Carrot cake and spice cake both have a lot of similar spices (warming spices like cinnamon, cloves, or nutmeg). However, carrot cake also has shredded carrots, while this version of spice cake has a boiled raisin mixture. Carrot cakes are often made in to a layer cake, while spice cakes are usually made in a sheet pan or bundt pan.