Purpose: This purpose of this case study was to analyze the match performance of a division B college table tennis player as the basis of the training program in order to improve the future match performances. Method: The reported study analyzed the performance of 4 different table tennis matches (3:0, 3:2, 2:3, 0:3) of a division B college player (non-elite player) by way of notational analyses based on the play-back videos. The Chi-square tests were used to examine the scoring pattern of the player based on the nature of the matches. Results: The results showed that the well-matched competitions demonstrated a typical effect of scoring performance of stroke types and the number of strokes used whereas the serve-and-attack tactic was only observed in the winning match (3:0). Therefore, these results seem to indicate that the nature of matches (win/loss or close/unbalanced) affects the result of performance analyses. Conclusion: The findings indicate that the nature of matches (win/loss or close/unbalanced) affects the result of performance analyses. Future research should not only focus on increasing the number of matches, but also try to incorporate the classification method as introduced here. Finally, studies of performance analyses should take into consideration of the nature of the matches in order to more closely delineate the match performance of the player.