Depends on the type of game. For games that provide a performance challenge (shooters, platformers, et cetera), I put it on the hardest difficulty available. For games that are heavy on exploration and offer a more strategic challenge (RPGs, RTSes, et cetera), I leave it on normal, or maybe a few bumps harder, but generally not cranked up to the hardest setting.