This article explores nutritive sweeteners with fewer calories than sugar, focusing on sugar alcohols, natural sweeteners, and their functional roles in food, beverage, and healthcare products. It highlights their benefits in calorie reduction, blood glucose control, dental health, and formulation performance. Additionally, it considers industry trends, innovations, and sustainability, illustrating how these sweeteners meet rising consumer demand for healthier, low-calorie solutions.