Hockey Decision Intelligence

ML-powered player clustering, market inefficiency analysis, and natural language search — all on live NHL data.

875

Active Players

Cluster Labels

2025–26

Season

Top Performers

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Connor McDavid

EDM · 29y

PTS

138

P/60

4.39

TOI

23.0

Pctile

98th

Nikita Kucherov

TBL · 33y

PTS

130

P/60

5.05

TOI

20.3

Pctile

99th

Nathan MacKinnon

COL · 30y

PTS

127

P/60

4.28

TOI

22.3

Pctile

99th

Macklin Celebrini

SJS · 20y

PTS

115

P/60

3.95

TOI

21.3

Pctile

92th

Mark Scheifele

WPG · 33y

PTS

103

P/60

3.51

TOI

21.5

Pctile

83th

Nick Suzuki

MTL · 26y

PTS

101

P/60

3.55

TOI

20.8

Pctile

97th

Analytics Playground

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