The difference between old fashioned gingerbread recipe and ginger cake is the ingredients. Gingerbread Cake is flavored with warm spices such as ginger, cinnamon and cloves as well as molasses. Ginger Cake main ingredient is the ginger spice. The ginger cake usually doesn't have molasses in it.