Wine contains tannins, a natural substance obtained from grape hides. So how many does the average wine lover really might want? This allows for the actual concentration of champagne's delicate bouquet. This wine runs the gamut of dry to sweet and can produce flavors of melon, pear, apple and vanilla flavouring. The calories in wine come from carbohydrates (4 calories/gram) and alcohol (7 calories/gram).