I prefer diet soda. Not just avoiding the calories, actually prefer it. And in than realm, diet Coke is the unbeatable king of all sodas. But if I'm at someone's house and they got regular stuff only, and have both Coke and Pepsi, then I'd rather have the Pepsi.

As for why, I can't really give you anything more insightful than "That's what I think tastes better