Beyond the eye test.
Advanced NHL Analytics for the data-driven fan. Explore WAR, xG, shot maps, and league-wide leaderboards for every skater since 2013-14.
Rate every skater with WAR
See how good a player really is: Wins Above Replacement built from an expected-goals RAPM model, plus offense, defense, finishing, special teams and penalties - on one 0–100 scale.
Explore PlayersRank the whole league
A mobile-first leaderboard of every skater, sortable by WAR or any rating, filterable by season, position and ice time.
Open RankingsUnderstand the metrics
A plain-language glossary of the stats and models behind the numbers - from xG to WAR, across Fun, Standard and Technical depth.
See GlossaryHow it's built
The data sources, the models, and the methods behind the numbers - and who's behind datarena.
How It Works