Basically, the size. The dough is typically the same, with cookies being baked in small rounds on a baking sheet while a cookie cake is baked in a large round pan or skillet. The texture can be a bit different too… because of that size difference! Cookie cakes tend to be softer and chewier since there’s more of the “center” to go around.