You might a cupcake without frosting is called a muffin, but it's not!. While you don't typically see a cupcake without frosting, a cupcake without frosting is still a cupcake. Cupcakes will contain more fats and sugars than a muffin. Cupcakes are mini versions of larger cakes. Large cakes without frosting are still cakes.