I agree with redEva in that I look for different qualities in each. I couldn't submit to someone I feel dominant over and vice versa.
I once had a thing with someone online where I started as the submissive one, but it quickly became clear that it wasn't the way we were meant to be and she gradually became submissive to me, that was quite interesting.