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International Scouting

Player-level xG from IIHF shot charts. Finds finishers above expectation.

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xG
expected goals
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    GAX (Goals Above eXpected)

    G minus xG. Positive means the player is finishing above expectation. Sort by GAX to surface elite finishers. Sort ascending to find under-performers worth a regression bet.

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    xG / Shot

    Average chance quality. 0.05 is slot-range; 0.10+ is high-danger. A player with many shots but low xG/Shot is chucking pucks from weak locations.

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    Identity resolver

    PWHL = active PWHL player. Prospect = NCAA/feeder prospect linked in the scouting DB. Unmatched = roster entry not yet tied to anyone. Unmatched rows with high xG are a scouting gap worth closing.

    PWHLProspectUnmatched

    ↓ Download data · CSV

    This site is an independent research project and is not affiliated with, endorsed by, or sponsored by the Professional Women's Hockey League (PWHL) or any of its member clubs. All team names, logos, marks, and player and prospect images are the property of their respective owners and are used here for identification purposes only.

    Game and play-by-play data sourced from the PWHL's public stats feed. NCAA prospect data sourced from EliteProspects.com. Expected goals (xG), goals saved above expected (GSAx), and other derived metrics are computed independently on this site and are not official league statistics.

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