This mini narrative review examines how anaerobic and aerobic athletes differ in their dietary and supplementation needs and how gut microbiota may mediate supplement effects. It concludes that pre- and probiotic supplementation may support gut homeostasis and recovery, but direct evidence for ergogenic effects of probiotics remains limited.