Benefits of Supplements: Many supplements showed significant benefits in improving aerobic exercise performance, anaerobic performance, power output, speed, endurance, strength, and muscular force.Some supplements (e.g., VITD_PB) also had a positive impact on lactate utilization, inflammation, gut microbiome diversity, and exercise tolerance.Specific Supplements: BA: associated with improvements