It depends on your definition of "better." Both potatoes and parsnips offer their own beneficial set of vitamins and minerals. However, if you're counting calories, parsnips have slightly fewer calories than potatoes and are higher in fiber. Conversely, if you're watching your carbs, parsnips are higher in carbohydrates and lower in protein than potatoes.