Performance Testing Python Packages

locust

Write scalable load tests in plain Python 🚗💨

rfswarm-agent

Robot Framework Swarm

rfswarm-manager

Robot Framework Swarm

reframe-hpc

A powerful Python framework for writing and running portable regression tests and benchmarks for HPC systems.

locust-grasshopper

a load testing tool extended from locust

mqt-bench

MQT Bench - An MQT Tool for Benchmarking Quantum Software Tools

py-ios-device

IOS Professional Performance Testing Tool . You can get CPU, GPU, Memory , Lifecycle and other metrics from real iOS devices . iOS 性能测试工具

solox

💯SoloX - Real-time collection tool for Android/iOS performance data.（Android性能测试android performance\iOS性能测试ios performance\移动端性能测试mobile performance\APP性能测试app performance\app性能测试工具）

sparkhistogram

Includes notes on using Apache Spark, with drill down on Spark for Physics, how to run TPCDS on PySpark, how to create histograms with Spark. Also tools for stress testing, measuring CPUs' performance, and I/O latency heat maps. Jupyter notebooks examples for using various DB systems.

cerberus-client

Guardian of Kubernetes clusters. Tool to monitor clusters health and signal/alert on failures.

calibrax

Unified benchmarking and profiling framework for the JAX scientific ML ecosystem. Timing, GPU/energy monitoring, FLOPS counting, roofline analysis, statistical testing, regression detection, and CI integration.

llm-benchmark-toolkit

Enterprise-grade LLM evaluation framework | Multi-model benchmarking, honest dashboards, system profiling | Academic metrics: MMLU, TruthfulQA, HellaSwag | Zero fake data | PyPI: llm-benchmark-toolkit | Blog: https://dev.to/nahuelgiudizi/building-an-honest-llm-evaluation-framework-from-fake-metrics-to-real-benchmarks-2b90

perfcounters

Fast and lightweight performance counters library for python

modelbenchx

Lightweight ML inference benchmarking toolkit.

locust-mboutet

Write scalable load tests in plain Python 🚗💨

ncscli

ncscli is the command-line and python interface for Neocortix Cloud Services

touca

Continuous Regression Testing for Engineering Teams

rfswarm-reporter

rfswarm reporter

hstt

HTTP stress testing tool

perftester

Lightweight performance testing in Python

qgate-perf

Performance test generator, part of Quality Gate

client-perf

客户端性能采集与分析工具

testdatatable

A shared data table store for use by testing applications

rungutan

CLI for Rungutan - the first API Load Testing SaaS platform worldwide, 100% Serverless, which helps you simulate workflows to emulate user experience, so it's easier to design workflow oriented strategies.