I just played "Welcome Top The List" - he's ranked 4th. I was ranked 40s. He quit with around 100hp left (lost) and when I checked the rankings he had not lost any ranking and I did not gain any?
Does quitting prevent ranking loss? If so - that's a really stupid way of gaming the system, to quit right before the battle ends and preserve the rank.