Agent evaluation tools: MLflow vs DeepEval in 2026 Compare MLflow, DeepEval, and Ragas for agent evaluation. Learn why trace-aware scoring beats binary checks on 30M+ monthly downloads. Jul 19, 2026 Marcus Chen 15 min read