Taste: Xylitol has a taste similar to sugar, while stevia can have a slightly bitter aftertaste. If taste is a priority for you, xylitol may be the better choice. Blood Sugar Levels: If you have diabetes or are watching your blood sugar levels, stevia is a better option as it does not raise blood sugar levels.