The key difference between these two classic cocktails is the sweetener. An old-fashioned calls for sugar or simple syrup (aka sugar water) while a Manhattan requires sweet vermouth. Otherwise, they are very similar. Both call for bourbon or whiskey, both are stirred not shaken, and both are delicious!