The Ultimate Fight Fan

The honest benchmark

Model vs market

Our out-of-sample probabilities against the sharpest public price, market by market. The closing line is the benchmark — this is calibration insight, not betting advice.

The winner model's out-of-sample win probabilities against the de-vigged consensus closing line.

No overlap between model predictions and odds yet. (Run the winner-model training and the odds backfill against this database.)