Python Benchmarking

Open-source Python projects categorized as Benchmarking

Top 19 Python Benchmarking Projects

  • locust

    Write scalable load tests in plain Python 🚗💨

    Project mention: Protegendo APIs da Esquerda para a Direita (e em td no meio do caminho) [Tradução +/- Comentada] | | 2024-02-17
  • Merlion

    Merlion: A Machine Learning Framework for Time Series Intelligence

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  • benchmark_VAE

    Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)

  • pytest-benchmark

    py.test fixture for benchmarking code

    Project mention: Pinpoint performance regressions with CI-Integrated differential profiling | | 2023-10-23


  • pyperf

    Toolkit to run Python benchmarks


    CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms (by carla-recourse)

  • fastero

    Python timeit CLI for the 21st century! colored output, multi-line input with syntax highlighting and autocompletion and much more!

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  • ferret

    A python package for benchmarking interpretability techniques on Transformers. (by g8a9)

    Project mention: [R] Introducing ferret, a new Python package to streamline interpretability on Transformers | /r/MachineLearning | 2023-04-19

    Feel free to visit our repo and doc to find handy tutorials and our feature release plan.

  • Xpedite

    A non-sampling profiler purpose built to measure and optimize performance of C++ low latency/real time systems

    Project mention: Google/orbit – C/C++ Performance Profiler | | 2024-02-11

    Can anyone suggest a good non-sampling profiler for low latency apps? The only one I can think of is but it's not even clear that it is being maintained anymore.

  • python-benchmark-harness

    A micro/macro benchmark framework for the Python programming language that helps with optimizing your software.

  • ycecream

    Sweeter debugging and benchmarking Python programs.

  • toml-bench

    Which toml package to use in python?

    Project mention: Toml-bench – Which toml package to use in Python? | | 2023-09-02
  • pytest-codspeed

    Pytest plugin to create CodSpeed benchmarks

    Project mention: Pinpoint performance regressions with CI-Integrated differential profiling | | 2023-10-23

    pytest-codspeed, plugin for pytest

  • cloud_benchmarker

    Cloud Benchmarker automates performance testing of cloud instances, offering insightful charts and tracking over time.

    Project mention: Show HN: Cloud Benchmarker: See how fast your cloud instances are for real | | 2023-10-11
  • api-performance-tests

    Benchmarking Litestar vs other ASGI API framework

  • ExpensiveOptimBenchmark

    Benchmarking Surrogate-based Optimisation Algorithms on Expensive Black-box Functions

  • paragon

    A lightweight command line benchmarking utility (by terror)

  • PyBench

    Easy python benchmarking (by Lenochxd)

  • hat

    TOML-annotated C header file format for packaging binary files, from Microsoft Research (by microsoft)

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2024-02-17.

Python Benchmarking related posts


What are some of the best open-source Benchmarking projects in Python? This list will help you:

Project Stars
1 locust 23,503
2 Merlion 3,248
3 benchmark_VAE 1,667
4 pytest-benchmark 1,187
5 pyperf 722
6 CARLA 263
7 fastero 232
8 ferret 202
9 Xpedite 148
10 python-benchmark-harness 147
11 ycecream 51
12 toml-bench 49
13 pytest-codspeed 39
14 cloud_benchmarker 31
15 api-performance-tests 30
16 ExpensiveOptimBenchmark 18
17 paragon 13
18 PyBench 7
19 hat 6
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives