Willis McGahee ranks in the all-time elite tier for running backs — a career that places McGahee in the top 10% of all players at the position. The Knox value model assigns McGahee a career score of 71, reflecting sustained impact that most players at the position never approach.
Ranked #101 of 600 by seasons where high individual production happened on low-win teams. Score aggregates only tracked StatVault categories.
Career Value · VORP
173 career value over replacement — #499 all-time of 4,649. 17.3/season above a replacement-level RB.
Career Profile
Pick #23 (Rd 1) · BUF · 2003 · +15.3 vs expected KV-H
Fan Rating
Rate Willis McGahee — All-Time
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Reached 46% of the all-time Rushing Yards leader — a solid all-time profile at the position.
A 0–100 scale where 100 = matched the all-time leaderat this position. Built only from visible encyclopedia data — career production vs. the all-time leader, plus efficiency (EPA) and comparable-player confidence — so it's a transparent context score, not a subjective rating. Tiers: Elite ≥ 85 · Strong ≥ 65 · Solid ≥ 45 · Depth < 45. Comparable-player confidence: 93%.
StatVault aggregates multiple open-licensed and proprietary sources into a single profile. The depth indicator above shows which layers are available for this player.
Pre-1999 players have bio + draft data but counting stats are not available from any freely-licensed source. Players with ★ Career Only see verified career aggregates from nflverse draft_picks.
Production per snap — the box score normalized by opportunity. SIS is z-scored within running backs, shrinkage-regularized so small samples don't spike, over the NFL snap-count era (2012+).
Amber = this player (normalized to own peak). Indigo = average RBs aging curve. Group peak age: 21. Source: StatVault KV-H era (1999+).
Percentiles compare each raw measurement against position peers, the full combine pool, and the same draft class where enough samples exist.
Major career thresholds crossed, derived from regular-season totals (1999+).
Rushing
Receiving
Snap Counts (2012–present)
Proprietary StatVault Metrics
College stats are not imported for this profile yet.
StatVault has the verified college attribution (Miami), but no parsed college box-score table is present in this profile artifact. The section stays here so every profile has a consistent college-stats landing point without fabricating unavailable rows.
Career teammates and draft class, derived from year-by-year rosters — every name is linked.
Willis inherited the Baltimore Ravens RB room from Le'Ron McClain (2007–2010), and handed it to Ray Rice (2008–2013).
Willis inherited the Buffalo Bills RB room from Travis Henry (2001–2004), and handed it to Marshawn Lynch (2007–2010).
Willis inherited the Denver Broncos RB room from Lance Ball (2010–2012), and handed it to Ronnie Hillman (2012–2015).
The room is reconstructed from arrival order among durable members (≥4 seasons with the club) at the player’s position group — a lineage by arrival, not a week-by-week depth chart. Distinct from the league-wide positional GOAT torch.
Statistical + physical similarity across every player in the database, position-relevant (0–100%).
Joined CLE (from DEN)
Last recorded season with CLE
Joined DEN (from BAL)
Joined BAL (from BUF)
Drafted by BUF — Round 1, Pick 23
From nflverse weekly injury reports · coverage begins 2009.
| Season | Team | Games Out | Designations |
|---|---|---|---|
| 2013 | CLE | 1 | W15Out· Concussion / Knee |
| 2011 | DEN | 1 | W8Out· HandW11Questionable· HamstringW14Questionable· Knee |
| 2010 | BAL | 0 | W15Questionable· Illness |
StatVault's proprietary player intelligence, informed by full career data. How Knox works →
Era-normalized career quality — z-scored against 10-season peers. See all →
Career durability — games played vs. scheduled, across 10 seasons.
Composite score across availability, IR frequency, and injury severity. See all →
Rush Yds translated to the 2025NFL — each season's standing among its own-era peers, projected onto 2025's scoring environment. Modern-era (1999+) coverage.
| Season | Actual Rush Yds | Rush Yds/G | → 2025 Rush Yds | → 2025 /G |
|---|---|---|---|---|
| 2004 | 1,128 | 75.2 | 1,144+16 | 67.3 |
| 2005 | 1,247 | 77.9 | 1,181-66 | 69.4 |
| 2006 | 990 | 70.7 | 1,041+51 | 61.2 |
| 2007 | 1,207 | 80.5 | 1,196-11 | 70.4 |
| 2008 | 671 | 51.6 | 791+120 | 46.5 |
| 2009 | 544 | 36.3 | 586+42 | 34.5 |
| 2010 | 380 | 25.3 | 458+78 | 27 |
| 2011 | 1,199 | 79.9 | 1,340+141 | 78.8 |
| 2012 | 731 | 73.1 | 1,272+541 | 74.8 |
| 2013 | 377 | 34.3 | 643+266 | 37.8 |
Data: nflverse:players, nflverse:player_stats, nflverse:snap_counts, nflverse:combine, nflverse:draft_picks, nflverse:injuries · multi-source verified via the StatVault Oracle · updated 7/31/2026
Brian Robinson
RB
89% match
2003 Draft ClassmatesFull class →
Wore 4 distinct franchise crests across 10 seasons (2004–2013) — a true nomad. The crest trail: