Corn casserole is called different things. It can be referred as Cream Corn Casserole, Corn Pudding, or Corn Souffle. It is usually a side dish that served during the Thanksgiving holiday and always a crowd pleaser. The main difference between corn casserole and corn pudding is the ingredients. Corn Pudding using cornmeal as the main ingredient it also doesn't contain no added sugar or butter.