The best bananas for baking are the ones that are really soft and dark brown. They are sweeter and more flavorful, so keep the firm yellow bananas for baking and wait for the bananas to become really ripe before you use them for baking. You can even freeze bananas to use them in baking at another time, then thaw them before using.