Abstract: In order to understand the level of miners’ safety behavior ability, based on the influencing factors of safety behavior, the comprehensive evaluation index system is proposed from the aspects of safety physiology， personality psychology and safety ability. We used ANP（Analytic Network Process） and grey correlation analysis to carry out comprehensive evalution. First， we established the network model of index system through ANP and use SD（super decision） software to calculate the global weight of each factor; then, from the point of view of individual safety behavior of miners， 5 miners were randomly selected to obtain the evaluation data, and the correlation coefficient was calculated by using the grey correlation method; finally, the weighted incidence degree is calculated with the weight and the correlation coefficient. The results show that the model can show the actual safety behavior ability of the evaluation object.