// Evaluate & guard
autoevalspy-0.4.0
AutoEvals is a tool for quickly and easily evaluating AI model outputs using best practices.
Open source Maintained For developers
IN ONE PARAGRAPH
autoevals is autoEvals is a tool for quickly and easily evaluating AI model outputs using best practices.
Good for: Developers and teams who want to evaluate & guard.
01How to start
- 1Read the official quick-start (link above).
- 2Install from the official package registry:
pip install autoevalsnpm install autoevals - 3Try it on a small example before wiring it into a project.
02Alternatives & comparison
Compare side by side → promptfoo Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic. ★ 26k openai/evals Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks. ★ 20k deepeval The LLM Evaluation Framework ★ 19k ragas Supercharge Your LLM Application Evaluations 🚀 ★ 16k lm-evaluation-harness A framework for few-shot evaluation of language models. ★ 14k