Geforce recommends minimum 500W just for that video card. I don't need to consider other devices for more power?
500w for the entire PSU, not just the video card. it's also a recommendation for a bottom of the barrel PSU and like davcon stated, a quality unit would be more then enough. Something like the antec neo-eco 520w would offer plenty of power for a reasonable price.