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

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.

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.

rfswarm-reporter

RFSwarm Reporter

cerberus-client

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

perftester

Lightweight performance testing in Python

client-perf

全平台客户端性能工具，支持多系统，采集多指标，提供可视化与报告导出。Cross-platform client performance tool, supports multi-systems, collects metrics, provides visualization and report export.

ncscli

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

touca

Touca SDK for Python

locust-mboutet

Write scalable load tests in plain Python 🚗💨

qgate-perf

Performance test generator, part of Quality Gate

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

modelbenchx

Lightweight ML inference benchmarking toolkit.

perfcounters

Easily add performance counters to your code

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.

testdatatable

A shared data table store for use by testing applications

pyidevice

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