The accurate prediction on airline passenger flow plays an important role in sales policy for aviation enterprises. Based on the data of Sanya-Beijing route of a particular airline in 6 years, this paper uses the regression analysis, gray forecast method to analyze the passenger flow in 2016.The result shows the Grey forecasting method of airline passenger flow forecasting is more accurate than others, which sets a significantly guiding model for airlines sales policies.