Moe Williams is a career quality starter — a running back whose body of work places Williams in the top half of all players at the position historically. The Knox model values sustained contribution over flash, and Williams's career arc reflects exactly that kind of reliable professional-grade performance.
Ranked #402 of 600 by seasons where high individual production happened on low-win teams. Score aggregates only tracked StatVault categories.
Reached 13% of the all-time Rushing Touchdowns leader — a rotational/depth all-time profile at the position.
Career Value · VORP
36 career value over replacement — #2466 all-time of 4,649. 4.5/season above a replacement-level RB.
Career Profile
Pick #75 (Rd 3) · MIN · 1996 · +16.7 vs expected KV-H
Fan Rating
Rate Moe Williams — All-Time
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Similar Players
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: 88%.
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.
Amber = this player (normalized to own peak). Indigo = average RBs aging curve. Group peak age: 21. Source: StatVault KV-H era (1999+).
Major career thresholds crossed, derived from regular-season totals (1999+).
Rushing
Receiving
Defense
Proprietary StatVault Metrics
College stats are not imported for this profile yet.
StatVault has the verified college attribution (Kentucky), 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.
Moe inherited the Minnesota Vikings RB room from Leroy Hoard (1996–1999), and handed it to Michael Bennett (2001–2005).
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%).
Last recorded season with MIN
Joined MIN (from BAL)
Joined BAL (from MIN)
Drafted by MIN — Round 3, Pick 75
StatVault's proprietary player intelligence, informed by full career data. How Knox works →
Era-normalized career quality — z-scored against 8-season peers. See all →
Career durability — games played vs. scheduled, across 9 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 |
|---|---|---|---|---|
| 1997 | 59 | 4.2 | 355+296 | 20.9 |
| 1999 | 69 | 9.9 | 418+349 | 24.6 |
| 2000 | 67 | 5.2 | 306+239 | 18 |
| 2001 | 291 | 22.4 | 491+200 | 28.9 |
| 2002 | 414 | 25.9 | 523+109 | 30.7 |
| 2003 | 745 | 46.6 | 785+40 | 46.2 |
| 2004 | 161 | 12.4 | 302+141 | 17.8 |
| 2005 | 20 | 4 | 179+159 | 10.5 |
Data: nflverse:players, nflverse:player_stats, nflverse:player_stats_def, nflverse:draft_picks, nflverse:advanced-epa (CC-BY 4.0), wikipedia:season-stats (CC-BY-SA, facts-only), nfl.com:official-stats (facts-only reference), espn.com:stats-api (facts-only reference), espn.com:stats-api (games-played, facts-only reference) · multi-source verified via the StatVault Oracle · updated 7/31/2026
Wayne Gallman
RB
87% match
1996 Draft ClassmatesFull class →