Buck is usually a bit more efficient, all else being equal - but the difference is small and the added complexity of charging multiple cells probably favors a 1S battery. If possible, try to skip the boost and run your project straight off the battery - that both improves the efficiency and saves you the quiescent current of the boost converter.