The article analyzes the financial performance of 58 listed pharmaceutical companies in China using factor analysis. By evaluating 14 key indicators, the study identifies 5 main factors that measure the companies' financial performance. This approach helps in understanding the competitiveness of the pharmaceutical industry and guides companies in developing effective strategies. The research shows how these companies have performed over the past three years, providing valuable insights for the industry's future direction.