Madness Agent

Bracket advisor grounded in model predictions

Hey! I'm the Madness Agent — your bracket advisor powered by our prediction model. I can look up any D1 team's stats, compare head-to-head matchups with win probabilities, analyze conferences, check live scores, and find upset candidates.

I can also explain how the app works — Elo ratings, the prediction model, strength of schedule, anything.

What would you like to know?

Data: Kaggle March ML Mania · Live: ESPN · Predictions: Elo + LightGBM ensemble