Calorie needs increase during pregnancy to support the baby’s growth and the mother’s changing body. However, the exact increase varies depending on factors like pre-pregnancy weight, activity level, and stage of pregnancy. On average, women may need an extra 300-500 calories per day during the second and third trimesters.