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 - A Tool for Benchmarking Quantum Software Tools

pg-perf-bench

Reproducible PostgreSQL benchmarks with environment evidence and self-contained HTML reports

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）

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.

aquamind

LLM 应用在并发阶梯负载下的质量变化判定工具（建设中） —— 回答 "这个下降是不是真的"。

rfswarm-reporter

Robot Framework Swarm

locomotive

Load and regression performance testing for CI/CD pipelines

qgate-perf

Performance tests under quality gate solution (for python code).

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.

locust-mboutet

Write scalable load tests in plain Python 🚗💨

loadforge

Python load testing framework with realistic traffic patterns, a multi-core engine, percentile-accurate metrics, a live dashboard and HTML reports.

perftester

A lightweight Python package for performance testing of Python functions.

cerberus-client

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

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

ncscli

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

benchmatrix

Build trustworthy pytest-benchmark matrices, collect repeated runs, and detect performance regressions

touca

Continuous Regression Testing for Engineering Teams

ebomb

Open-source Python CLI tool for benchmarking email server resilience, inbox rate-limiting, and spam filter behavior (SpamAssassin, Rspamd) under high-volume load. Automates concurrent subscription flows with multi-threading and SOCKS5/Tor proxy support for QA engineers, sysadmins, and authorized security auditing.