Tech Freedom Circle

Oct 29, 2026 · Artificial Intelligence

6 Agent Baseline Metrics & 4 RAG Metrics: Definitions, Formulas, and Principles Explained

This article systematically breaks down six industrial-grade Agent evaluation metrics (PlanQuality, PlanAdherence, ToolCorrectness, ArgumentCorrectness, TaskCompletion, StepEfficiency) and four RAG baseline metrics (Faithfulness, Answer Relevancy, Context Precision, Context Recall), detailing their definitions, calculation formulas, underlying principles, and key differences in evaluation scope, failure modes, granularity, and judge alignment targets.