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Best ice hockey prediction sites: NHL models, stats and picks

Editorial disclaimer: TheBettingDude reviews betting products. I do not take bets, host odds or accept payment for a rank, and the links out are plain links with no commission behind them. Featured placements are labelled and sit outside the ranking. How I score

11 listedupdated by The Dude

Top 10 compared

Comparison of the 10 best-scoring entries on this list. Sort by rank, name or score.
RankNameScorePlatformsPriceBest for
1Hockey Reference8.3WebFree, with a paid upgradeNHL stats, game logs and history from the Sports Reference family. Free, and built for research rather than picks.
2MoneyPuck8.2WebFreeFree NHL model with pre-game win probabilities, live win odds and expected goals. Shows its working, which I like.
3Action Network8.1WebFree, with a paid upgradeUS betting news, odds and expert picks, with public betting percentages. The sharper tools need a PRO subscription.
4Natural Stat Trick8.1WebFreeAdvanced NHL stats: shot share, expected goals and line combinations. Tables only, so expect a learning curve.
5Covers8.0WebFreeLong-running North American betting site: odds, consensus picks, matchup stats and a big forum.
6BetExplorer7.8WebFreeResults, fixtures and odds archives across many sports. Not a tips site, more a reference desk for doing your own homework.
7Dimers7.8WebFree, with a paid upgradeRuns thousands of simulations per game and shows where its numbers disagree with the sportsbooks. Best picks are paid.
8Daily Faceoff7.7WebFreeProjected NHL line combinations and starting goalies, which is exactly what you need to check before a hockey bet.
9Pickswise7.5WebFreeFree expert picks for US sports, each with a short write-up and a confidence rating.
10Leans.ai7.0WebPaid subscriptionAI-generated picks for the main US leagues, sent daily to subscribers. Paid, so check its published record before you commit.

Which ice hockey prediction sites should you use?

Hockey bettors deserve more than a name and a green tick. This page ranks the best ice hockey prediction sites, and the NHL is where the good ones are. Hockey has one of the strongest free analytics scenes in any sport, so most of the top entries cost nothing.

Models and data. MoneyPuck is a free NHL model with pre-game win probabilities, live win odds and expected goals, and it shows its working, which I like. Natural Stat Trick has advanced stats, shot share and line combinations in plain tables, with a learning curve. Hockey Reference holds NHL stats, game logs and history. Daily Faceoff lists projected line combinations and starting goalies, the last thing to check before any hockey bet.

Picks and previews. Action Network and Covers cover the NHL as part of their wider US betting coverage. Dimers simulates each game and sells its best picks. Pickswise gives free picks with a write-up. BetExplorer and Vitibet reach European leagues, with Vitibet explaining little about how its numbers are made.

What matters when I rank a hockey site: does it use shot-based numbers such as expected goals (a measure of shot quality) or just results? Does it account for the starting goalie? Does it show probabilities you can compare with a moneyline? How open is the method, how much is free, and how heavy is the sportsbook advertising? You can check how I score on the methodology page. The marks are provisional. No hands-on review stands behind them yet.

To compare a model’s percentage with a bookmaker’s price, use the odds converter; value betting explains what the gap means. The NHL betting guide covers the puck line and totals, and bookmakers are on the ice hockey betting sites list. 18+, or 21+ in most US states.

The full ranking

Hockey Reference

#18.3

NHL stats, game logs and history from the Sports Reference family. Free, and built for research rather than picks.

WebPrice: Free, with a paid upgrade

MoneyPuck

#28.2

Free NHL model with pre-game win probabilities, live win odds and expected goals. Shows its working, which I like.

WebPrice: Free

Action Network

#38.1

US betting news, odds and expert picks, with public betting percentages. The sharper tools need a PRO subscription.

WebPrice: Free, with a paid upgrade

Covers

#58.0

Long-running North American betting site: odds, consensus picks, matchup stats and a big forum.

WebPrice: Free

BetExplorer

#67.8

Results, fixtures and odds archives across many sports. Not a tips site, more a reference desk for doing your own homework.

WebPrice: Free

Dimers

#77.8

Runs thousands of simulations per game and shows where its numbers disagree with the sportsbooks. Best picks are paid.

WebPrice: Free, with a paid upgrade

Leans.ai

#107.0

AI-generated picks for the main US leagues, sent daily to subscribers. Paid, so check its published record before you commit.

WebPrice: Paid subscription

Vitibet

#116.9

Predictions from its own INDEX rating (recent form plus home/away strength) for football, ice hockey, basketball and handball. Dated look.

WebPrice: Free

Ice hockey prediction sites: common questions

  • What is the best site for NHL predictions?

    MoneyPuck is the place to start: a free NHL model with pre-game win probabilities, live win odds and expected goals, and it shows its working. Pair it with Daily Faceoff for projected lines and starting goalies. If you want written picks, Pickswise and Covers publish them free, and Dimers runs simulations with its best picks paid.

  • Where can I find confirmed NHL starting goalies?

    Daily Faceoff tracks projected line combinations and starting goalies for every NHL game, marking whether a starter is expected or confirmed. It's exactly what you need to check before a hockey bet, because a late switch to the backup can move the moneyline. Confirmation often comes on the day of the game.

  • What is expected goals in hockey?

    Expected goals, or xG, gives every shot a probability of scoring based on things such as distance, angle and shot type. Adding them up shows which team created the better chances, whatever the scoreboard says. Since hockey results are noisy, xG share over a stretch of games often says more about a team than its record.

  • Are there prediction sites for European hockey leagues?

    Coverage is thinner. Vitibet publishes index-based predictions for hockey beyond the NHL, and BetExplorer has results and odds archives for many European leagues. The advanced-stats sites on this list are NHL-only. For the KHL or the Swedish league you'll be working from results, tables and odds history more than from models.

  • Do hockey prediction sites beat the bookmakers?

    Not reliably, and the honest ones don't claim to. NHL moneylines are an efficient market, and a public model's numbers are visible to bookmakers as well. The value of these sites is in understanding why a price is what it is, and in spotting the occasional game where news hasn't been priced in yet.

  • Is Natural Stat Trick useful for beginners?

    It's powerful and unfriendly. Natural Stat Trick has advanced NHL stats, such as shot share, expected goals and line combinations, presented as plain tables, so expect a learning curve. Beginners should start with MoneyPuck's visual pages and move to Natural Stat Trick when they want to check how a team plays at five-on-five.

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