They're all excellent games, it just depends on what you like.
Horizon and Uncharted 4 ate better showcases for the PS4, but if you've never played TLOU you absolutely have to.
Edit: Those aren't the only 3 great PS4 exclusives though. Bloodborne and Ratchet & Clank are both excellent aswell, with games like Until Dawn and Infamous SS and First Light being really good too. I also have a weak spot for Gravity Rush, both of which can be had on the PS4.
Bet with Adamblaziken:
I bet that on launch the Nintendo Switch will have no built in in-game voice chat. He bets that it will. The winner gets six months of avatar control over the other user.