I find that higher is generally better for overall comfort. However, I also find that it needs to be low enough to drop down between your knees when you sit with your legs slightly separated. Otherwise, you may end up like the fellow who will spend all eternity being known as the guy who showed everything when sitting next to the queen!

For me, that ideal placement is about a hand's width or less below the buckle.