Does Naafiri scale?

No. Naafiri gets actively worse as the game goes on.

Assassin with no escape from AoE abilities because she has to commit full combo to do damage later on. Zhonya's and Guardian Angel completely neutralize her assassination attempts.

The grade measures one thing: how much a champion can influence a coordinated late-game objective fight once both teams reach full builds. It does not measure early strength, snowballing, or win rate. A weak late-game champion still wins by ending the game first, which is what the rest of the library teaches.

The Disciplined Jungler is an independent, unofficial resource and is not affiliated with, endorsed, or sponsored by Riot Games. League of Legends and Riot Games are trademarks or registered trademarks of Riot Games, Inc.