Predicting the Pros
Predictions/Michael Crabtree
Michael Crabtree

Player breakdown

Michael Crabtree

Texas Tech · 2009 Draft Class

6-1215 lbs1st round, 10th overallAge at Draft: 21Age: ~38
EliteBiletnikoff x2All-American x21000+ NFL
Major awards: 4Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

89%

YearTeamGGSTgtRecYdsY/RTDY/G
2009SFO1111864862513256.8
2010SFO16151015574113.5646.3
2011SFO15141157287412.1458.3
2012SFO1616127851,10513969.1
2013SFO55331928414.9156.8
2014SFO16161086869810.3443.6
2015OAK16151468592210.8957.6
2016OAK1616145891,00311.3862.7
2017OAK14141015861810.7844.1
2018BAL16161005460711.2337.9
2019ARI2154225.5011
Career14313910676377,49911.85452.4
SeasonTeamConfGRecYdsTDYPRYPG
2007Texas TechBig 12131341,9622214.6150.9
2008Texas TechBig 1213971,165191289.6
Career262313,1274113.5120.3

Model readout

Probability, context, and base score

XGBoost Prob

96%

ML model output

Context Prob

75%

Rule-based model

Suppression Signals

3

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Program WR pipeline: 10% NFL 1000-yard conversion rate+0.946
Flat acceleration — consistent but not accelerating+0.590
Physical production synergy+0.322

Top Negative Factors

Recruit dominator synergy-0.188
Team averaged 58.7 pass attempts/game — pass-heavy spread offensive system-0.147
85.9 yards per adjusted target opportunity — dominant efficiency vs. opportunities-0.142

SHAP Feature Impact (Top 20)