Baking soda is pure sodium bicarbonate, whereas baking powder also contains an acid, such as cream of tartar, and cornstarch. Baking soda is a raising agent that contains one or more acid ingredients, such as cocoa powder or buttermilk. Baking powder is better for recipes that contain little or no acid ingredients.