Analytics Blog
Methodology notes, model deep-dives, and field guides to using AI4GAMEDAY across MLB, NBA, NHL, NFL, MLS, NCAAF, EPL, and IPL.
- ·6 min readNHLPlayoff SimulatorMonte Carlo
NHL Playoff Odds 2026: How Our Monte Carlo Model Works
How AI4GAMEDAY simulates the rest of the 2026 NHL season tens of thousands of times to produce calibrated playoff odds — and how to read them.
- ·5 min readWin ProbabilityLive Analytics
Win Probability, Explained
What live in-game win probability actually measures, why it jumps on big plays, and how to use it without overreacting.
- ·5 min readNFLPlayoff Simulator
NFL Playoff Simulator: How to Read the Bracket
A short field guide to reading NFL playoff probabilities — division odds, wild card race, seeding, and Super Bowl percentages.
- ·4 min readPower RankingsMethodology
Power Rankings, Explained
How AI4GAMEDAY builds power rankings from possession-level data, what the tier badges mean, and why they sometimes disagree with the standings.