They are low in fat and protein content and can be cooked in a variety of ways, from the popular fried fries to the baked potatoes. The number of calories in baked potato depends on their size. One medium sized baked potato measuring three inches in diameter will contain about 150 calories. There are several nutrients in baked potato including fiber and important minerals. Get to know about nutritional composition of potato.