Altitude training improves endurance athletes' performance by increasing red blood cell count and improving oxygen delivery to muscles. Over time, this leads to better aerobic capacity, stamina, and performance at lower altitudes. It helps athletes adapt to lower oxygen environments, enhancing long-term endurance and recovery.