Yellow peaches are best for pies. Firmer flesh of yellow peaches will soften when baked, but still hold their shape in a pie. White varieties will soften and turn to mush. The acidity of yellow peaches is also preferred because it balances out the sweetness, keeping the pie from being overly sweet.