As an important part of colleges and universities, student party members are the foundation of the development of colleges and universities and the progress of society. Although the development of college student party members has made some progress in recent years, there are still some problems. Based on this situation, this paper studies the quantitative evaluation index system of college student party members based on AHP, and analyzes the quantitative evaluation index of student party members and the weight of each level of index. Among the factors of constraint level B, the largest learning evaluation weight (5.3991) has become an important factor affecting the quantitative evaluation of college student party members. Sub Constraint Level C contains 17 secondary indexes Among them, the weight of daily performance evaluation (0.1906) is the largest, which has become the primary factor affecting the quantitative evaluation of college student party members.