Ranking performance, conduct, and perception<br>

The Hall of Fame Index (HFI) is a data-driven system that evaluates baseball players against the full spirit of Hall of Fame voting—not just statistics, but the broader legacy they leave behind. It blends advanced metrics like WAR and peak performance with awards, postseason impact, and historical significance to create a single, comparable score across eras and positions.

But the HFI doesn’t stop at numbers. It also accounts for the realities voters weigh but rarely quantify—integrity, reputation, and public stewardship of the game. Through layered models, it separates performance, documented conduct, and perception, allowing users to see how each influences a player’s Hall of Fame case.

The result is more than a ranking. It’s a lens into the ongoing debate at the heart of Cooperstown:
who was great, who gets remembered—and why.