Context Precision

Context precision is a RAG evaluation metric that measures whether the retrieved documents an agent was given actually contain the information needed to answer the query — as opposed to returning many irrelevant chunks that increase noise and token cost. High context precision leads to more accurate agent responses at lower cost.