pytest-codspeed

Python Version

Pytest plugin to create CodSpeed benchmarks

Documentation: https://codspeed.io/docs/reference/pytest-codspeed

Installation

pip install pytest-codspeed

Usage

Creating benchmarks

In a nutshell, pytest-codspeed offers two approaches to create performance benchmarks that integrate seamlessly with your existing test suite.

Use @pytest.mark.benchmark to measure entire test functions automatically:

import pytest
from statistics import median

@pytest.mark.benchmark
def test_median_performance():
    input = [1, 2, 3, 4, 5]
    output = sum(i**2 for i in input)
    assert output == 55

Since this measure the entire function, you might want to use the benchmark fixture for precise control over what code gets measured:

def test_mean_performance(benchmark):
    data = [1, 2, 3, 4, 5]
    # Only the function call is measured
    result = benchmark(lambda: sum(i**2 for i in data))
    assert result == 55

Check out the full documentation for more details.

Testing the benchmarks locally

If you want to run the benchmarks tests locally, you can use the --codspeed pytest flag:

$ pytest tests/ --codspeed
============================= test session starts ====================
platform darwin -- Python 3.14.0, pytest-7.4.4, pluggy-1.5.0
codspeed: 4.2.0 (enabled, mode: walltime, timer_resolution: 41.7ns)
rootdir: /home/user/codspeed-test, configfile: pytest.ini
plugins: codspeed-4.2.0
collected 1 items

tests/test_sum_squares.py .                                    [ 100%]

                         Benchmark Results
┏━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━┳━━━━━━━━┓
┃     Benchmark  ┃ Time (best) ┃ Rel. StdDev ┃ Run time ┃ Iters  ┃
┣━━━━━━━━━━━━━━━━╋━━━━━━━━━━━━━╋━━━━━━━━━━━━━╋━━━━━━━━━━╋━━━━━━━━┫
┃test_sum_squares┃     1,873ns ┃        4.8% ┃    3.00s ┃ 66,930 ┃
┗━━━━━━━━━━━━━━━━┻━━━━━━━━━━━━━┻━━━━━━━━━━━━━┻━━━━━━━━━━┻━━━━━━━━┛
=============================== 1 benchmarked ========================
=============================== 1 passed in 4.12s ====================

Running the benchmarks in your CI

You can use the CodSpeedHQ/action to run the benchmarks in Github Actions and upload the results to CodSpeed.

Here is an example of a GitHub Actions workflow that runs the benchmarks and reports the results to CodSpeed on every push to the main branch and every pull request:

name: CodSpeed

on:
  push:
    branches:
      - "main" # or "master"
  pull_request: # required to have reports on PRs
  # `workflow_dispatch` allows CodSpeed to trigger backtest
  # performance analysis in order to generate initial data.
  workflow_dispatch:

jobs:
  benchmarks:
    name: Run benchmarks
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v5
      - uses: actions/setup-python@v6
        with:
          python-version: "3.14"

      - name: Install dependencies
        run: pip install -r requirements.txt

      - name: Run benchmarks
        uses: CodSpeedHQ/action@v4
        with:
          mode: simulation # or `walltime`
          token: ${{ secrets.CODSPEED_TOKEN }}
          run: pytest tests/ --codspeed

Metadata

Release files for pytest-codspeed 5.0.3

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for pytest-codspeed 5.0.3
File	Size	Uploaded	Provenance
pytest_codspeed-5.0.3.tar.gz	324.6 kB	May 22, 2026	Without provenance	Details

Built distributions (wheels)

Table of built distributions (wheels) for pytest-codspeed 5.0.3
File	Interpreter	ABI	Platform	Reset
pytest_codspeed-5.0.3-py3-none-any.whl 74.0 kB May 22, 2026 Without provenance	Python 3	none	any	Details
pytest_codspeed-5.0.3-cp315-cp315t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 934.5 kB May 22, 2026 Without provenance	CPython 3.15	CPython 3.15 free-threading	Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64	Details
pytest_codspeed-5.0.3-cp315-cp315t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 933.1 kB May 22, 2026 Without provenance	CPython 3.15	CPython 3.15 free-threading	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
pytest_codspeed-5.0.3-cp315-cp315t-macosx_11_0_arm64.whl 366.3 kB May 22, 2026 Without provenance	CPython 3.15	CPython 3.15 free-threading	macOS 11.0+ ARM64	Details
pytest_codspeed-5.0.3-cp315-cp315-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 934.2 kB May 22, 2026 Without provenance	CPython 3.15	CPython 3.15	Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64	Details
pytest_codspeed-5.0.3-cp315-cp315-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 932.5 kB May 22, 2026 Without provenance	CPython 3.15	CPython 3.15	Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64	Details
pytest_codspeed-5.0.3-cp315-cp315-macosx_11_0_arm64.whl 366.3 kB May 22, 2026 Without provenance	CPython 3.15	CPython 3.15	macOS 11.0+ ARM64	Details
pytest_codspeed-5.0.3-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 935.5 kB May 22, 2026 Without provenance	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64	Details
pytest_codspeed-5.0.3-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 933.2 kB May 22, 2026 Without provenance	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
pytest_codspeed-5.0.3-cp314-cp314t-macosx_11_0_arm64.whl 366.3 kB May 22, 2026 Without provenance	CPython 3.14	CPython 3.14 free-threading	macOS 11.0+ ARM64	Details
pytest_codspeed-5.0.3-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 935.0 kB May 22, 2026 Without provenance	CPython 3.14	CPython 3.14	Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64	Details
pytest_codspeed-5.0.3-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 932.4 kB May 22, 2026 Without provenance	CPython 3.14	CPython 3.14	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
pytest_codspeed-5.0.3-cp314-cp314-macosx_11_0_arm64.whl 366.3 kB May 22, 2026 Without provenance	CPython 3.14	CPython 3.14	macOS 11.0+ ARM64	Details
pytest_codspeed-5.0.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 934.9 kB May 22, 2026 Without provenance	CPython 3.13	CPython 3.13	Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64	Details
pytest_codspeed-5.0.3-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 932.4 kB May 22, 2026 Without provenance	CPython 3.13	CPython 3.13	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
pytest_codspeed-5.0.3-cp313-cp313-macosx_11_0_arm64.whl 366.3 kB May 22, 2026 Without provenance	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details
pytest_codspeed-5.0.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 934.9 kB May 22, 2026 Without provenance	CPython 3.12	CPython 3.12	Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64	Details
pytest_codspeed-5.0.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 932.3 kB May 22, 2026 Without provenance	CPython 3.12	CPython 3.12	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
pytest_codspeed-5.0.3-cp312-cp312-macosx_11_0_arm64.whl 366.3 kB May 22, 2026 Without provenance	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
pytest_codspeed-5.0.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 934.9 kB May 22, 2026 Without provenance	CPython 3.11	CPython 3.11	Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64	Details
pytest_codspeed-5.0.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 932.5 kB May 22, 2026 Without provenance	CPython 3.11	CPython 3.11	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
pytest_codspeed-5.0.3-cp311-cp311-macosx_11_0_arm64.whl 366.3 kB May 22, 2026 Without provenance	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
pytest_codspeed-5.0.3-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 934.6 kB May 22, 2026 Without provenance	CPython 3.10	CPython 3.10	Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64	Details
pytest_codspeed-5.0.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 932.2 kB May 22, 2026 Without provenance	CPython 3.10	CPython 3.10	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
pytest_codspeed-5.0.3-cp310-cp310-macosx_11_0_arm64.whl 366.2 kB May 22, 2026 Without provenance	CPython 3.10	CPython 3.10	macOS 11.0+ ARM64	Details
pytest_codspeed-5.0.3-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 934.4 kB May 22, 2026 Without provenance	CPython 3.9	CPython 3.9	Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64	Details
pytest_codspeed-5.0.3-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 932.1 kB May 22, 2026 Without provenance	CPython 3.9	CPython 3.9	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
pytest_codspeed-5.0.3-cp39-cp39-macosx_11_0_arm64.whl 366.2 kB May 22, 2026 Without provenance	CPython 3.9	CPython 3.9	macOS 11.0+ ARM64	Details

Total release size: 20.5 MB

Release files / pytest_codspeed-5.0.3.tar.gz

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Release files / pytest_codspeed-5.0.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

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Release files / pytest_codspeed-5.0.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

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Release files / pytest_codspeed-5.0.3-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

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Release files / pytest_codspeed-5.0.3-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

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