Ubunifu Madness
Six prediction signals blended in real time — Elo, ML model, momentum, conference strength, schedule difficulty, and efficiency. Predictions locked before tipoff, accuracy tracked transparently. An AI agent that breaks down any matchup on demand.
How It Works
ML predicts. AI explains. You decide.
1. Six Signals Blend
Elo ratings, a 31-feature ML ensemble, momentum, conference strength, SOS-adjusted records, and efficiency combine into a single win probability — updated daily from ESPN.
2. AI Explains Why
Our AI analyzes every matchup — conference context, momentum, pace matchups, historical upset rates. Not vibes, data-driven basketball analysis.
3. Build Your Bracket
Use AI picks, your gut, or a mix. The bracket chat agent helps you make informed picks — ask it anything about any matchup.
Features
Live Scores & Predictions
Real-time ESPN scores with blended win probabilities locked before tipoff. Track model accuracy as games finish.
Interactive Bracket
Build your bracket with AI win probabilities for every matchup. Click to advance teams or let the model auto-fill.
Power Rankings
Elo-based power rankings for 700+ teams with conference strength, strength of schedule, and daily ESPN updates.
Head-to-Head Compare
Compare any two teams side-by-side with stat breakdowns, conference context, recent meetings, and AI analysis.
Madness Agent
AI bracket advisor with 6 tools — look up any team, get blended predictions, check live scores, find upset picks.
Performance Tracking
Full transparency: cumulative accuracy charts, daily breakdowns, calibration curves, and a game-by-game log.