DeepEval

Looking for a tool like DeepEval (Pytest-style open-source framework for testing LLM apps)? Below are 6 AI tools people use as an alternative to DeepEval, ranked by leaderboard position. Each one is approved by our editors and worth comparing before you decide.

Deepchecks

Testing and validation for ML and LLM systems

Report

Promptfoo

Open-source CLI for testing and red-teaming LLM prompts

Report

Giskard

Open-source vulnerability scanning for LLMs and ML models

Report

TruLens

Open-source evaluation and tracking for LLM experiments

Report

Ragas

Open-source evaluation framework for RAG pipelines

Report

Braintrust

Evaluation and observability for AI apps in production

Report