Predicting the Pros
Predictions/Sammy Watkins
Sammy Watkins

Player breakdown

Sammy Watkins

Clemson · 2014 Draft Class

6-1211 lbs1st round, 4th overallAge at Draft: 21Age: ~33
Elite1000+ NFL
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

89%

YearTeamGGSTgtRecYdsY/RTDY/G
2014BUF16161286598215.1661.4
2015BUF131396601,04717.5980.5
2016BUF88522843015.4253.8
2017LAR1514703959315.2839.5
2018KAN109554051913351.9
2019KAN1413905267312.9348.1
2020KAN109553742111.4242.1
2021BAL139492739414.6130.3
20222TM125271632520.3027.1
2022GNB93221320615.8022.9
2022BAL325311939.7039.7
Career1231016493805,70915.03446.4
SeasonTeamConfGRecYdsTDYPRYPG
2011ClemsonACC13821,2191214.993.8
2012ClemsonACC1057708312.470.8
2013ClemsonACC131011,4641214.5112.6
Career362403,3912714.194.2

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: 29% NFL 1000-yard conversion rate+1.227
Physical production synergy+0.456
+38.2 ypg vs. draft class average — class-leading production+0.280

Top Negative Factors

Recruit dominator synergy-0.239
54.9 yards per adjusted target opportunity — solid efficiency vs. opportunities-0.179
13.9 avg YPR per season — strong consistent efficiency-0.130

SHAP Feature Impact (Top 20)