These cookies use cream of tartar and baking soda instead of baking powder. While you can use 1 ½ teaspoon of baking powder with ½ teaspoon of baking soda instead, the true flavor of a snickerdoodle comes with the addition of cream of tartar. It adds tartness as well as softness to the cookies and increases the power of leavening in the cookies.