NHL-ML-Draft

ML-Draft output for D drafted in 2019. ML-Draft version: 2019.1.0.

Data can be missing if there is a lack of source data, or if certain aspects of the overall dataset are not rich enough to make a prediction.

Projected NHL career data is extrapolated, but based on real to-date statistics. Predicted NHL data is data that was predicted using only pre-draft information.

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Predicted NHL PPG Midterm CSS Rank
Bowen Byram (more) 0.448248 NA-4
Similar players:Similar superstar:Probabilities:
  • Miss: 2%
  • Star: 83%
Tobias Bjornfot (more) 0.000000 EU-8
Similar players:Similar superstar:Probabilities:
  • Miss: 64%
  • Star: 10%
Thomas Harley (more) 0.169676 NA-9
Similar players:Similar superstar:Probabilities:
  • Miss: 49%
  • Star: 9%
Cameron York (more) 0.458749 NA-12
Similar players:Similar superstar:Probabilities:
  • Miss: 0%
  • Star: 85%
Simon Lundmark (more) 0.000000 EU-17
Similar players:Similar superstar:Probabilities:
  • Miss: 56%
  • Star: 15%
Matthew Robertson (more) 0.139148 NA-18
Similar players:Similar superstar:Probabilities:
  • Miss: 42%
  • Star: 5%
Vladislav Kolyachonok (more) 0.000000 EU-22
Similar players:Similar superstar:Probabilities:
  • Miss: 61%
  • Star: 3%
Ludvig Hedstrom (more) 0.000000 EU-22
Similar players:Similar superstar:Probabilities:
  • Miss: 91%
  • Star: 2%
Alex Vlasic (more) 0.322305 NA-25
Similar players:Similar superstar:Probabilities:
  • Miss: 32%
  • Star: 16%
Kaedan Korczak (more) 0.000000 NA-31
Similar players:Similar superstar:Probabilities:
  • Miss: 56%
  • Star: 4%
Henry Thrun (more) 0.402587 NA-32
Similar players:Similar superstar:Probabilities:
  • Miss: 11%
  • Star: 40%
Drew Helleson (more) 0.198264 NA-33
Similar players:Similar superstar:Probabilities:
  • Miss: 36%
  • Star: 7%
Albert Johansson (more) 0.290122 EU-33
Similar players:Similar superstar:Probabilities:
  • Miss: 51%
  • Star: 32%
Ryan Johnson (more) 0.140012 NA-36
Similar players:Similar superstar:Probabilities:
  • Miss: 51%
  • Star: 9%
Marshall Warren (more) 0.297248 NA-39
Similar players:Similar superstar:Probabilities:
  • Miss: 48%
  • Star: 21%
Artemi Kniazev (more) 0.000000 EU-40
Similar players:Similar superstar:Probabilities:
  • Miss: 67%
  • Star: 3%
Case Mccarthy (more) 0.169512 NA-41
Similar players:Similar superstar:Probabilities:
  • Miss: 38%
  • Star: 7%
Samuel Sjolund (more) 0.000000 EU-46
Similar players:Similar superstar:Probabilities:
  • Miss: 76%
  • Star: 8%
Mattias Norlinder (more) 0.000000 EU-47
Similar players:Similar superstar:Probabilities:
  • Miss: 96%
  • Star: 2%
William Constantinou (more) 0.000000 NA-54
Similar players:Similar superstar:Probabilities:
  • Miss: 59%
  • Star: 3%
Nikita Okhotyuk (more) 0.000000 NA-55
Similar players:Similar superstar:Probabilities:
  • Miss: 67%
  • Star: 1%
Alexander Popovic (more) 0.000000 EU-56
Similar players:Similar superstar:Probabilities:
  • Miss: 72%
  • Star: 14%
Alexander Lundqvist (more) 0.000000 EU-58
Similar players:Similar superstar:Probabilities:
  • Miss: 82%
  • Star: 2%
Michael Vukojevic (more) 0.000000 NA-61
Similar players:Similar superstar:Probabilities:
  • Miss: 60%
  • Star: 1%
Maxence Guenette (more) 0.000000 NA-69
Similar players:Similar superstar:Probabilities:
  • Miss: 73%
  • Star: 1%
Jordan Spence (more) 0.000000 NA-70
Similar players:Similar superstar:Probabilities:
  • Miss: 60%
  • Star: 5%
Quinn Schmiemann (more) 0.000000 NA-71
Similar players:Similar superstar:Probabilities:
  • Miss: 63%
  • Star: 5%
Jacob Leguerrier (more) 0.000000 NA-72
Similar players:Similar superstar:Probabilities:
  • Miss: 66%
  • Star: 1%
Samuel Johannesson (more) 0.000000 EU-78
Similar players:Similar superstar:Probabilities:
  • Miss: 91%
  • Star: 3%
Jake Lee (more) 0.000000 NA-78
Similar players:Similar superstar:Probabilities:
  • Miss: 58%
  • Star: 4%
Gianni Fairbrother (more) 0.000000 NA-85
Similar players:Similar superstar:Probabilities:
  • Miss: 55%
  • Star: 9%
Samuel Bolduc (more) 0.000000 NA-87
Similar players:Similar superstar:Probabilities:
  • Miss: 58%
  • Star: 1%
Ryan Siedem (more) 0.319424 NA-88
Similar players:Similar superstar:Probabilities:
  • Miss: 31%
  • Star: 8%
Domenick Fensore (more) 0.549609 NA-89
Similar players:Similar superstar:Probabilities:
  • Miss: 1%
  • Star: 95%
Kirby Proctor (more) 0.145912 NA-97
Similar players:Similar superstar:Probabilities:
  • Miss: 46%
  • Star: 2%
William Francis (more) 0.000000 NA-98
Similar players:Similar superstar:Probabilities:
  • Miss: 73%
  • Star: 2%
Zachary Jones (more) 0.455781 NA-104
Similar players:Similar superstar:Probabilities:
  • Miss: 5%
  • Star: 59%
Ethan Frisch (more) 0.000000 NA-109
Similar players:Similar superstar:Probabilities:
  • Miss: 55%
  • Star: 4%
Hunter Skinner (more) 0.000000 NA-112
Similar players:Similar superstar:Probabilities:
  • Miss: 59%
  • Star: 4%
Lev Starikov (more) 0.000000 NA-121
Similar players:Similar superstar:Probabilities:
  • Miss: 66%
  • Star: 0%
Mitchell Brown (more) 0.000000 NA-128
Similar players:Similar superstar:Probabilities:
  • Miss: 54%
  • Star: 3%
Christopher Giroday (more) 0.199079 NA-136
Similar players:Similar superstar:Probabilities:
  • Miss: 48%
  • Star: 13%
Alexander Dersch (more) 0.000000 NA-141
Similar players:Similar superstar:Probabilities:
  • Miss: 86%
  • Star: 0%
Ronald Attard (more) 0.446303 NA-143
Similar players:Similar superstar:Probabilities:
  • Miss: 0%
  • Star: 98%
John Ludvig (more) 0.000000 NA-144
Similar players:Similar superstar:Probabilities:
  • Miss: 70%
  • Star: 4%
Jackson Vandeleest (more) 0.176328 NA-145
Similar players:Similar superstar:Probabilities:
  • Miss: 51%
  • Star: 3%
Oliver Turan (more) 0.000000 NA-146
Similar players:Similar superstar:Probabilities:
  • Miss: 67%
  • Star: 0%
Noah Laaouan (more) 0.000000 NA-147
Similar players:Similar superstar:Probabilities:
  • Miss: 83%
  • Star: 1%
Thomas Pelletier (more) 0.000000 NA-152
Similar players:Similar superstar:Probabilities:
  • Miss: 84%
  • Star: 0%
Sean Larochelle (more) 0.000000 NA-155
Similar players:Similar superstar:Probabilities:
  • Miss: 85%
  • Star: 2%
Predicted NHL PPG
B. Byram (more) 0.448248
Similar players:Similar superstar:Probabilities:
  • Miss: 2%
  • Star: 83%
T. Bjornfot (more) 0.000000
Similar players:Similar superstar:Probabilities:
  • Miss: 64%
  • Star: 10%
T. Harley (more) 0.169676
Similar players:Similar superstar:Probabilities:
  • Miss: 49%
  • Star: 9%
C. York (more) 0.458749
Similar players:Similar superstar:Probabilities:
  • Miss: 0%
  • Star: 85%
S. Lundmark (more) 0.000000
Similar players:Similar superstar:Probabilities:
  • Miss: 56%
  • Star: 15%
M. Robertson (more) 0.139148
Similar players:Similar superstar:Probabilities:
  • Miss: 42%
  • Star: 5%
V. Kolyachonok (more) 0.000000
Similar players:Similar superstar:Probabilities:
  • Miss: 61%
  • Star: 3%
L. Hedstrom (more) 0.000000
Similar players:Similar superstar:Probabilities:
  • Miss: 91%
  • Star: 2%
A. Vlasic (more) 0.322305
Similar players:Similar superstar:Probabilities:
  • Miss: 32%
  • Star: 16%
K. Korczak (more) 0.000000
Similar players:Similar superstar:Probabilities:
  • Miss: 56%
  • Star: 4%
H. Thrun (more) 0.402587
Similar players:Similar superstar:Probabilities:
  • Miss: 11%
  • Star: 40%
D. Helleson (more) 0.198264
Similar players:Similar superstar:Probabilities:
  • Miss: 36%
  • Star: 7%
A. Johansson (more) 0.290122
Similar players:Similar superstar:Probabilities:
  • Miss: 51%
  • Star: 32%
R. Johnson (more) 0.140012
Similar players:Similar superstar:Probabilities:
  • Miss: 51%
  • Star: 9%
M. Warren (more) 0.297248
Similar players:Similar superstar:Probabilities:
  • Miss: 48%
  • Star: 21%
A. Kniazev (more) 0.000000
Similar players:Similar superstar:Probabilities:
  • Miss: 67%
  • Star: 3%
C. Mccarthy (more) 0.169512
Similar players:Similar superstar:Probabilities:
  • Miss: 38%
  • Star: 7%
S. Sjolund (more) 0.000000
Similar players:Similar superstar:Probabilities:
  • Miss: 76%
  • Star: 8%
M. Norlinder (more) 0.000000
Similar players:Similar superstar:Probabilities:
  • Miss: 96%
  • Star: 2%
W. Constantinou (more) 0.000000
Similar players:Similar superstar:Probabilities:
  • Miss: 59%
  • Star: 3%
N. Okhotyuk (more) 0.000000
Similar players:Similar superstar:Probabilities:
  • Miss: 67%
  • Star: 1%
A. Popovic (more) 0.000000
Similar players:Similar superstar:Probabilities:
  • Miss: 72%
  • Star: 14%
A. Lundqvist (more) 0.000000
Similar players:Similar superstar:Probabilities:
  • Miss: 82%
  • Star: 2%
M. Vukojevic (more) 0.000000
Similar players:Similar superstar:Probabilities:
  • Miss: 60%
  • Star: 1%
M. Guenette (more) 0.000000
Similar players:Similar superstar:Probabilities:
  • Miss: 73%
  • Star: 1%
J. Spence (more) 0.000000
Similar players:Similar superstar:Probabilities:
  • Miss: 60%
  • Star: 5%
Q. Schmiemann (more) 0.000000
Similar players:Similar superstar:Probabilities:
  • Miss: 63%
  • Star: 5%
J. Leguerrier (more) 0.000000
Similar players:Similar superstar:Probabilities:
  • Miss: 66%
  • Star: 1%
S. Johannesson (more) 0.000000
Similar players:Similar superstar:Probabilities:
  • Miss: 91%
  • Star: 3%
J. Lee (more) 0.000000
Similar players:Similar superstar:Probabilities:
  • Miss: 58%
  • Star: 4%
G. Fairbrother (more) 0.000000
Similar players:Similar superstar:Probabilities:
  • Miss: 55%
  • Star: 9%
S. Bolduc (more) 0.000000
Similar players:Similar superstar:Probabilities:
  • Miss: 58%
  • Star: 1%
R. Siedem (more) 0.319424
Similar players:Similar superstar:Probabilities:
  • Miss: 31%
  • Star: 8%
D. Fensore (more) 0.549609
Similar players:Similar superstar:Probabilities:
  • Miss: 1%
  • Star: 95%
K. Proctor (more) 0.145912
Similar players:Similar superstar:Probabilities:
  • Miss: 46%
  • Star: 2%
W. Francis (more) 0.000000
Similar players:Similar superstar:Probabilities:
  • Miss: 73%
  • Star: 2%
Z. Jones (more) 0.455781
Similar players:Similar superstar:Probabilities:
  • Miss: 5%
  • Star: 59%
E. Frisch (more) 0.000000
Similar players:Similar superstar:Probabilities:
  • Miss: 55%
  • Star: 4%
H. Skinner (more) 0.000000
Similar players:Similar superstar:Probabilities:
  • Miss: 59%
  • Star: 4%
L. Starikov (more) 0.000000
Similar players:Similar superstar:Probabilities:
  • Miss: 66%
  • Star: 0%
M. Brown (more) 0.000000
Similar players:Similar superstar:Probabilities:
  • Miss: 54%
  • Star: 3%
C. Giroday (more) 0.199079
Similar players:Similar superstar:Probabilities:
  • Miss: 48%
  • Star: 13%
A. Dersch (more) 0.000000
Similar players:Similar superstar:Probabilities:
  • Miss: 86%
  • Star: 0%
R. Attard (more) 0.446303
Similar players:Similar superstar:Probabilities:
  • Miss: 0%
  • Star: 98%
J. Ludvig (more) 0.000000
Similar players:Similar superstar:Probabilities:
  • Miss: 70%
  • Star: 4%
J. Vandeleest (more) 0.176328
Similar players:Similar superstar:Probabilities:
  • Miss: 51%
  • Star: 3%
O. Turan (more) 0.000000
Similar players:Similar superstar:Probabilities:
  • Miss: 67%
  • Star: 0%
N. Laaouan (more) 0.000000
Similar players:Similar superstar:Probabilities:
  • Miss: 83%
  • Star: 1%
T. Pelletier (more) 0.000000
Similar players:Similar superstar:Probabilities:
  • Miss: 84%
  • Star: 0%
S. Larochelle (more) 0.000000
Similar players:Similar superstar:Probabilities:
  • Miss: 85%
  • Star: 2%