Release high-quality LLM apps quickly without compromising on testing. Never be held back by the complex nature of LLM interactions.

OpenAI Evals remains the leading open-source LLM evaluation framework in late 2025. It features a comprehensive registry of benchmarks, easy YAML templates for custom creation, model-graded scoring, and secure private testing—perfect for reproducible LLM evaluation without data exposure.