ALLFAME
The Fame Report
MLB🏀NBA🏈NFL🏒NHL
Soccer🏎️F1🏁NASCAR
🎾TennisGolf🥊Boxing🏅OlympicsNEW
ALLFAME
The Fame Report
MLB🏀NBA🏈NFL🏒NHL
Soccer🏎️F1🏁NASCAR
🎾TennisGolf🥊Boxing🏅OlympicsNEW
How It Works

WE DON'T
GUESS.
WE Measure.

Every player gets a 0–100 HOF Score based on historical comparisons, milestone progress, and five weighted dimensions. Updated after every game.

HOF SCORE =
WAR × 0.30 + MILESTONES × 0.25 +
AWARDS × 0.20 + PEAK × 0.15 +
LONGEVITY × 0.10

Each dimension is scored 0–100 independently, then combined using the weights above. Sport-specific metrics are calibrated per league.

30%
Weight

CAREER WAR / Value

The most comprehensive single measure of player value. In MLB it’s WAR, in NBA it’s Win Shares + BPM, in NFL it’s AV, in NHL it’s Point Shares. We normalize across sports to create comparable value metrics.

We compare where you are vs. where every HOFer was at the same age and position. A position player with 60+ bWAR has historically had a near-automatic path to Cooperstown.

Age-adjusted comparison — We compare your current value vs. where every HOFer was at the same age.
Position normalization — A catcher with 50 WAR is more impressive than an outfielder with 50 WAR.
Sport-specific metrics — MLB uses bWAR/fWAR, NBA uses Win Shares + BPM, NFL uses AV, NHL uses Point Shares.
MLB Example: WAR at Age 31
Willie Mays107.8
Mike Trout85.2
Shohei Ohtani56.8
Ken Griffey Jr.62.4
25%
Weight

MILESTONE Progress

Round numbers matter disproportionately to voters. 500 HR in baseball, 30,000 points in basketball, 500 TD passes in football, 1,000 points in hockey — these benchmarks have historically served as unofficial thresholds.

We track proximity to every relevant milestone and project arrival dates based on recent pace, not career average.

Pace projection — ETAs based on recent production rate, adjusted for age curve.
Historical gate-keeping — We weight milestones by their actual induction correlation per sport.
Cross-sport calibration — 500 HR (MLB), 30K pts (NBA), 500 TD (NFL), 1K pts (NHL) are treated as equivalent thresholds.
20%
Weight

AWARDS & Selections

Hardware builds a résumé. MVPs, Cy Youngs, All-Star/All-Pro/All-NBA selections, championships, and defensive awards all factor into voter perception and historical legacy.

Each award is scored based on its historical correlation with induction in that sport. Multiple awards compound exponentially.

MVP / Best Player awards — The strongest predictor across all sports. Every multi-time MVP is in the Hall.
All-Star / All-Pro selections — Quantity matters. 7+ selections strongly correlates with induction.
Championships — Rings, trophies, and playoff performance shape voter narratives in every sport.
Defensive honors — Gold Gloves, DPOY, Selke, Norris — positional awards add incremental value.
15%
Weight

PEAK Performance

Longevity gets you on the ballot. Peak performance gets you in. The Hall values dominance — being the best for a sustained stretch — over mere accumulation of good seasons.

We measure a player’s best consecutive 5 and 7-year stretches against enshrined players at the same position.

Best 7-year value — Were you elite for a sustained period, or just consistently good?
MVP-caliber seasons — How many years were you in the conversation for best player?
League-leading stats — Leading your league in a major category adds peak evidence.
Best 5-Year Value Stretch
Ohtani (2021–25)48.2 WAR
Trout (2012–16)47.8 WAR
Jokić (2021–25)73.4 WS
Mahomes (2020–24)86 AV
10%
Weight

Longevity

You can’t make the Hall if you can’t stay on the field. Longevity measures durability, consistency, and the ability to produce value over a full career arc. It’s the smallest weight because talent matters more than tenure — but injuries can derail even the greatest cases.

Mike Trout is the cautionary tale across all sports. Generational talent, historic peak, but an inability to stay healthy has dropped his score from 95 to 68.

Games / seasons played — Total appearances and consistency of availability.
Quality seasons — Seasons above a threshold value (3+ WAR, 10+ WS, etc).
Injury history — Extended absences create gaps that voters penalize.
Age curve projection — A 28-year-old with 40 WAR projects differently than a 35-year-old with 40 WAR.

THE FOUR Tiers

Every player is classified into one of four tiers based on their HOF Score. These apply universally across all sports.

90–100
HOF LOCK

If this player retired today, their résumé is strong enough for induction. First-ballot candidate.

MLB: Ohtani 96 · NBA: LeBron 99 · NFL: Mahomes 95
75–89
ON TRACK

Current trajectory leads to a strong HOF case. Needs 2–4 more productive seasons to solidify.

MLB: Judge 88 · NBA: Luka 82 · NHL: MacKinnon 86
50–74
BORDERLINE

Has HOF-caliber talent but the case is incomplete. Could go either way depending on career second half.

MLB: Trout 68 · NFL: Henry 74 · NHL: Makar 79
0–49
UNLIKELY

Would need a dramatic career resurgence to build a case. Good player, but the bar is high.

Most active players across all sports

DATA Sources

Transparency matters. Our scores are only as credible as the data behind them. We use multiple sources per sport and cross-validate.

Baseball Reference + FanGraphs
bWAR, fWAR, game logs, career stats, and historical HOF comparisons for MLB.
🏀
Basketball Reference
Win Shares, BPM, VORP, career stats, and Naismith Hall benchmarks for NBA.
🏈
Pro Football Reference
Approximate Value (AV), career stats, All-Pro selections, and Canton benchmarks for NFL.
🏒
Hockey Reference + Elite Prospects
Point Shares, career stats, and Hockey Hall of Fame benchmarks for NHL.
📡
Official League APIs
Real-time game data from MLB Stats API, NBA API, NFL API, and NHL API for daily score updates.
🗳️
HOF Voting Records
Historical voting data from BBWAA, Basketball HOF, Pro Football HOF, and Hockey HOF for calibration.

HOW WE Build Scores

A four-step pipeline that turns raw data into a meaningful probability score. Updated after every game during the season.

01
Ingest Live Data

Pull updated stats from multiple sources after every game across all four leagues. Career totals, season stats, game logs, and award tallies refreshed daily.

02
Compare vs. HOF Benchmarks

Each player is compared against every Hall of Famer in their sport at the same age, position, and career stage using percentile rankings.

03
Score Each Dimension

The five dimensions are each scored 0–100 independently based on where the player falls in the historical distribution for their sport.

04
Weight and Combine

Dimension scores are multiplied by their weights and summed. Tier classification is applied automatically based on the composite result.

COMMON Questions

Everything about the HOF Score, our methodology, and what we're building next.

Is the HOF Score a prediction?+
No. It measures where a player’s current résumé stands against the historical bar for induction in their sport. Voter behavior and politics are unpredictable — we measure the stats.
Are the weights the same across all sports?+
The five dimensions and their weights (30/25/20/15/10) are consistent across sports. However, the specific metrics within each dimension are calibrated per sport. WAR for MLB, Win Shares for NBA, Approximate Value for NFL, Point Shares for NHL.
Why does Mike Trout only have a 68?+
Trout’s Peak score is 99 — historically elite. But injuries have hammered his Longevity score (38) and stalled Milestone progress. The algorithm measures what is, not what could have been.
Can you compare players across sports?+
The scores are calibrated so that a 90 in MLB means roughly the same thing as a 90 in NBA — “this player would very likely be inducted.” Cross-sport comparison is valid at the tier level.
How often do scores update?+
Daily during each sport’s season. Scores also recalculate when awards are announced (MVP, Cy Young, All-Pro, etc) and when HOF voting results are released.
Will you add more sports?+
Yes. Soccer and F1 are coming in 2026. Tennis, golf, boxing, and Olympics are on the 2027 roadmap. Each sport requires a custom algorithm calibrated to its own Hall of Fame or equivalent institution.

SEE THE Scores

Now that you know how it works — explore the leaderboard and settle the debate.

EXPLORE LEADERBOARDVIEW MILESTONES