*Grape or cherry tomatoes?: You can use either in this recipe, because the only difference is their shape and size. Grape tomatoes are shaped like grapes, and cherry tomatoes are shaped like cherries, though sometimes a little larger. You may have to quarter your cherry tomatoes rather than simply slice them in half, depending on how "bite-size" you want them.