#ArizePhoenix

October 3, 2026 · tau

Open-Source LLM Evaluation and Testing Tools That Check Whether Your AI Actually Works

A roundup of essential open-source tools — DeepEval, Promptfoo, Ragas, Opik, and Arize Phoenix — for hallucination checks, RAG quality measurement, execution tr