NCAA Tournament Analysis

March
Madness,
Modeled.

Machine learning tools and data-driven writing for the NCAA Tournament. Bracket probabilities, model comparisons, and the numbers behind the chaos.

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Tools

Interactive
Bracket Tracker

Simulate the NCAA Tournament round by round. Advance or eliminate teams and watch win probabilities update in real time across three prediction models.

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Interactive
Matchup Explorer

See the odds, predicted final score, and spread of any matchup in this year's tournament according to the models.

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Interactive
Bracket Simulator

Create your own bracket using odds generated by the models.

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Interactive
Bracket War Room

Track bracket stakes and scores across groups, pools, and sites.

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Interactive
Sweet 16 Simulator

Simulate the tournament from the second weekend on.

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Latest Writing

Tournament Reset: Sweet 16 Preview 2026 A Mea Culpa 2026 Men's Tournament Preview
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About Noku.

Noku Brackets applies machine learning models to the NCAA Tournament — building tools that turn simulation data into something you can actually explore. The bracket tracker lets you stress-test predictions, advance teams, and watch the numbers shift in real time. More tools and writing on the way throughout the season.