Comparative physiology study examining gender differences in marathon-relevant metabolic parameters in 100 matched male/female marathon runners. Females showed superior fat oxidation at moderate intensities but higher reliance on carbohydrates at marathon pace. Differences in body composition, hormone levels, and substrate utilization patterns suggest gender-specific fueling strategies may optimize performance. Training adaptations showed similar patterns between genders.