Ubunifu Madness
  • Scores
  • Rankings
  • Bracket
  • Teams
  • Ask Madness
  • Compare
  • Players
  • Records
  • Track record
  • How it works

Start

  • Home

Follow the season

  • Scores
  • Rankings
  • Bracket
  • Teams
  • Ask Madness

Dig deeper

  • Compare teams
  • Players
  • Champions & records
  • Track record
  • How it works
Ubunifu Madness

Ratings and win probabilities for every Division I team, men's and women's, from Elo ratings calibrated on past seasons. We publish how often we are right, and the ceiling that sits against.

The model

  • How it works
  • Track record
  • Terms & disclaimers

Data

  • Kaggle — historical results (CC BY 4.0)
  • ESPN — live scores and rosters
  • Source on GitHub

© 2026 Ubunifu Madness · Built by Richard Pallangyo

Analytics only, not betting advice. Not affiliated with the NCAA.