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Agricultural leading enterprises in the agricultural industrialization plays an important role, is the core of agricultural industrialization. The level of performance of Agricultural Leading Enterprises will have a direct bearing on the success of agricultural industrialization. In view of this, this paper based on BP neural network model and the traditional AHP to build Heilongjiang Province leading agricultural enterprise performance evaluation system. The results show: built in this paper evaluation system is running well, suitable for Agricultural leading enterprises performance evaluation in Province.