This study proposed a set of capability indices in order to realize the performance of individual and integrated skills for the players and teams. We illustrated the capability indices by analyzing the data from the first SBL basketball season in Taiwan. According to the result of Pearson's correlation analysis, it confirmed that the capability index is highly positively correlated with the winning rate. In addition, we used one-way ANOVA to analyze the capability index of each team. The results showed significant difference in score, assistance, and turn-over. Furthermore, we adopted the posterior comparison of the Scheffe's method and found that there is significant difference in score capability index between Yulon team and Taiwan Bank team. BCC team was more efficient in assistance than Taiwan Bank team. The results indicate that more experienced teams performed better in organizing and carrying out tactics than less experienced teams As for the turn-over, the Taiwan Beer team was evidently worse than other teams, especially inferior to Yulon team.