> how much would it cost to make a lower power device with the same capabilities?

Probably not much as we could do this mostly in software. Just throw away the bloated layers of abstraction we have to deal with and you get improved power efficiency. (Example: When I visit certain websites my device uses far more power than when I'm watching a movie.)