Best AI Agent Evaluation Frameworks in 2026

7 LLM Evaluation Metrics That Predict Production Quality

Most LLM eval frameworks track the wrong metrics. These 7 — from faithfulness to token efficiency — are the ones that correlate with whether an AI feature actually works in production.