The Hall of Fame Model

HoFW is my model of how the selection committee judges a career. It scores every modeled player against the standard set by the Hall members already enshrined at their position, where 100 is the average real inductee. ← NFL Hall of Fame

The record

Cross-validated against every real induction class since 2005. No player influences their own score.

AUC-ROC
0.999
real inductee vs. non-inductee, ranked correctly · 72 real inductees in the fit
Ballot-calibrated AUC
0.895
once finalist and semifinalist status is folded in
Training set
—
modeled players in the fit
Real Hall of Famers that clear my bar
68
score Borderline tier or better on my model's own scale · 4 fall short
What the model produces
Where the model stands now
Every modeled player scored and ranked, searchable by name and filterable by tier, with the full case behind each score.
Open the player database →
Class by class
Past years show the real induction class next to the players the model had close behind them. Future years show today's best cases for each class, ranked, through 2041.
Browse every class →
How it works

HoFW is a logistic regression over career production, peak value, honors and era context, fit separately against the standard at each position. A quarterback is scored against enshrined quarterbacks, not against the league.

Honors carry real weight, because Pro Bowl and All-Pro selections are the closest public record of how a player was regarded while they played. That weight runs through a value floor, so a career built on selections without the production underneath them does not climb past players who have both.

Careers that ended before the 1999 stats window are excluded from training rather than estimated from their honors. The full guide covers the features, the tiers, the validation, and the known limitations.

Read the full methodology →

What it cannot see

HoFW scores the case a player built on the field. The real vote turns on advocacy as much as evidence, and nothing in the data captures which selector is willing to argue for whom, or how a room reacts on the day.

Kickers, punters and several offensive line positions are not modeled at all. Players whose careers ended before 1999 fall outside the stats window, and a handful of real inductees only appear here through a hardcoded override.

A score answers how a player compares to the players already enshrined at their position. That is a different question from whether the committee gets to them this year, which is why the projected class and the induction probability can disagree.