The contribution of cardio-respiratory endurance and strength to elite performance in swimming has been quantitated in a unit of training termed the Training Impulse (TRIMP). The Training Impulse has been used to construct a model for predicting performance in swimming based upon the degree of balance between fitness and fatigue that training engenders.