shin2chin the fight ledger

UFC 330: Makhachev vs. Machado Garry

2026-08-15

Model record on this card: 4–5 on 9 graded bouts. Picks computed pre-fight, never edited.

Model accuracy44.4%
Model log loss0.806
Closing line accuracy55.6%
Closing line log loss0.940
Disagreement33.3%

On 9 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
Eric McConicoDonte JohnsonLossKO/TKO31%
Esteban RibovicsEdson BarbozaWinKO/TKO80%
Ramiz BrahimajNeil MagnyLossKO/TKO33%
Mackenzie DernGillian RobertsonWinU-DEC
Lucas FernandoRafael TobiasWinKO/TKO
Jeremiah WellsMyktybek OrolbaiWinSUB27%
Vicente LuqueTresean GoreLossU-DEC69%
Ian Machado GarryIslam MakhachevLossU-DEC44%
Kauê FernandesJalin TurnerLossKO/TKO60%
Mansur Abdul-MalikDustin StoltzfusLossSUB61%
Joel AlvarezChidi NjokuaniLossU-DEC74%