The subjects of this research were six teams which were made of four teams from CPBL (Chinese Professional Baseball League) and two teams from TML (Taiwan Major League) in 2003. By benchmark approach combining with Hypothesis of population mean, it is to find the difference between the champion team of CPBL and other teams of CPBL. Then, it is the purpose of this research, through the results, to help teams of CPBL to train, draft and exchange players. Researcher used the 14th season’s data of Total Average, Fielding Percentage and Earned run Average as a comparison criterion. The results were as follows: 1. Sinon Bulls, Uni-President Lions and Chinatrust Whales all at the even condition with Brother Elephant’s performance. 2. Gida’s ERA of team comparing with Brother Elephant’s were weakest. TA and EPCT of team were weakness. 3. Agan’s TA of team comparing with Brother Elephant’s were weakest. EPCT and ERA of the whole pitchers were weakness.