🏒 Now in Beta — icecoldanalytics.ca
ICE COLD Analytics
The Analytics Edge for NHL Bettors

We track what the market underprices — goalie fatigue, cross-country travel, and back-to-back vulnerability — and deliver it to you every morning before puck drop.

Join the Beta See the Dashboard
22K+
Games Analyzed
17 YR
Historical Data
4,800
Goalie Starts Tracked
35
Predictive Features
.ca
Canadian Built
Live Dashboard
Every Game.
Every Morning.
Fatigue flags, goalie situations, and edge scores delivered before puck drop — so you know before everyone else.
NHL Daily Intelligence — Mon Feb 24 2025
icecoldanalytics.ca · Updated 9:14 AM MT
TOR
B2B · 1,847 mi traveled
Backup likely: Källgren
@
7:00 PM ET
COL
3 days rest
Starter: Georgiev (.918)
⚡ Level 3 Alert
Model edge: +11.2%
VAN
B2B · 892 mi traveled
Starter: Silovs (.912)
@
8:30 PM ET
MIN
2 days rest
Starter: Fleury (.908)
◆ Level 2 Watch
Model edge: +6.8%
BOS
2 days rest · 312 mi
Starter: Swayman (.921)
@
7:00 PM ET
NYR
1 day rest
Starter: Shesterkin (.920)
— No Edge
Model edge: +1.2%
FLA
3rd game in 4 nights
Backup likely: Stolarz
@
9:00 PM ET
EDM
3 days rest
Starter: Skinner (.910)
⚡ Level 3 Alert
Model edge: +9.4%
What We Track
Six Signals.
One Edge.
Proprietary data points the market consistently undervalues — tracked automatically and delivered every morning.
🥅
Goalie Intelligence
Real starter identification pulled from every boxscore. Season save%, last-5 form, days rest, and starter vs backup classification — updated daily.
✈️
Travel Load
Exact miles traveled between every NHL arena. Cross-country trips, time zone crossings, and back-to-back road games flagged and impact-scored.
📅
Schedule Fatigue
Back-to-back detection, 3-in-4 nights alerts, rest differentials, and cumulative load scores across the brutal 82-game NHL grind.
🤖
XGBoost Model
Machine learning trained on 22,500 games across 17 NHL seasons. Thirty-five features combined into a calibrated win probability you can trust.
📐
Edge Scoring
Model probability vs closing market implied probability. When the gap exceeds 8–10%, you have a mathematically identified value opportunity.
🚨
Morning Alerts
Level 1–3 alert system in your inbox every game day. Level 3 signals have shown measurable edge over a 79-game tracked sample — and we're still counting.
Process
How It Works
Four steps from raw data to your morning edge report.
Data Collection
NHL API, Pinnacle odds snapshots, and goalie boxscores pulled automatically every day across 17 years of history.
Feature Engine
35 features calculated — travel miles, goalie load scores, rest differentials, rolling shot quality, xG, and more.
Model Prediction
XGBoost model trained on 22,500 games generates a win probability for every game, compared against closing market odds.
Your Daily Report
Edge scores, alert levels, and goalie situations delivered to your dashboard and inbox before puck drop — every game day.
Pricing
Simple.
Transparent.
Beta members lock in founding pricing permanently. No hidden fees. Cancel any time.
Free
$0
forever free
  • Today's schedule & B2B flags
  • Basic goalie situation
  • Level 1 alerts only
  • No edge scores
  • No model probabilities
  • No historical data
Get Started
Sharp
$79
per month
$49/mo for beta members — save 38%
  • Everything in Pro
  • Raw model probabilities
  • Full historical database
  • CSV data exports
  • API access (coming soon)
  • Private Discord + priority support
Join Beta — $49/mo
⚡ Founding Member Access
Get On The Ice

Ice Cold Analytics is opening to a small founding group before public launch. Beta members lock in 35–38% off forever and get direct input into what we build next.

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Ice Cold Analytics provides statistical analysis and information tools for entertainment and research purposes only. We do not offer betting advice or tips.
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