Help selecting battery please?

Ok last question. I am going to be using the switching voltage regulator. Now what would give me better results if I buy the a 6v 4ah battery or a 12v 4ah battery? If I understand correctly they both gana give me the same amount of ah regardless of the voltage. So is it just more efficient to use the 6v battery then?