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Research analytics, not betting advice. Fair probabilities are devigged sharp-sportsbook lines; matches can be wrong, prices move, and past results never guarantee future returns. Public market data from Polymarket's Gamma and CLOB APIs.

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Can a fight model beat
the Polymarket price?

A model scores every UFC fight from history alone, without seeing the market. Where its number disagrees with the price, that gap is the edge this desk trades. Every bout is on the board, not only the picks.

/Public data only
/No wallet, no keys
/Model scores blind
/Read-only
  1. Question
  2. /Method
  3. /Sample
  4. /Verdict
  5. /Caveats
  6. ← All research

How it works

01

Read the price

Polymarket quotes both fighters. The price is the crowd's estimate of the chance each one wins.

02

Score the fight blind

A model built from past bouts estimates the same chance without seeing the price. Fighters with too little history score as no coverage rather than a guess.

03

Take the difference

Where the model is more confident than the market, that gap is the edge.

04

Let the guards veto it

Six checks can block a pick — thin fighter history, a price too near even money, an excluded weight class, and three more. A blocked bout stays on the board with its guard shown.

Every bout on the next cards

Every synced bout, model against market

UFC analytics unavailable

The public market browser remains available while private analytics reconnects.

What would change this

An edge is not a prediction. The claim is that the price is wrong, not that the fighter wins. Most picks lose.

The history is thin. Fighters compete a few times a year, so even a long career is a small sample — which is why no coverage is usually the biggest bucket on the board.

The guards were chosen, not fitted. A guard set too strict quietly costs picks and leaves no trace beyond the guarded count.

Prices move after a scan. An edge shown here may already be gone; graded results live in History.