NHL Analytics · Model v12

The blueprint
for hockey
intelligence

Shift-level RAPM. True opponent-adjusted WAR. A transparent model for valuing NHL players.

16
Seasons modeled
4.9M
Shifts analyzed
1,377
Players rated
0.78
xG model AUC
Top WAR — 2025–26
Current season leaders by Wins Above Replacement
#PlayerPTSWAR
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Sample player report
Custom Player Reports
Get this level of breakdown for your own player
Everything on this site is built from the same rigorous analytics — shot maps, zone entries, percentile rankings, and a real written breakdown, custom-built for your player's own season.
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What makes Blueprint different
True opponent adjustment
Shift-level ±1 RAPM separates a player's impact from both their teammates and the competition they face — not just teammates-only regression.
Trained expected goals model
Built from 1.6 million shot attempts since 2010-11. Every shot is scored by a model that never saw it, trained on hockey from its own era.
Full season and career view
Compare a player's current season impact against their 3-year blended talent level and full career arc.