In order to reduce the subjective one-sided influence of empowerment process of the traditional hierarchical analysis method, a comprehensive AHP(analytic hierarchy process) and Arena simulation modeling technology was proposed to evaluate the efficiency of the allocation of UAV(unmanned aerial vehicle) training resources. Based on flight training process analysis, the factors influencing the efficiency of training resource allocation and efficiency evaluation index were determined, a hierarchical comprehensive evaluation system was established, and the comprehensive evaluation steps of AHP-Arena were summarized. Arena modeling software was used to realize the dynamic simulation system of the training process and verify the validity, the single-variable numerical simulation method and the mean variance decision-making method were used to complete the objective empowerment of the influencing factors, and the comprehensive evaluation coefficient was obtained by linear weighting comprehensive method, so as to implement resource allocation efficiency evaluation and selection of the optimal program.The practical application shows the effectiveness of the method. Meanwhile, this method can be extended to other similar training processes, and can also provide references for other multi-factor multi-indicator evaluation decision-making processes.