Innovation is the source of economic growth. As a high-quality micro-subject in China，the innovation ability of listed companies represents the innovation intensity of China to a certain extent. Based on innovation input，innovation output and capital goodwill expenditure and valuation，this chapter evaluates and ranks the innovation scale index and innovation activity index of A-share listed companies in China，and selects high-quality listed companies with strong innovation ability in various industries.