The US credit rating industry has become more competitive since 2006. Different types of assets have varying levels of accuracy in their ratings, but all credit rating agencies perform similarly in terms of quality. Whether an investor or issuer pays for the rating does not affect its accuracy. Market share of credit rating agencies is negatively correlated with rating accuracy, showing the importance of increasing competition in the industry.