Taiwan's government has been carrying out an acceleration of financial liberalization and globalization in recent years. To this end, the government has allowed the banking industry to open up and overseas banks to establish branches in Taiwan. The government's control over banking has loosened. The Ministry of Finance relaxed its restrictions and commercial banks are continually being established. The main focus of this paper is the commercial banks that adopted the order for trust and investment corporations to convert to commercial banks; that is, to ascertain the performance of trust and investment corporations that converted into commercial banks, to help managers find the source of problems in their work, and to serve as a reference to those trust and investment corporations that have not yet converted. In the past, banking performance was evaluated according to analyses of their financial statements; however, but this method only took past and present operations into account, and lacked measurements of invisible capital such as industry growth, commercial product development, and human relations. This paper uses Grey Relation Analysis to select financial ratios and intellectual capital indices, with the aim of establishing a framework for banking performance. The results show that, if a trust and investment corporation's capital is sufficiently large, its conversion does not have much influence on its performance. In addition, the intellectual capital of a bank is closely correlated to its capital and age, but it does not have any influence on performance of a bank.