Watermelon: Health Benefits and Nutritional Information. Despite popular belief that watermelon is made up of only water and sugar, watermelon is actually considered a nutrient dense food, a food that provides a high amount of vitamins, minerals and antioxidants for a low amount of calories. Watermelons have become synonymous with summer and picnics, and for good reason.