Abstract: To judge the driver's propensity, reflection judgment index, driving operation index, and driving record index are combined to establish the driver's propensity comprehensive evaluation model. A fuzzy evaluation matrix is constructed based on the multi-level comprehensive evaluation theory in fuzzy mathematics, and then applied to driver's propensity comprehensive judgment. The proposed model is exemplified on real case and calculation. The results show the rationality and practicality of the proposed method.