As a guy, I always play male characters when given the choice. I feel more immersion playing as what I am irl. Playing a female would feel weird to me in a rpg, for example.

I don't really care what other people play as in their games.

The "I'd rather stare at a female ass for x hours than a males" reason always makes me roll my eyes though.