The Lab

Rank every skater on any of 30 metrics, or put players head-to-head. The numbers most sites don't show — relative impact, puck security, finishing luck — for all ~400 qualified forwards and ~200 defensemen. Every view is a shareable link.

Tool 01 · Leaderboards

Whole-league leaderboards

Pick a metric — relative xG%, d-zone giveaways, finishing luck, game score — and read the whole league sorted the model's way. Position-relative percentiles, forwards or defense.

Open leaderboards

Tool 02 · Compare

Head-to-head compare

Put 2 to 6 skaters side by side across every metric plus the signature formulas — Trust-Impact Gap and friends. The green arrow marks who wins each row. Copy the URL to share the exact matchup.

Open compare

◆ What's different· these are on-off and rate stats, not box-score counting numbers. Everything is a model-estimated proxy from MoneyPuck aggregates via the analytics sidecar; percentiles are always relative to a player's own position.