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RAS by Kent Lee Platte·Consensus Big Board (Arif Hasan)·nflverse·PFR·CFBD·All sources & credits·Methodology
Career-value model, live
Privacy·Terms·Press ⌘K to search·Draftanomics2026
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Side-by-side comparison

Backtest

3 prospects · 2022 draft

Each spoke: percentile within the prospect's own position (RB)
JC
James Cook
RB · Georgia
22.6 yo · 5'11" · 199 lb
ZW
Zamir White
RB · Georgia
22.6 yo · 6'0" · 214 lb
KI
Keaontay Ingram
RB · USC
22.5 yo · 6'0" · 221 lb

Headline metrics

The four numbers a GM checks first.

James Cook
Predicted pick
#157
range #111–#203
Bust probability
0%
0%0/4 comps
Consensus rank
#159
on 24 boards
Career arc
Contributor
tier · Day 3
2nd-deal AAV
$13Mmodel
Zamir White
Predicted pick
#169
range #123–#215
Bust probability
6%
0%0/4 comps
Consensus rank
#99
on 4 boards
Career arc
Bust
tier · Day 3
2nd-deal AAV
$5Mmodel
Keaontay Ingram
Predicted pick
#175
range #142–#208
Bust probability
20%
0%0/4 comps
Consensus rank
—
no boards yet
Career arc
Contributor
tier · Day 3
2nd-deal AAV
$2Mmodel

Feature radar

Each axis is the prospect's percentile among prospects at his position (0–100). Bigger shape = stronger across the board.

ProductionAthleticismAgeConsensusPer-play impact (PPA)Breakout ageWorkloadRAS × production
Prospects
  • James Cook· RB / WR / TE
  • Zamir White· RB / WR / TE
  • Keaontay Ingram· RB / WR / TE
Axis leaders
  • ProductionJames Cook0
  • AthleticismZamir White84
  • AgeJames Cook60
  • ConsensusZamir White31
  • Per-play impact (PPA)James Cook50
  • Breakout ageJames Cook50
  • WorkloadJames Cook100
  • RAS × productionKeaontay Ingram100

Comp overlap

Top five historical comps per prospect. Shared comps highlighted.

Shared comps
  • Mike WeberRB · TBD→ shared byJames CookZamir White
  • Damien HarrisRB · Contributor→ shared byJames CookZamir White
  • Dexter WilliamsRB · Bust→ shared byJames CookZamir White
  • Bo ScarbroughRB · Bust→ shared byJames CookZamir White
James Cook
  • Mike Webershared
    RB · #218
    TBD
  • Damien Harrisshared
    RB · #87
    Contributor
  • Dexter Williamsshared
    RB · #194
    Bust
  • Bo Scarbroughshared
    RB · #236
    Bust
  • Royce Freeman
    RB · #71
    Contributor
Zamir White
  • Bo Scarbroughshared
    RB · #236
    Bust
  • Mike Webershared
    RB · #218
    TBD
  • Dexter Williamsshared
    RB · #194
    Bust
  • Damien Harrisshared
    RB · #87
    Contributor
  • Alvin Kamara
    RB · #67
    Bust
Keaontay Ingram
  • Ty Johnson
    RB · #186
    Contributor
  • Travis Homer
    RB · #204
    Bust
  • Kalen Ballage
    RB · #131
    Contributor
  • Khalfani Muhammad
    RB · #241
    TBD
  • Nyheim Hines
    RB · #104
    Contributor

Risk and opportunity flags

Top three concerns and top two upside signals from the model.

James Cook
Risks
  • Comp group bust rate
    2 of 2 closest comps with NFL outcomes washed out: Dexter Williams, Bo Scarbrough. The neighborhood in feature space is dangerous.
  • Negative per-play impact
    PPA avg_all 0.334 — per-snap contribution is below-average for the position. Volume stats overstate the impact.
Opportunities
  • Consensus says higher
    25 boards have him at mean rank #97; model has him #157 — a 60-spot fade. Analysts converging this much above the model is a tell that the model is undervaluing him.
  • Breakout production arc
    Career trajectory in rushing yards: 188 → 303 → 728. Production rose every season — the kind of upward arc that often continues into the league.
Zamir White
Risks
  • Comp group bust rate
    3 of 3 closest comps with NFL outcomes washed out: Bo Scarbrough, Dexter Williams, Alvin Kamara. The neighborhood in feature space is dangerous.
  • Negative per-play impact
    PPA avg_all 0.215 — per-snap contribution is below-average for the position. Volume stats overstate the impact.
Opportunities
  • Consensus says higher
    5 boards have him at mean rank #84; model has him #169 — a 85-spot fade. Analysts converging this much above the model is a tell that the model is undervaluing him.
  • Breakout production arc
    Career trajectory in rushing yards: 408 → 779 → 856. Production rose every season — the kind of upward arc that often continues into the league.
Keaontay Ingram
Risks
  • Consensus skeptic
    1 board place him at mean rank #242; model has him #175 — a 67-spot gap. When boards fade a player this hard, the model is usually the one missing something.
  • Negative per-play impact
    PPA avg_all 0.235 — per-snap contribution is below-average for the position. Volume stats overstate the impact.
Opportunities
No standout upside flags.

Career trajectory forecast

Projected share of his team's snaps across the first four NFL seasons. Solid = seasons already played, dashed = the forecast.

0%25%50%75%100%Y1Y2Y3Y4Snap share
James CookZamir WhiteKeaontay Ingram· solid = actuals, dashed = forecast

Verdict

The model's plain-English read.

James Cook

Draftanomics projects James Cook (age 22.6 at draft) as a mid-round flyer at #157 (range #111-#203, very wide band — too little on him yet to project tightly). Bust probability sits at 0% — low. The comp set is dangerous: 2 of 2 closest comps with known NFL outcomes washed out as backups or busts. Closest comps: Mike Weber, Damien Harris (Contributor), Dexter Williams (Bust). Ceiling is Royce Freeman (Contributor); floor is Mike Weber. Career trajectory in rushing yards: 188 → 303 → 728. Production rose every season — the kind of upward arc that often continues into the league. 2 of 2 closest comps with NFL outcomes washed out: Dexter Williams, Bo Scarbrough. The neighborhood in feature space is dangerous. The call is a genuine fade: the room's consensus prices him around #97 and the model won't take him before #157 — a 60-spot markdown. The discount is earned — comp group bust rate leads the case against.

Zamir White

Draftanomics projects Zamir White (age 22.6 at draft) as a mid-round flyer at #169 (range #123-#215, very wide band — too little on him yet to project tightly). Bust probability sits at 6% — low. The comp set is dangerous: 3 of 3 closest comps with known NFL outcomes washed out as backups or busts. Closest comps: Bo Scarbrough (Bust), Mike Weber, Dexter Williams (Bust). Ceiling is Damien Harris (Contributor); floor is Mike Weber. Career trajectory in rushing yards: 408 → 779 → 856. Production rose every season — the kind of upward arc that often continues into the league. 3 of 3 closest comps with NFL outcomes washed out: Bo Scarbrough, Dexter Williams, Alvin Kamara. The neighborhood in feature space is dangerous. The call is a genuine fade: the room's consensus prices him around #84 and the model won't take him before #169 — a 85-spot markdown. The discount is earned — comp group bust rate leads the case against.

Keaontay Ingram

Draftanomics projects Keaontay Ingram (age 22.5 at draft) as a mid-round flyer at #175 (range #142-#208, very wide band — too little on him yet to project tightly). Bust probability sits at 20% — manageable. The comp set leans young — most of his closest comps haven't played enough NFL snaps yet to be confidently graded. Closest comps: Ty Johnson (Contributor), Travis Homer (Bust), Kalen Ballage (Contributor). Ceiling is Nyheim Hines (Contributor); floor is Khalfani Muhammad. PPA avg_all 0.235 — per-snap contribution is below-average for the position. Volume stats overstate the impact. The call is a conviction buy: the model has him 67 spots ahead of the room (board #175 vs consensus #242), and at a 20% bust probability the edge is worth paying for.