Predicting the Pros
Predictions/Travis Etienne
Travis Etienne

Player breakdown

Travis Etienne

Clemson · 2021 Draft Class

5-10215 lbs1st round, 25th overallAge at Draft: 22Age: ~27
EliteAll-American x1All-Conference x11000+ Scrimmage
Major awards: 2Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

95%

YearTeamGRush AttRush YdsRush TDRecRec YdsRec TDScrim Yds
2022JAX172201,12553531601,441
2023JAX172671,008115847611,484
2024JAX151505582392540812
2025JAX172601,10773629261,399
SeasonTeamConfGRush AttRush YdsRush TDRecRec YdsScrim Yds
2017ClemsonACC010374413557801
2018ClemsonACC111761,4632110651,528
2019ClemsonACC01821,50017292981,798
2020ClemsonACC016891414485881,502

Model readout

Probability, context, and base score

XGBoost Prob

92%

ML model output

Context Prob

92%

Rule-based model

Suppression Signals

0

Depth chart context

SHAP Base

0.268

Average prediction

Top Positive Factors

1 All-Conference selection — proven conference-level excellence+0.494
4.45s forty — average speed+0.395
1,407 avg yards/season — elite per-season output+0.376

Top Negative Factors

8.36 ypg per lb — exceptional size-adjusted production-0.339
92 career receptions — limited volume-0.278
614.1 alt. conference-adjusted ypg — cross-conference production comparison-0.264

SHAP Feature Impact (Top 20)