Depends on battery make, modal and battery charger used, as well as clock speed. Figures of upto 5 - 6 hours have been quoted, although figures of 2 hours have been quoted too.
I use 2500mAh's and i get around 5-6 hours of play time. For the Snes you might have to overclock the speed greatly so you can't expect as good as battery life.