shin2chin the fight ledger

UFC 316: Dvalishvili vs. O'Malley 2

2025-06-07

Model record on this card: 6–1 on 7 graded bouts. Picks computed pre-fight, never edited.

Model accuracy85.7%
Model log loss0.482
Closing line accuracy85.7%
Closing line log loss0.370
Disagreement0.0%

On 7 graded fights with a closing line.

What these numbers mean
Model accuracy
How often the side our model favored won.
Model log loss
Grades the probabilities themselves, and it punishes confident misses hardest. Lower is better; always guessing 50/50 scores 0.693.
Closing line accuracy
How often the bookmakers' final favorite won, on the same fights we graded ourselves on.
Closing line log loss
The same probability grade for the bookmakers' final line. Lower is better.
Disagreement
Share of fights where our pick differed from the bookmakers' favorite.
FighterOpponentResultMethodModel P(fighter)Stats
Brendson RibeiroAzamat MurzakanovLossKO/TKO22%
Andreas GustafssonKhaos WilliamsWinU-DEC
Joe PyferKelvin GastelumWinU-DEC51%
Joo Sang YooJeka SaragihWinKO/TKO
Yanal AshmouzQuillan SalkilldLossU-DEC39%
Vicente LuqueKevin HollandLossSUB43%
MarQuel MederosMark ChoinskiWinU-DEC
Joshua VanBruno SilvaWinKO/TKO83%
Cong WangAriane Lipski da SilvaWinU-DEC
Mario BautistaPatchy MixWinU-DEC
Kayla HarrisonJulianna PeñaWinSUB
Merab DvalishviliSean O'MalleyWinSUB60%
Serghei SpivacWaldo Cortes-AcostaLossU-DEC51%