We use recent developments in heart rate dynamic estimation to detrend athlete’s heart rate measured during effort tests and study how heart rate variability (HRV) changes during exercise, in a sample of 18 young athletes. RR interval standard deviation decays exponentially with the heart rate, and the decay rate is linked with physical fitness.