The Kobe Prelude III is Kobe's favorite shoe because of the significance it holds after losing to the Celtics and eventually winning two straight championships.
via http://www.lakersnation.com/kobe-bryant-calls-the-kobe-prelude-iii-the-most-important-shoe/2013/12/17/
