Tests common hockey beliefs such as losing a step with age, momentum and goaltender evaluation against NHL data, reporting effect sizes with confidence intervals. Readers get plain-language statistical analysis showing which popular metrics and narratives hold up.

A weekly NHL analytics column that picks ten data-driven observations from the current hockey season, using play-by-play data, Natural Stat Trick and custom charts. Readers get early-season trends on ice time sharing, expected goals and team performance explained with context from prior seasons.

A Chicago Blackhawks blog that combines game recaps with hand-tracked zone entry data, advanced stats and video breakdowns. Readers get analysis of individual players and lines, plus roster news with context.

The Reef publishes video-based scouting deep dives on San Jose Sharks draft picks, breaking down each prospect's strengths and weaknesses with clips. Readers get specific play-level analysis and comparisons to current and former players.