A fave above and beyond other faves. Your top-tier favorite. Someone or something so entrenched as a favorite that you will stand by them or it no matter what. Someone or something that you will like forever and will never abandon.
Friend: What did you think about that new movie?
Me: It was good, but Avatar is still my forever fave.