B Besalt Labs Bracket Simulator

College Basketball Bracket Simulator

Run the bracket. Follow the data.

One bracket. Real results from ESPN. Warren Nolan Elo plus seven official NCAA team stats for every remaining game. Then we simulate the tournament and see what keeps showing up. Run the simulation and then check out the results below!

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Games left in bracket -
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AI Spend Shot Clock

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Bracket Simulator

Simulation result

Cached snapshot

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Result winner -
Exact bracket hits -
Teams that won at least once -
Page snapshot -

This button updates the bracket, highlights, and odds. The published site snapshot refreshes every 10 minutes.

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Fast Read

Highlights

The patterns the sim keeps surfacing.

One Bracket

Bracket Board

Building bracket...

Measuring how often this exact bracket shows up...

Market Gap

What prediction markets have to say

A clean side-by-side between the model and live Kalshi round prices.

Probability Board

Round Survival Odds

Remaining-game odds from Warren Nolan Elo plus seven official NCAA team stats, rerun against the current bracket state.

Team R32 S16 E8 F4 Title

Inputs

Sources And References

Every live feed on the page plus the relevant docs are linked here.

Ops

Feed Notes

    Under The Hood

    The slightly longer version

    The short version is bracket tree plus Warren Nolan Elo, seven official NCAA stat pages, a tournament-form band, and a pile of weighted coin flips. The longer version is where the fun bugs usually hide, and why the most likely bracket is not always the highest-EV bracket.

    Open the technical explainer

    Want more AI fun? Reach out to dan@besaltlabs.ai.