The study investigates the reaction time performance variations of 197 athletes based on different stimuli types, categorized by gender, game type, and standard. Results indicate no significant performance difference between male and female athletes, but a significant difference is noted between individual and team game athletes across all tests. Correlation analyses reveal various significant relationships between reaction time scores among different athlete groups.