In order to better evaluate the missile quality based on missile test data, in the aspect of standardization of missile test data processing, a more reasonable normalized data value is obtained by combining nominal data, historical data and average data for the test data of analog type. In the aspect of weight calculation of test module, a comprehensive analysis algorithm combining analytic hierarchy process (AHP) and entropy weight method is adopted. Reasonable normalized test data value and test module weight value lay a good data foundation for subsequent missile quality status assessment.