In the field of supply chain coordination and integration, how to evaluate the performance of supply chain is more concerned. The multidimensional indicators system includes 24 indexes and is constructed here form the point of six aspects, that is, products’ competitiveness, partners’ ability, financial value, supply chain operations, customer satisfaction, and sustainable development. Finally, the supply chain performance is evaluated by the method of FAHP. The combination of quantitative and qualitative index and the application of fuzzy-number make the evaluation systems more reasonable. The indicators system is proved to be comprehensive, which has practice significance to the research of supply chain performance.