Sugar Loaf Bay is a bay in the Upernavik Archipelago in the Avannaata municipality in northwestern Greenland. It is an indentation of northeastern Baffin Bay. The name of the bay derives from the name of an island of the same name in the bay, Sugar Loaf Island.