With the further enhancement of interest rate liberalization reform in China, the competitiveness of China's commercial banks is getting more and more attention. This paper studies how to scientifically evaluate the bank competitiveness problem, by using the annual reports 2014 of 13 listed banks in Shanghai exchange. Based on the CAMELS rating, this paper gained the competitiveness of these 13 listed banks, through the analysis of appropriate data by principal component analysis.