Toned milk contains 3% fat and is diluted with skim milk powder and water for easier digestion Low-fat milk has 0.5-1.5% fat, fewer calories, and is preferred for weight loss and cholesterol control Toned milk retains calcium and protein but may have nutrient loss due to dilution quality concerns