There is no difference in baking soda and cooking soda. ... Baking soda functions as a leavening agent, which means it causes baked goods to rise. Sodium bicarbonate reacts with acidic ingredients in the recipe like yogurt, chocolate, buttermilk or honey, in a chemical reaction that produces carbon dioxide bubbles.