Games: direct team-season record. Starts: direct team-season record.
A Good pick
Ed Ingram was Kwesi Adofo-Mensah's 8th-best of 28 picks across his career.
His retained-value contribution score (opportunity plus quality plus recognition, with related outcomes collapsed inside each bucket) is +0.29. This is a per-pick accountability metric, separate from Kwesi Adofo-Mensah's leaderboard composite θ.
The walkthrough below shows which bucket carried the pick: playing time, value quality, or league honors.
Opportunity
Did he earn the field?
Games played
48
on drafting team · 62 full-career
Games started
41
on drafting team · 55 full-career
Snap-z
2.9
3 modeled seasons
Quality
Was that time valuable?
On-team AV
17
modeled; full weighted AV 21
AV / 1k snaps
5.8
2,932 snaps in rate base
AV-rate z
+0.0
position-year adjusted quality
Recognition
Did the league notice?
Pro Bowls
0
all on drafting team
AP1 All-Pro
0 AP1
all on drafting team · AP2 context 0
All-Decade
0
context only
Did this pick move Kwesi Adofo-Mensah's grade?
The first chart removes the time axis: every Kwesi Adofo-Mensah pick is sorted by retained contribution across opportunity, quality, and recognition. Ed Ingram totals +0.29. The second chart breaks that same contribution into the seasons when the evidence arrived. Opportunity and quality can move separately, which keeps high-snap, low-AV profiles from looking cleaner than they are.
Aggregate contribution by player
Incremental contribution by season
Above expectationBelow expectationEd IngramGM total -1.7Ed Ingram by season +1.0
How much retained production did Ed Ingram return vs. his slot?
Each mark below is one player's model value above slot. Light gray marks are slot-similar peers: Gs drafted within ±5 picks of Ed Ingram since 2010 (3 players).The score is the retained production/value bucket from the pick-residual model: on-team AV plus AV-rate quality, adjusted for draft slot, position, and era. Opportunity snaps and league honors are excluded.
Ed IngramSlot-similar peers (3)
Cumulative value over time
Year-by-year running totals since draft. Left axis = games started. Right axis = honors (Pro Bowl / AP1 / AP2). Pre-2013 picks have no games-started line because that comes from per-game snap counts (not available for older players). Honors extend back to 1980.
Games started (cumulative)Pro BowlsAP1 All-ProAP2 All-Pro
Full-career season history (4 scored seasons)
Year
Team
GP
GS
Snaps
Snap-z
AV
AV/snap
PB
AP1
AP2
2022
MIN
17
17
1,249
1.5
7
5.6
2023
MIN
15
15
1,019
1.1
6
5.9
2024
MIN
16
9
664
0.3
4
6.0
2025
HOU
14
14
1,001
1.0
5
5.0
How to read this
The current model groups outcomes into three buckets: opportunity (games, starts, snap-z), quality (on-team AV, AV/snap quality when available), and recognition (Pro Bowl, AP1).
Season rows show full-career context across every team. The draft-credit cards above contain the team-specific totals used for GM accountability. Snap-z is position/year-normalized playing time; AV/snap is shown as AV per 1,000 snaps where snap evidence exists.
AP2, full-career AV, HOF, and All-Decade are displayed as context only. They are not active outcomes in the current θ model.
Pre-2013 playing-time rows may show "—" where weekly snap evidence is unavailable; AV/snap quality is snap-era only.
