Where he stands
Casey O'Neill is 6-2 across 8 fights on our tape. He's on a 2-fight winning run. Our rating has him at 1595 — it moves with every result and weights who he beat, so a win over a ranked opponent counts for far more than one over a debutant. A record on its own says very little in this sport — two fighters at 12-3 can have faced completely different opposition, which is exactly the gap the rating is built to close.
He ends fights
67% of Casey's wins have come inside the distance. That's a real trait and a volatile one: a finisher's floor is lower than his highlight reel suggests, because the same aggression that ends fights early loses them early. He absorbs 5.5 significant strikes a minute, which is the number to watch — a high finish rate paired with heavy absorption is a career that tends to be short and loud.
How the model reads him
Two ratings produce a baseline, then the matchup adjusts it: who lands more, who absorbs more, who controls where the fight happens. That's the whole shape of it for Casey and for everyone else — no manual adjustments, no fighter the model likes.
What we'd flag
Our tape runs from 2015 across UFC and Contender Series bouts, so a long career elsewhere shows only the part we can measure. And variance in this sport is enormous — one punch settles a fight the better fighter was winning, which is why nothing here should be read off a single result.