Player Galaxy: Interactive NHL Player Knowledge Graph

Explore the NHL as an interactive knowledge graph. Search any player to see teammates, statistical comparables, and connections across the league, with GAR and expected goals on every player.

What is the Player Galaxy?

The Player Galaxy maps the NHL as an interactive knowledge graph. Search any player to see how they connect to teammates, statistical comparables, and the rest of the league, with Hockey Alchemy's advanced analytics — Goals Above Replacement (GAR) and expected goals (xG) — attached to every player.

Explore player connections

Pan and zoom through the galaxy to discover comparable players, shared teammates, and stylistic neighbors for any NHL skater or goalie. It's a visual way to scout similar players and see where each one sits in the league landscape.

More: All Players Similar Players GAR Leaders What is GAR?

Explore: Players Teams Standings GAR Leaders Glossary