Scalloped potatoes are much simpler. Most scalloped potato recipes call for the potatoes to be baked in a basic cream sauce, and that's it. Potatoes au gratin are a bit more decadent. They are made with lots of cheese sprinkled in between the layers of potatoes and also on top of the casserole.