Skins really do make you better at the game.
My best score ever with Anivia in any game I've ever played was 3/8/2. Then I jump in a game, someone buys a battle boost, I test out the legendary and go 15/1/14. Then I try again with her regular skin and go 2/5/1.
Coincidence? I don't think so.