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Artificial Intelligence & Machine Learning

NHL Predictions powered by AI

Our proprietary AI analyzes every ice hockey game in depth: goalie performance (GSAx), team form, head-to-head history, Expected Goals, Corsi, and special teams metrics. Your daily AI-powered NHL hockey predictions for Moneyline and Totals, data-driven and designed to maximize your edge.

Next game in
CHI @ BUF
22,000+
Games Analyzed
30M+
Data Points
32
NHL Teams
24/7
Live Updates
Verified Results
Detailed Analysis Per Game
Independent analysis
7-Day Free Trial

NHL regular season ended — Stanley Cup Playoffs start April 19, 2026

Our statistical machine learning model is trained on regular season only. Playoffs game dynamics are radically different (defensive intensity, #1 goalies every game, tighter rotations, more cautious penalties) — publishing picks from an unvalidated model would be irresponsible. We therefore do not publish official NHL picks for the playoffs this season.

✨ Our pre-match analyses continue for every playoff game — in-house statistical detection, context, form, confirmed goalie impact, series momentum, home/road splits. You keep our editorial expertise to bet using your own strategy with full context. Data detection and creating unique per-match analyses remain our core value.

📅 Official NHL picks return: 2026-27 season (October 2026)
💡 Meanwhile: MLB · Soccer

Free NHL predictions today: AI-powered hockey picks

Get daily NHL predictions generated by our machine learning model trained on 22,000+ games since 2008. Our AI analyzes Expected Goals (xG), Corsi, goalie performance and special teams to deliver reliable hockey predictions today for Moneyline and Totals markets. Every pick is data-driven, timestamped, and verifiable on our public results page.

How our NHL model works → — the full method: why we wait for confirmed goalies, how we calibrate, and what we won't claim.

NHL player props: shots on goal → — how we analyse shot lines, and why ice time drives them.

Today's games October 3, 2026

13 games scheduled

Standings & Advanced Stats

Atlantic
Team Pts Record xGF% CF% PP% PK%
1 BUF
109 50-23-9 55.1 51.7 37.0 65.2
2 TBL
106 50-26-6 52.0 53.6 18.5 77.8
3 MTL
106 48-24-10 41.1 42.3 37.5 62.5
4 BOS
100 45-27-10 45.4 46.4 6.7 96.7
5 OTT
99 44-27-11 51.8 49.0 34.8 91.3
6 DET
92 41-31-10 41.4 51.1 27.8 63.2
7 FLA
84 40-38-4 50.2 49.1 22.2 75.9
8 TOR
78 32-36-14 39.2 44.0 40.0 73.9
Metropolitan
Team Pts Record xGF% CF% PP% PK%
1 CAR
113 53-22-7 57.8 55.6 23.3 85.2
2 PHI
98 43-27-12 41.3 41.0 10.7 80.6
3 PIT
98 41-25-16 47.1 53.8 14.3 77.8
4 WSH
95 43-30-9 51.3 46.0 36.4 72.7
5 CBJ
92 40-30-12 48.8 49.2 15.0 52.6
6 NYI
91 43-34-5 50.8 50.7 15.4 76.5
7 NJD
87 42-37-3 54.1 52.2 21.4 77.3
8 NYR
77 34-39-9 48.3 49.3 36.4 91.3
Central
Team Pts Record xGF% CF% PP% PK%
1 COL
121 55-16-11 52.4 55.8 31.6 80.0
2 DAL
112 50-20-12 50.6 49.9 46.2 75.8
3 MIN
104 46-24-12 44.6 46.0 13.3 40.9
4 UTA
92 43-33-6 44.1 50.8 14.3 73.1
5 NSH
86 38-34-10 45.6 47.6 26.1 87.5
6 STL
86 37-33-12 53.3 47.5 33.3 76.2
7 WPG
82 35-35-12 51.3 49.9 33.3 60.0
8 CHI
72 29-39-14 43.7 47.3 8.7 70.0
9 ARI
- 0-0-0 51.9 50.0 28.6 60.9
Pacific
Team Pts Record xGF% CF% PP% PK%
1 VGK
95 39-26-17 55.4 47.4 17.4 79.2
2 EDM
93 41-30-11 48.6 50.4 33.3 52.6
3 ANA
92 43-33-6 51.0 57.4 34.6 47.1
4 LAK
90 35-27-20 50.1 48.3 5.6 80.0
5 SJS
86 39-35-8 45.2 47.2 29.4 54.6
6 SEA
79 34-37-11 41.0 48.8 6.3 52.9
7 CGY
77 34-39-9 39.7 41.8 21.1 78.6
8 VAN
58 25-49-8 44.2 45.2 60.0 76.5

Stats over the last 10 games. xGF% = Expected Goals %, CF% = Corsi %.

Why choose ProbWin for Hockey?

Our AI technology analyses millions of data points to give you a decisive edge

🧠

Advanced Machine Learning

Our proprietary artificial intelligence analyzes millions of historical data points to identify winning patterns and predict outcomes with precision.

🎯

Goalie Analysis

Every goalie is evaluated based on recent form, advanced statistics, and head-to-head history against the opponent. A key factor for reliable predictions.

📊

Advanced Statistics

Beyond classic stats, we integrate advanced metrics like expected goals, Corsi, and shot quality for a complete analysis.

⚡

Real-Time Updates

Our predictions evolve right up until puck drop. Goalie change, last-minute injury: our model adapts instantly.

💰

Value Detection

Our AI compares its predictions to market odds to identify the best value opportunities on every game.

✅

Full Transparency

All our results are published and verifiable. No empty promises: follow our track record and judge for yourself.

📚

Our approach: Value Betting

We only publish a pick when our model detects value — meaning when the odds underestimate the true probability. It's the only profitable strategy long-term.

Understand our methodology →

How it works

In 4 simple steps, access the best NHL analyses

1

Create your account

Free signup in 30 seconds. Immediate access to 3 days of full PRO access, no commitment.

2

Read the analysis

Each NHL game comes with a detailed analysis explaining why our model identified an edge.

3

Make your decisions

Use our data-driven insights to inform your bets and maximize your edge.

4

Verify the results

Every analysis is timestamped and traceable. Check our full history — wins and losses, nothing hidden.

Ready to take it to the next level?

Access detailed AI analysis for every game — explained reasoning, detected edge, and transparent results. Free 7-day trial, no commitment.

Betting Guides for Hockey

Learn the key concepts to optimize your bets

View all guides →

Frequently asked questions

Everything you need to know about ProbWin

How do your NHL predictions work?
Our AI model analyzes over 22,000 historical games (since 2008) and 30 million data points. It evaluates goalie performance, team form, head-to-head matchups, and many other factors to generate reliable predictions.
How often are predictions updated?
Our predictions are updated continuously right up until puck drop. Every significant change (starting goalie announcement, injury, etc.) triggers an automatic recalculation to provide you with the most accurate analysis possible.
Do you offer predictions for other sports?
Yes! In addition to the NHL, we offer predictions for Soccer (football), the NBA (basketball), MLB (baseball), and the NFL (American football). Your subscription gives you access to all our analyses across every available sport.
Is the free trial really commitment-free?
Absolutely. The 7-day trial gives you full access to all our features with no credit card required. At the end of the trial period, you freely choose whether to subscribe or not.
How can I view your past results?
All our results are public and verifiable on our Results page. We believe in full transparency: every prediction is timestamped and its outcome is automatically recorded.
Why is goalie analysis so important?
In hockey, the goalie can single-handedly change the outcome of a game. Our model incorporates starting goalie confirmation, recent form, and advanced statistics to significantly refine our predictions.
What is the difference between "Official Pick" and "AI Trend"?
Official Pick (green badge): The model has detected sufficient edge AND the bet is recorded in our results history. This is a recommendation we officially track.

AI Trend (purple badge): The model detects an opportunity, but it has not yet been validated as an official pick (incomplete data, limited edge, or bet not yet finalized). It is a useful indicator, but not a firm recommendation.
What is ProbWin?
ProbWin is an AI-powered sports predictions platform. Our machine learning models analyze 30+ advanced metrics per NHL game — including goalie GSAx, Expected Goals, Corsi, and special teams stats — to generate data-driven predictions for Moneyline and Totals markets. All results are public and verifiable on our Results page.

Our AI achieves a 59.6% win rate on 2,500+ verified NHL picks.

View our NHL results Free 7-day trial
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