D, 2021, 2021.1.0 -- Hockey Machine Learning Draft

Model output for defensemen eligible for the 2021 NHL draft

Leagues: {WHL,OHL,QMJHL}, DE year: 1, using data from DE year: -1
version: 2021.1.0

Reading guide:

A player can be missing if certain aspects of the overall dataset are not rich enough to make a prediction. For example, the player may not have played many games in a single league, or may play in a more obscure league.
Projected NHL career data is extrapolated, but based on real to-date statistics. Thus, projected data is only available for past drafts, which are used to evaluate the model.
Predicted NHL data is data that was predicted using only pre-draft information.
A player's predicted values are based on a player's probability scores for the given classes.
There is not a simple correlation between the raw stat ranks and the model output (probabilities). Some of the features are not even used at all!

Top Pairing Prob. Aggregate Scout Rank height rank weight rank EVGPEVGF rank minorPPG rank EVGP60e2 rank EVGAP60e1 rank EVGAP60e2 rank EVGP60e1 rank EVGFPG rank EVAPG team adj rank GPG rank EVAPG rank PMPG rank EVGAP60e1 team adj rank EVA1PG rank APG rank GPG team adj rank EVA1P60e2 team adj rank EVGPG rank EVA1P60e1 rank nonMinorPPG team adj rank minorPPG team adj rank EVA1PG team adj rank EVGAPG team adj rank nonMinorPPG rank APG team adj rank EVGFP60e1 team adj rank EVGFP60e2 rank EVGP60e2 team adj rank EVA1P60e2 rank EVGAPG rank PIMPG team adj rank EVPPEVGF rank EVPPEVGA rank EVGFP60e1 rank EVGFPG team adj rank EVGPG team adj rank PMPG team adj rank EVGAP60e2 team adj rank EVA1P60e1 team adj rank EVGFPEVGA rank EVGP60e1 team adj rank PIMPG rank EVGFP60e2 team adj rank

Vincent Iorio (WHL)(more) V. Iorio (WHL)(more) 0.03 51 3.5 2.5 11.5 5.0 12.5 15.0 18.0 14.0 12.0 10.0 4.0 15.0 2.0 10.0 16.0 9.0 9.5 8.0 13.0 17.0 9.5 8.0 9.0 11.0 10.5 9.5 11.0 15.0 10.0 16.5 14.0 7.5 13.0 8.5 14.0 9.0 11.0 9.5 9.0 9.0 11.5 10.0 8.0 9.0

Prediction info:

Top Pairing Prob.: 0.03
Aggregate Scout Rank: 51

Similar players:

Similar good player:

T.J. Brodie

Stat ranking info:

Share/Permalink

Cameron Whynot (QMJHL)(more) C. Whynot (QMJHL)(more) 0.06 61 12.5 10.5 10.0 8.0 8.0 12.0 15.0 9.0 2.0 10.0 5.0 4.0 14.0 10.0 2.0 2.0 9.5 8.0 5.0 7.0 9.5 8.0 9.0 11.0 10.5 9.5 11.0 7.0 10.0 4.0 11.0 7.5 15.0 4.0 9.0 9.0 11.0 9.5 9.0 9.0 3.0 10.0 2.0 9.0

Prediction info:

Top Pairing Prob.: 0.06
Aggregate Scout Rank: 61

Similar players:

Similar good player:

Matt Dumba

Stat ranking info:

Share/Permalink

Cole Jordan (WHL)(more) C. Jordan (WHL)(more) 0.04 70 9.0 1.0 1.0 9.0 4.0 8.5 11.0 4.0 20.0 10.0 7.0 11.5 20.0 10.0 17.5 10.0 9.5 8.0 4.0 16.0 9.5 8.0 9.0 11.0 10.5 9.5 11.0 17.0 10.0 16.5 3.0 7.5 1.0 8.5 15.0 9.0 11.0 9.5 9.0 9.0 11.5 10.0 8.0 9.0

Prediction info:

Top Pairing Prob.: 0.04
Aggregate Scout Rank: 70

Similar players:

Similar good player:

Scott Harrington

Stat ranking info:

Share/Permalink

Jeremy Hanzel (WHL)(more) J. Hanzel (WHL)(more) 0.01 73 16.5 14.5 4.0 20.0 1.0 1.0 3.0 1.0 14.0 10.0 9.0 11.5 18.0 10.0 17.5 14.0 9.5 8.0 9.0 1.0 9.5 8.0 9.0 11.0 10.5 9.5 11.0 2.0 10.0 12.0 12.5 7.5 4.0 8.5 1.0 9.0 11.0 9.5 9.0 9.0 11.5 10.0 8.0 9.0

Prediction info:

Top Pairing Prob.: 0.01
Aggregate Scout Rank: 73

Similar players:

Similar good player:

T.J. Brodie

Stat ranking info:

Share/Permalink

Tyson Hinds (QMJHL)(more) T. Hinds (QMJHL)(more) 0.04 73 3.5 12.5 3.0 16.0 3.0 4.0 10.0 2.0 1.0 1.0 1.0 2.0 13.0 1.0 19.5 5.0 1.0 20.0 1.0 19.5 9.5 20.0 20.0 1.0 10.5 2.0 1.0 9.0 1.0 19.5 4.0 19.0 5.0 2.0 2.0 1.0 1.0 20.0 17.0 20.0 4.0 1.0 15.0 1.0

Prediction info:

Top Pairing Prob.: 0.04
Aggregate Scout Rank: 73

Similar players:

Similar good player:

Matt Dumba

Stat ranking info:

Share/Permalink

Oscar Plandowski (QMJHL)(more) O. Plandowski (QMJHL)(more) 0.03 78 16.5 7.0 17.0 11.0 14.0 16.5 19.0 13.0 4.0 19.5 6.0 6.0 16.0 2.0 11.0 8.0 17.0 19.0 10.0 12.0 19.0 19.0 19.0 3.0 10.5 17.0 2.0 11.0 19.0 14.0 18.0 18.0 18.0 3.0 8.0 18.0 19.0 18.0 1.0 18.0 2.0 18.0 4.0 17.0

Prediction info:

Top Pairing Prob.: 0.03
Aggregate Scout Rank: 78

Similar players:

Similar good player:

T.J. Brodie

Stat ranking info:

Share/Permalink

William Trudeau (QMJHL)(more) W. Trudeau (QMJHL)(more) 0.03 82 16.5 7.0 5.0 4.0 6.0 20.0 20.0 5.5 3.0 2.0 2.0 1.0 17.0 19.0 1.0 1.0 2.0 16.0 3.0 3.0 20.0 17.0 1.0 19.0 10.5 1.0 3.0 14.0 2.0 2.0 20.0 16.0 2.0 1.0 12.0 17.0 2.0 2.0 20.0 1.0 1.0 2.0 3.0 18.0

Prediction info:

Top Pairing Prob.: 0.03
Aggregate Scout Rank: 82

Similar players:

Similar good player:

Alexander Petrovic

Stat ranking info:

Share/Permalink

Isaac Belliveau (QMJHL)(more) I. Belliveau (QMJHL)(more) 0.05 85 9.0 9.0 2.0 6.0 2.0 16.5 9.0 3.0 9.0 10.0 3.0 19.0 10.0 10.0 12.0 6.0 9.5 8.0 2.0 14.0 9.5 8.0 9.0 11.0 10.5 9.5 11.0 12.0 10.0 10.0 17.0 7.5 9.0 13.0 16.0 9.0 11.0 9.5 9.0 9.0 6.0 10.0 12.0 9.0

Prediction info:

Top Pairing Prob.: 0.05
Aggregate Scout Rank: 85

Similar players:

Similar good player:

Mark Pysyk

Stat ranking info:

Share/Permalink

Ethan Samson (WHL)(more) E. Samson (WHL)(more) 0.02 92 12.5 2.5 9.0 14.0 10.0 7.0 13.0 10.0 15.0 10.0 13.0 8.0 4.0 10.0 9.0 3.0 9.5 8.0 13.0 9.0 9.5 8.0 9.0 11.0 10.5 9.5 11.0 13.0 10.0 10.0 10.0 7.5 3.0 8.5 10.0 9.0 11.0 9.5 9.0 9.0 11.5 10.0 8.0 9.0

Prediction info:

Top Pairing Prob.: 0.02
Aggregate Scout Rank: 92

Similar players:

Similar good player:

Colin Miller

Stat ranking info:

Share/Permalink

Zach Biggar (QMJHL)(more) Z. Biggar (QMJHL)(more) 0.01 127 16.5 12.5 19.0 18.0 19.0 3.0 5.0 19.0 5.0 10.0 19.0 3.0 11.0 10.0 6.0 7.0 9.5 8.0 19.0 3.0 9.5 8.0 9.0 11.0 10.5 9.5 11.0 3.0 10.0 6.0 5.0 7.5 16.0 14.0 3.0 9.0 11.0 9.5 9.0 9.0 5.0 10.0 18.0 9.0

Prediction info:

Top Pairing Prob.: 0.01
Aggregate Scout Rank: 127

Similar players:

Similar good player:

T.J. Brodie

Stat ranking info:

Share/Permalink

Dru Krebs (WHL)(more) D. Krebs (WHL)(more) 0.01 142 16.5 10.5 19.0 13.0 19.0 6.0 6.0 19.0 8.0 10.0 19.0 11.5 3.0 10.0 10.0 4.0 9.5 8.0 19.0 10.0 9.5 8.0 9.0 11.0 10.5 9.5 11.0 5.0 10.0 10.0 6.0 7.5 17.0 8.5 7.0 9.0 11.0 9.5 9.0 9.0 11.5 10.0 8.0 9.0

Prediction info:

Top Pairing Prob.: 0.01
Aggregate Scout Rank: 142

Similar players:

Similar good player:

T.J. Brodie

Stat ranking info:

Share/Permalink

Charle Truchon (QMJHL)(more) C. Truchon (QMJHL)(more) 0.01 188 16.5 17.0 11.5 12.0 9.0 8.5 4.0 11.0 6.0 10.0 11.0 18.0 12.0 10.0 14.0 17.0 9.5 8.0 8.0 15.0 9.5 8.0 9.0 11.0 10.5 9.5 11.0 8.0 10.0 15.0 7.0 7.5 19.0 19.0 11.0 9.0 11.0 9.5 9.0 9.0 7.0 10.0 16.0 9.0

Prediction info:

Top Pairing Prob.: 0.01
Aggregate Scout Rank: 188

Similar players:

Similar good player:

T.J. Brodie

Stat ranking info:

Share/Permalink

Ethan Peters (WHL)(more) E. Peters (WHL)(more) 0.0 198 9.0 20.0 13.0 15.0 5.0 10.0 12.0 8.0 11.0 10.0 14.0 16.5 1.0 10.0 7.0 18.0 9.5 8.0 15.0 5.0 9.5 8.0 9.0 11.0 10.5 9.5 11.0 1.0 10.0 3.0 19.0 7.5 14.0 8.5 5.0 9.0 11.0 9.5 9.0 9.0 11.5 10.0 8.0 9.0

Prediction info:

Top Pairing Prob.: 0.0
Aggregate Scout Rank: 198

Similar players:

Similar good player:

T.J. Brodie

Stat ranking info:

Share/Permalink

Mikael Diotte (QMJHL)(more) M. Diotte (QMJHL)(more) 0.01 204 3.5 4.5 14.0 19.0 11.0 2.0 1.0 5.5 19.0 10.0 16.0 16.5 8.0 10.0 15.0 12.5 9.5 8.0 16.5 6.0 9.5 8.0 9.0 11.0 10.5 9.5 11.0 6.0 10.0 7.0 15.5 7.5 11.0 18.0 4.0 9.0 11.0 9.5 9.0 9.0 18.0 10.0 19.0 9.0

Prediction info:

Top Pairing Prob.: 0.01
Aggregate Scout Rank: 204

Similar players:

Similar good player:

Colin Miller

Stat ranking info:

Share/Permalink

Frédéric Brunet (QMJHL)(more) F. Brunet (QMJHL)(more) 0.0 214 9.0 14.5 15.0 10.0 17.0 13.0 14.0 16.0 16.0 18.0 16.0 11.5 6.5 18.0 8.0 12.5 20.0 17.0 16.5 11.0 9.5 17.0 17.0 20.0 10.5 18.0 20.0 18.0 20.0 8.0 15.5 16.0 10.0 15.0 17.0 19.0 20.0 19.0 18.0 17.0 17.0 20.0 14.0 20.0

Prediction info:

Top Pairing Prob.: 0.0
Aggregate Scout Rank: 214

Similar players:

Similar good player:

T.J. Brodie

Stat ranking info:

Share/Permalink

Charles-Antoine Pilote (QMJHL)(more) C. Pilote (QMJHL)(more) 0.02 218 3.5 4.5 8.0 2.0 16.0 18.0 16.0 15.0 10.0 19.5 8.0 7.0 5.0 20.0 13.0 15.5 18.0 18.0 7.0 18.0 9.5 17.0 18.0 2.0 10.5 19.0 19.0 20.0 18.0 18.0 1.0 16.0 8.0 17.0 19.0 20.0 3.0 1.0 19.0 19.0 20.0 19.0 1.0 19.0

Prediction info:

Top Pairing Prob.: 0.02
Aggregate Scout Rank: 218

Similar players:

Similar good player:

T.J. Brodie

Stat ranking info:

Share/Permalink

Gannon Laroque (WHL)(more) G. Laroque (WHL)(more) 0.01 219 9.0 7.0 7.0 1.0 15.0 19.0 17.0 17.0 18.0 10.0 12.0 14.0 19.0 10.0 5.0 11.0 9.5 8.0 11.0 13.0 9.5 8.0 9.0 11.0 10.5 9.5 11.0 19.0 10.0 13.0 2.0 7.5 7.0 8.5 20.0 9.0 11.0 9.5 9.0 9.0 11.5 10.0 8.0 9.0

Prediction info:

Top Pairing Prob.: 0.01
Aggregate Scout Rank: 219

Similar players:

Similar good player:

T.J. Brodie

Stat ranking info:

Share/Permalink

Félix Paquet (QMJHL)(more) F. Paquet (QMJHL)(more) 0.0 - 3.5 19.0 6.0 3.0 7.0 11.0 8.0 7.0 7.0 10.0 16.0 5.0 15.0 10.0 3.0 19.0 19.0 8.0 6.0 8.0 9.5 8.0 9.0 11.0 10.5 20.0 11.0 10.0 10.0 5.0 8.0 20.0 6.0 8.5 13.0 9.0 11.0 17.0 9.0 9.0 11.5 10.0 20.0 9.0

Prediction info:

Top Pairing Prob.: 0.0
Aggregate Scout Rank: -

Similar players:

Similar good player:

T.J. Brodie

Stat ranking info:

Share/Permalink

Olivier Boutin (QMJHL)(more) O. Boutin (QMJHL)(more) 0.01 - 20.0 17.0 16.0 17.0 12.5 5.0 2.0 12.0 13.0 10.0 10.0 9.0 9.0 10.0 4.0 15.5 9.5 8.0 13.0 3.0 9.5 8.0 9.0 11.0 10.5 9.5 11.0 4.0 10.0 1.0 9.0 7.5 12.0 16.0 6.0 9.0 11.0 9.5 9.0 9.0 16.0 10.0 17.0 9.0

Prediction info:

Top Pairing Prob.: 0.01
Aggregate Scout Rank: -

Similar players:

Similar good player:

T.J. Brodie

Stat ranking info:

Share/Permalink

Thomas Belzile (QMJHL)(more) T. Belzile (QMJHL)(more) 0.0 - 3.5 17.0 19.0 7.0 19.0 14.0 7.0 19.0 17.0 10.0 19.0 20.0 6.5 10.0 19.5 20.0 9.5 8.0 19.0 19.5 9.5 8.0 9.0 11.0 10.5 9.5 11.0 16.0 10.0 19.5 12.5 7.5 20.0 20.0 18.0 9.0 11.0 9.5 9.0 9.0 19.0 10.0 13.0 9.0

Prediction info:

Top Pairing Prob.: 0.0
Aggregate Scout Rank: -

Similar players:

Similar good player:

T.J. Brodie

Stat ranking info:

Share/Permalink