen 9 9950X"), + ("Darwin", "Apple M3 Max"), + ("Windows", "Intel Core Ultra"), + ): + with monkeypatch.context() as patch: + patch.setattr(benchmark.platform, "system", lambda: system) + patch.setattr(benchmark.platform, "processor", lambda: "generic processor") + patch.setattr(benchmark.platform, "machine", lambda: "test-arch") + patch.setattr(benchmark.platform, "platform", lambda: f"{system}-test") + patch.setattr(benchmark.os, "cpu_count", lambda: 16) + patch.setattr(benchmark.Path, "exists", lambda _: True) + patch.setattr( + benchmark.Path, "read_text", lambda _: f"model name\t: {model}\n" + ) + commands = [] + + def output(command, **kwargs): + commands.append(command) + assert kwargs["timeout"] == 5 + return model + "\n" + + patch.setattr(benchmark.subprocess, "check_output", output) + info = benchmark.environment_info() + assert info["cpu"] == model and info["cpu_count"] == 16 + assert ( + info["platform"] == f"{system}-test" and info["machine"] == "test-arch" + ) + assert ( + not commands + if system == "Linux" + else commands[0][0] + == ("sysctl" if system == "Darwin" else "powershell.exe") + ) + if system != "Linux": + + def denied(*args, **kwargs): + raise OSError("unavailable") + + patch.setattr(benchmark.subprocess, "check_output", denied) + assert benchmark.environment_info()["cpu"] == "generic processor" diff --git a/bench/test_charts.py b/bench/test_charts.py new file mode 100644 index 00000000..14d4453f --- /dev/null +++ b/bench/test_charts.py @@ -0,0 +1,282 @@ +"""Static SVG exports preserve measured values, capabilities and metadata.""" + +import copy +from itertools import product +import json +import math +from pathlib import Path +import xml.etree.ElementTree as ET + +import pytest + +from bench.charts import write_charts +from bench.clients import CAPABILITIES +from bench.report import LABELS +from bench.test_benchmark import make_document +from bench.workloads import BODY_CASES + +SVG = {"svg": "http://www.w3.org/2000/svg"} +CASE_FIELDS = ("api", "protocol", "body_kind", "concurrency", "payload_bytes") + + +@pytest.fixture +def small_document(): + document = make_document( + { + "clients": ["ry", "requests", "wreq_st", "httpx", "wreq", "wreq_blocking"], + "requests": 10000, + } + ) + for index, cell in enumerate(document["results"], 1): + for sample in cell["samples"]: + sample["seconds"] *= index + for summary in (cell, *cell["rounds"]): + summary["total_seconds"] *= index + summary["rps"] /= index + summary["mbps"] /= index + return document + + +def asset_files(catalog): + return [ + filename + for case in catalog["cases"] + for layouts in case["assets"].values() + for filename in layouts.values() + ] + + +def test_chart_catalog_numeric_values_and_responsive_layout(tmp_path, small_document): + document = small_document + catalog = write_charts(document, tmp_path) + assert catalog["schema_version"] == 1 + assert catalog["source"] == { + "commit": document["source"]["commit"], + "dirty": document["source"]["dirty"], + } + assert catalog["generated_at"] == document["generated_at"] + expected_cases = list( + product(("async", "blocking"), ("h1", "h2"), ("full", "stream"), (2,), (10240,)) + ) + assert [ + tuple(case[field] for field in CASE_FIELDS) for case in catalog["cases"] + ] == expected_cases + filenames = asset_files(catalog) + assert len(filenames) == len(set(filenames)) == 32 + assert set(filenames) == {path.name for path in tmp_path.glob("*.svg")} + measured = { + ( + cell["client"], + cell["protocol"], + cell["body_kind"], + cell["concurrency"], + cell["payload_bytes"], + ): cell["rps"] + for cell in document["results"] + } + for case in catalog["cases"]: + key = ( + f"{case['api']}-{case['protocol']}-{case['body_kind']}" + f"-c{case['concurrency']}-b{case['payload_bytes']}" + ) + scenario = tuple(case[field] for field in CASE_FIELDS[1:]) + assert case["key"] == key and case["title"] + group = [ + client + for client in LABELS + if client in document["clients"] + and CAPABILITIES[client]["api"] == case["api"] + ] + expected_rows = [] + unsupported = [] + for client in group: + rps = measured.get((client, *scenario)) + if rps is None: + unsupported.append(LABELS[client]) + else: + expected_rows.append( + {"client": client, "label": LABELS[client], "rps": rps} + ) + assert case["rows"] == expected_rows + assert case["unsupported"] == unsupported + assert set(case["assets"]) == {"light", "dark"} + for theme, layouts in case["assets"].items(): + assert set(layouts) == {"desktop", "mobile"} + for layout, filename in layouts.items(): + suffix = "-mobile" if layout == "mobile" else "" + assert filename == f"{key}-{theme}{suffix}.svg" + assert Path(filename).name == filename + root = ET.parse(tmp_path / filename).getroot() + width = 440 if layout == "mobile" else 900 + assert root.tag == f"{{{SVG['svg']}}}svg" + assert float(root.attrib["width"]) == width + height = float(root.attrib["height"]) + assert list(map(float, root.attrib["viewBox"].split())) == [ + 0, + 0, + width, + height, + ] + rows = root.findall(".//svg:g[@class='client-row']", SVG) + assert [row.attrib["data-client"] for row in rows] == group + colors = {} + scales = [] + positions = [] + value_positions = [] + for row in rows: + client = row.attrib["data-client"] + label = row.find("svg:text[@class='label']", SVG) + assert label is not None + assert "".join(label.itertext()) == LABELS[client] + bar = row.find("svg:rect[@class='bar']", SVG) + value = row.find("svg:text[@class='value']", SVG) + rps = measured.get((client, *scenario)) + if rps is None: + assert row.attrib["data-status"] == "unsupported" + assert bar is None + assert "N/A" in "".join(row.itertext()) + assert "unsupported" in "".join(row.itertext()) + continue + assert row.attrib["data-status"] == "measured" + assert bar is not None and value is not None + assert ( + bar.attrib["data-client"] + == value.attrib["data-client"] + == client + ) + assert float(bar.attrib["data-rps"]) == rps + assert "".join(value.itertext()) == f"{rps:,.1f}" + positions.append(float(bar.attrib["x"])) + scales.append(float(bar.attrib["width"]) / rps) + colors[client] = bar.attrib["fill"] + value_positions.append(float(value.attrib["x"])) + assert float(bar.attrib["y"]) + float(bar.attrib["height"]) < height + assert float(value.attrib["x"]) > float(bar.attrib["x"]) + float( + bar.attrib["width"] + ) + if layout == "mobile": + assert float(label.attrib["y"]) < float(bar.attrib["y"]) + assert all(position == positions[0] for position in positions) + assert all( + position == value_positions[0] for position in value_positions + ) + assert all( + scale == pytest.approx(scales[0], rel=1e-3) for scale in scales + ) + if "wreq" in colors: + assert colors["wreq"] != colors["wreq_st"] + assert colors["ry"] == colors["httpx"] + assert colors["ry"] not in (colors["wreq"], colors["wreq_st"]) + axis = root.find(".//svg:g[@class='axis']", SVG) + assert axis is not None and float(axis.attrib["data-min"]) == 0 + maximum = float(axis.attrib["data-max"]) + assert maximum >= max((row["rps"] for row in expected_rows), default=0) + ticks = axis.findall("svg:g[@class='tick']", SVG) + values = [float(tick.attrib["data-value"]) for tick in ticks] + assert len(values) >= 2 and values[0] == 0 + assert values[-1] == maximum + assert values == sorted(set(values)) + assert all( + tick.find("svg:line", SVG) is not None + and tick.find("svg:text", SVG) is not None + for tick in ticks + ) + step = values[1] + assert all( + value == pytest.approx(index * step) + for index, value in enumerate(values) + ) + normalized = step / 10 ** math.floor(math.log10(step)) + assert any(normalized == pytest.approx(nice) for nice in (1, 2, 2.5, 5)) + + +def test_chart_metadata_is_escaped_inert_xml(tmp_path, small_document): + document = small_document + document["environment"]["cpu"] = 'CPU ' + document["clients"]["wreq"][ + "version" + ] = '1.0 &' + document["source"]["dirty"] = True + catalog = write_charts(document, tmp_path) + assert catalog["source"]["dirty"] is True + for filename in asset_files(catalog): + text = (tmp_path / filename).read_text(encoding="utf-8") + root = ET.fromstring(text) + assert "<script" in text and "</metadata>" in text + assert all( + element.tag.rsplit("}", 1)[-1] not in {"script", "foreignObject"} + for element in root.iter() + ) + assert all( + not attribute.lower().startswith("on") + for element in root.iter() + for attribute in element.attrib + ) + metadata = root.find("svg:metadata", SVG) + assert metadata is not None + decoded = json.loads(metadata.text) + assert decoded["environment"]["cpu"] == document["environment"]["cpu"] + assert decoded["source"]["commit"] == document["source"]["commit"] + assert decoded["source"]["dirty"] is True + assert ( + decoded["client_versions"]["wreq"] == document["clients"]["wreq"]["version"] + ) + + +def test_invalid_input_writes_nothing_and_repeated_exports_preserve_files(tmp_path): + document = make_document({"protocols": ["h1"], "body_kinds": ["full"]}) + for failure in ("schema", "incomplete", "numeric"): + invalid = copy.deepcopy(document) + if failure == "schema": + invalid["schema_version"] = 2 + elif failure == "incomplete": + invalid["results"].pop() + else: + invalid["results"][0]["rps"] = float("nan") + destination = tmp_path / failure + with pytest.raises(ValueError): + write_charts(invalid, destination) + assert not destination.exists() or not list(destination.rglob("*")) + output = tmp_path / "valid" + output.mkdir() + unrelated = output / "keep.svg" + unrelated.write_text("not a generated chart", encoding="utf-8") + first = write_charts(document, output) + contents = {name: (output / name).read_bytes() for name in asset_files(first)} + second = write_charts(document, output) + assert first == second + assert len(first["cases"]) == 1 and first["cases"][0]["api"] == "async" + assert contents == { + name: (output / name).read_bytes() for name in asset_files(second) + } + assert unrelated.read_text(encoding="utf-8") == "not a generated chart" + + +def test_full_chart_matrix_generates_four_unique_assets_per_case(tmp_path): + document = make_document( + { + "clients": list(LABELS), + "payload_bytes": list(reversed(BODY_CASES)), + "concurrency": [150, 10, 100, 50], + "requests": 300, + } + ) + catalog = write_charts(document, tmp_path) + expected = list( + product( + ("async", "blocking"), + ("h1", "h2"), + ("full", "stream"), + (10, 50, 100, 150), + sorted(BODY_CASES), + ) + ) + assert [ + tuple(case[field] for field in CASE_FIELDS) for case in catalog["cases"] + ] == expected + assert len(catalog["cases"]) == 224 + filenames = asset_files(catalog) + assert len(filenames) == len(set(filenames)) == 896 + assert set(filenames) == {path.name for path in tmp_path.glob("*.svg")} + for filename in filenames: + assert ET.parse(tmp_path / filename).getroot().tag == f"{{{SVG['svg']}}}svg" diff --git a/bench/test_report.py b/bench/test_report.py new file mode 100644 index 00000000..6db7ad1f --- /dev/null +++ b/bench/test_report.py @@ -0,0 +1,329 @@ +"""Static reports and documentation preparation, without network or site builds.""" + +import copy +import importlib.metadata +import json +from pathlib import Path +import re +from types import SimpleNamespace + +import pytest + +from bench import clients, compare, report, results +from bench import async_clients, blocking_clients +from bench.test_benchmark import make_document +from bench.workloads import BODY_CASES +from docs import build +from docs.benchmark_view import render_explorer + + +def docs_root(tmp_path: Path) -> Path: + template = tmp_path / "docs/templates/benchmark.md" + template.parent.mkdir(parents=True) + template.write_text( + (build.ROOT / "docs/templates/benchmark.md").read_text(encoding="utf-8"), + encoding="utf-8", + ) + return tmp_path + + +def test_report_aggregation_and_metadata_escaping(): + document = make_document( + {"clients": list(report.LABELS), "payload_bytes": [10240, 1048576, 4194304]} + ) + text = report.render_markdown(document, "assets/benchmark/latest.json") + for protocol in ("HTTP/1.1", "HTTP/2"): + for kind in ("Full", "Stream"): + assert f"#### {protocol}: {kind} upload" in text + assert "10 KiB" in text and "1 MiB" in text and "4 MiB" in text + assert text.count("| Upload / echo payload") == 8 + assert text.count("Unit: requests/s (RPS, requests per second)") == 8 + assert "### Asynchronous clients" in text and "### Blocking clients" in text + assert "N/A" in text + assert f"{document['results'][0]['rps']:,.1f}" in text + assert "total measured requests divided by total measured time" in text + assert "assets/benchmark/latest.json" in text + document["environment"][ + "cpu" + ] = "|[click](javascript:bad)\n**fake**" + document["clients"]["wreq"]["version"] = "`x`|[fake](bad)" + document["clients"]["wreq"]["response_read"] = "" + document["source"]["repository"] = "javascript:source-repository" + text = report.render_markdown(document) + assert "|[fake]" + after = copy.deepcopy(before) + after["source"].update(commit="d" * 40, dirty=True) + after["generated_at"] = "2026-10-04T00:00:00+00:00" + for metadata in after["clients"].values(): + for native in metadata["native"]: + native["path"] = "/relocated/extension.so" + if metadata["package"] == "wreq": + native["sha256"] = "e" * 64 + metadata["version"] = "2.0" + for cell in after["results"]: + for sample in cell["samples"]: + sample["seconds"] /= 2 + for rate in [cell, *cell["rounds"]]: + rate["total_seconds"] /= 2 + rate["rps"] *= 2 + rate["mbps"] *= 2 + text = compare.render_comparison(before, after) + assert text.count("#### HTTP/") == 8 + assert text.count("| +100.0 |") == len(before["results"]) + assert "16 supported cells" in text and "400 timed requests per cell" in text + assert "d" * 40 in text and "| Yes |" in text + assert "e" * 64 in text and "| 2.0 |" in text + assert "" + catalog = build.write_charts(document, tmp_path) + catalog["cases"][0]["rows"][0]["label"] = '' + catalog["description"] = document["environment"]["cpu"] + content = render_explorer(document, catalog) + assert 'value="blocking" selected' in content and 'value="async"' not in content + assert 'value="h1" selected' in content and 'value="h2"' not in content + assert content.count("data-chart-payload=") == 1 + assert content.count("data-chart-controls hidden") == 2 + assert "