The best cake is one that is easy to make and enjoyed by all. Typically, a vanilla or chocolate cake are most often served. Vanilla is the best choice when preference of flavor is not known. Vanilla cake can be altered to reflect differing tastes. By adding almond or cardamom to a vanilla cake, it can really change the complexity of flavors.