Companies set the highest standards of working together throughout the supply chain to create value and sustainable competitive advantage. Trust plays a most important role in the cooperation of supply chain. This study provided an effective method to evaluate the priorities on factors for partnership in supply chain. The factors which affect the trust partnership were setup and an evaluation model was built. Analytic Network Process was used to compute the priority of factors.