Cakes, pies, cookies, donuts and snack bars are baked goods that contain the most sucrose. For example, a slice of fruit cake contains about 23 grams of sucrose, a typical chocolate chip cookie contains 1 gram and a breakfast bar has about 12 grams. Baked goods that also contain chocolate, maple syrup or processed honey are likely to be the highest in sucrose.