The primary source of energy for high-intensity exercise is carbohydrates. During such activities, the body relies on glycogen stored in muscles and the liver to fuel performance. Carbohydrates metabolize quickly and efficiently, allowing for rapid energy release compared to fats and proteins, which is essential for sustaining high energy output.