As Ryan says, “coffee is coffee is a complex mixture of chemicals” (2005). Caffeine is an effective ergogenic — something that improves athletic performance — it spares muscle glycogen and delays fatigue. For more on caffeine.Coffee also contains phytochemical compounds called chlorogenic acids, an important group of biologically active and antioxidant dietary phenols.