Read labels on muffins. A bran muffin may not even contain whole-wheat flour, and may have excessive amounts of eggs, butter, and oil, as well as sugar, honey, and other sweeteners. Some have more than 20 grams of fat - as much as a Big Mac - and more than 500 calories.