With the increasing demand of fresh agricultural products, many scholars have paid more and more attention to the study of performance of fresh agricultural products supply chain. Based on the running effect, operating costs and service quality of fresh agricultural products supply chain, this paper establishes the performance evaluation index system. Then, the paper uses Analytic Hierarchy Process and Fuzzy Comprehensive Evaluation Method to construct a performance evaluation system. The empirical analysis shows that the method is effective.