By analyzing the theory of the origin of Hakka sports culture, the characteristics of Hakka sports culture are summarized. Based on the principle of evaluation index system construction, the evaluation indexes of Hakka sports culture are initially formulated, and the coefficient of variation is used for screening to finalize the evaluation index system of Hakka sports culture, which consists of 4 first-level indexes and 13 second-level indexes. Based on the scale table, the indicators are compared two by two, the corresponding judgment matrix is constructed, and the judgment matrix is normalized by using the fuzzy hierarchical analysis algorithm to get the evaluation indicator weight values, and the consistency test is conducted on its weight values. According to the steps of the fuzzy comprehensive evaluation, a set of evaluation phrases is formulated to verify and analyze the evaluation model of Hakka sports culture. The results show that the sports behavior culture (0.3461) > sports material culture (0.2456) > sports institutional culture (0.2285) > sports spiritual culture (0.1798), while the comprehensive evaluation analysis result of Hakka sports culture is 3.3707, and the comprehensive evaluation grade of Hakka sports culture in the region is in the range of average to good, and summarizes the innovation effect of Hakka sports culture. The development of Hakka sports culture is promoted by this study, as well as the value and influence of China’s excellent national traditional culture.