Calories in food are grouped as fats, alcohol, carbohydrates or proteins. Different nutrients have more or fewer calories packed into the same weight (higher or lower calorie density). Nutrition labels in the US use these rules of thumb: 1  1 gram of fat has 9 calories (kcal)  1 gram of alcohol has 7 calories (kcal)