The difference between au gratin and scalloped potatoes is the addition of cheese. Scalloped potatoes typically have no cheese, whereas au gratin includes it. That’s not to say you can’t add cheese to your scalloped potatoes or leave it off your au gratin recipe to modify it to your tastes.