Predicting the Pros
Predictions/Mario Manningham
Mario Manningham

Player breakdown

Mario Manningham

Michigan · 2008 Draft Class

6-0181 lbs3rd round, 95th overallAge at Draft: 22Age: ~40
HighDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

56%

YearTeamGGSTgtRecYdsY/RTDY/G
2008NYG7064266.503.7
2009NYG1410995782214.4558.7
2010NYG168936094415.7959
2011NYG1210773952313.4443.6
2012SFO1210574244910.7137.4
2013SFO63239859.4014.2
Career67413552112,84913.51942.5
SeasonTeamConfGRecYdsTDYPRYPG
2005MichiganBig Ten122743361636.1
2006MichiganBig Ten1038703918.570.3
2007MichiganBig Ten12721,1741216.397.8
Career341372,3102716.967.9

Model readout

Probability, context, and base score

XGBoost Prob

56%

ML model output

Context Prob

57%

Rule-based model

Suppression Signals

2

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Program WR pipeline: 15% NFL 1000-yard conversion rate+1.280
BMI 24.6 — ideal frame for NFL WR (181 lbs)+0.247
Recruit rating × conference strength: 0.98 — elite recruit at elite school+0.210

Top Negative Factors

Physical production synergy-0.590
Scout dominator depth synergy-0.441
Improvement accelerating (+1.7) — getting better faster each year-0.300

SHAP Feature Impact (Top 20)