The primary nutrients responsible for energy metabolism in the body are carbohydrates and fats. Carbohydrates are typically the body's preferred source of energy during high-intensity activities, while fats serve as a significant source of fuel during prolonged, lower-intensity exercise. Both macronutrients are essential in supporting physical activity and maintaining overall energy balance for optimal health and performance.