Scalloped potatoes are made with thinly sliced potatoes layered in a casserole dish or skillet and baked with heavy cream or milk. Au gratin potatoes have grated cheese sprinkled between the layers. Another difference is how the potatoes are sliced. The potatoes used in scalloped potatoes are usually cut a little thicker than those in au gratin potatoes.