Just a technical note, series/parallel has no effect on the power capability of a battery. This is largely linked to the specific cells chosen (whether it's a high energy or high power chemistry).

I think the confusion comes from associating more current capability (parallel) as meaning more power, but the same applies to voltage anyway, so it's not relevant.