How the fight model works
Every fighter carries a strength rating that updates after each bout and weights the quality of the opponent — beating a ranked contender moves it far more than beating a debutant. Two ratings produce a baseline win probability, which is then adjusted for the stylistic matchup: the striking exchange implied by output against absorption, and the grappling exchange implied by takedown rate against takedown defense. Age and layoff factor in, because both bite harder in this sport than most.
That probability is converted to fair odds and shown directly above the best price across the US books we track, with the books' number stripped of vig so the two are actually comparable. How the pieces are weighted is ours; the output and its record are public.
Why there are no picks here
Because the model hasn't earned them. It's calibrated — when it says 65%, that happens about 65% of the time — but calibration and profitability are different things. A well-calibrated model that agrees with the market everywhere it matters has no edge, and that's the honest description of where this one sits today.
So a ◆ lean marks where our number and the market's diverge most, and nothing more. We're tracking every card in public to find out whether those disagreements mean anything. If they don't, this page will keep saying so.
That's the same conclusion we reached on several baseball prop markets — home runs, total bases, hits+runs+RBIs — where a full review found no edge worth acting on. The boards stay up because the projections are useful; they don't produce plays because the market prices them well. See how MatchWiz works for the fuller version of that argument.
Where the model is weakest
Short tape. A fighter with two UFC bouts has a rating built on almost nothing. Those rows are marked small sample, and the number attached to them is a rough guess wearing a decimal point.
Late changes. Fights fall out, opponents change on days' notice, and a fighter missing weight materially changes the matchup without changing any stat line the model reads.
Variance is enormous. One punch settles a fight that the better fighter was winning. Over a card, results tell you very little; over a season of cards, the record starts to mean something. That's the horizon everything here should be judged on.
Deeper numbers live on the leaderboards and the head-to-head comparison.