Gingerbread tends to be flavored with molasses, cinnamon, ginger, and cloves. Ginger cake has a more pronounced ginger flavor, often using fresh ginger to bring out the distinct flavor. Gingerbread is often baked in a loaf pan, while the ginger cake is baked in a round cake pan, sometimes in double layers and frosted.