Purpose: The current study investigated the historical competitiveness between the Chinese Taipei and Japan men's basketball teams. The study investigated how the Japan team has increased its competitiveness to Olympic levels and highlighted the valuable lessons that the Chinese Taipei team can draw from this change. Methods: This study focused on the Chinese Taipei and Japan men's basketball teams. Data regarding player height, weight, and age were collected as evaluation indicators. Data visualization was used for a data analysis, and three-dimensional matrices were used to demonstrate the attributes of each player on the investigated teams. Results: A notable gap has developed between the Chinese Taipei and Japan men's basketball teams between 2013 and 2022. Compared with the Chinese Taipei team, the Japan team has numerous mixed-race and naturalized players, and the overall condition of the players is more favorable. Conclusion: The Japan team has focused on gaining mixed-race and naturalized players. The physical attributes of players are an essential determinant of a team's competitiveness. Mixed-race and naturalized players with notable physical attributes should be selected for the forward group within a basketball team. Originality/value:1. Data visualization was used to compare the data of players. 2. A three-dimensional strategy matrix was used to evaluate the attributes of players.