Abstract: Agricultural industrialization is the innovation and development direction of agricultural management system in our country. It is critical to increase farmers’ income and agricultural transformation in the new age. Applying a full static information game model, this paper investigated the income of farmers from three kinds of agricultural industrialization modes, including leading enterprises, collaborative cooperatives and integrated cooperatives. Results shows that the integrated cooperatives is the optimal agricultural industrialization mode, which can maximize farmers’ revenue. For cooperatives, the differentiated pricing method is better than the average pricing method since the differentiated pricing method can avoid the “free-rider” problem and improve members’ overall benefits. The model of agricultural industrialization will eventually evolve into the integrated cooperatives. To improve production efficiency, this paper suggests that to accelerate and standardize the development of cooperatives and to enhance the quality and safety of agricultural products. The local government should choose a reasonable agricultural industrialization model according to the different stages of agricultural economic development and situation.