Both are classic French Tea Cakes, but are different both in taste and shape. The financiers only use egg whites and no raising agent like baking powder while Madeleines use whole eggs and baking powder. Although the most traditional Financiers have a long, rectangular shape, they can be baked using many other small cake tins like a round muffin pan. Madeleines are always baked in a madeleine pan.