do butterscotch and caramel taste the same? caramel and butterscotch offer similar flavors but they are not exactly the same. caramel is made using white sugar that is heated, creating a sweet, nutty flavor. butterscotch is made with brown sugar creating a sweet flavor with hints of molasses.