First ask how many watts you need and how long you need it for, then list your supply rails their current consumption, and whether or not they need to be regulated.
Its more difficult to keep the losses low in a boost converter than in a buck converter due to the higher current in the switching transistor, so a higher battery voltage than the most loaded supply rail is often desirable.