I don't notice a difference in battery life with my reader either.
But, I think it might depend on the SD card. I have a phone that takes mini-SD cards. When I put one in it, I definitely noticed a significant decrease in the battery life of my phone.l I changed to a different mind-SD card, and the battery life was definitely better.
dordale