Editorial note

Methodology

What the numbers are, where they come from, and where the public data runs out.

Where the Numbers Come From

Every figure on Edgework is pulled live from NHL’s public web API at api-web.nhle.com. The homepage leaderboards draw on the NHL EDGE tracking feed — the same puck-and-player tracking that powers broadcast graphics — while player profiles blend EDGE data with classic box-score stats.

League Leaders

The six leaderboard cards each call a dedicated EDGE “top-10” endpoint — skating speed, speed bursts, skating distance, shot speed, offensive-zone time and 5-on-5 save percentage. The six endpoints are fetched in parallel and normalized into one shape so the page can render them identically. Speed Bursts · 20+ MPH sums the 20–22 mph and 22 mph-plus tracking buckets for a true count at or above 20 mph.

Scoring Leaders

Top Forwards and Top Defensemen rank by points, split out of the league-wide scoring list. Top Goalies ranks by wins: goals saved above expected(GSAx) is the metric we’d prefer, but it requires an expected-goals model that NHL does not publish through the public API.

Known Gaps

NHL does not expose public top-10 leaderboards for shots on goal or high-danger shots — that tracking data lives only on individual player pages. As a result those two leaderboards are not shown here. Anything we cannot source cleanly is left out rather than estimated.

Freshness

Leaderboard data is cached for one hour; player profiles are cached for twelve. The “last refreshed” timestamp in the footer marks when the homepage last regenerated.