The development of higher vocational education is inseparable from a country's economic and social development and industrial structure development. Strengthening scientific evaluation of the development status of higher vocational education is an important prerequisite and foundation for scientifically promoting the development of higher vocational education. Educational evaluation is an effective scientific method for discovering the shortcomings of institutions' development and promoting their improvement. Based on this, it is important to construct a systematic, rich, measurable, forward-looking and robust as an evaluation index system. This paper uses a combination of subjective expert scoring and objective AHP hierarchical analysis to construct an evaluation system for higher vocational institutions, and comprehensively analyses the relative strength indicators and relative weakness indicators of each vocational institution, with a view to helping relevant institutions understand their overall development situation more comprehensively and objectively, and promoting the sustainable development of higher vocational education.