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Frequently asked questions
Answers to common questions about PlayerWON, NHL predictions, model performance, data sources, accounts, and betting tools.
PlayerWON is an NHL-focused prediction and analytics platform.
We combine publicly available hockey data, our own data processing,
and machine-learning models to create predictions, matchup pages,
statistics, and betting-related tools.
Yes. PlayerWON currently provides free access to its NHL predictions,
statistics, and tools. Premium features may be introduced later,
but the site is free to use right now.
PlayerWON tracks model performance publicly so users can see how
predictions are performing. Rather than advertising one fixed number,
we show updated results on the homepage and model-performance pages.
PlayerWON uses publicly available NHL data and processes it into
its own database, views, rolling features, summaries, and model inputs.
Betting-related tools also use sportsbook odds data.
Learn more on the
How Our Data Works page.
No. PlayerWON is an independent project and is not affiliated with
or endorsed by the NHL or any NHL team.
No. Sports betting always involves risk, and no model can guarantee
results. PlayerWON predictions and tools provide information and analysis,
not certainty. Please bet responsibly.
Model probability is PlayerWON’s estimate of an outcome occurring.
Betting odds are the market price offered by a sportsbook.
Comparing the two can help show where the model and market disagree.
Fair odds are the odds implied by a model probability without sportsbook margin.
Edge is the difference between the model view and the market’s implied probability.
Expected value, or EV, estimates whether a bet may be favourable over the long run.
The Odds Guide explains these ideas in simpler terms.
Yes. The NHL Data Hub includes downloadable team, player, goalie,
and game datasets.
You can browse most of PlayerWON without an account.
Features such as saved picks, pick history, and leaderboard participation
require you to register and log in.
PlayerWON updates data regularly, but timing varies by page,
data source, and whether games are upcoming, live, or completed.
If you notice a problem with data, predictions, page content,
or site behaviour, use the
Contact page
and we will investigate.