Where he stands
Chepe Mariscal is 5-1 across 6 fights on our tape. Our rating has him at 1643 — 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 goes the distance
Chepe rarely finishes — most of his wins come on the cards. That's not a criticism; decision fighters are often the most predictable profile on a board, because they win by accumulating rather than by landing one shot. It does mean his ceiling in any single fight is capped, and that the judges become a variable no model handles well.
How the model reads him
The number attached to Chepe is a matchup output, not a ranking. Rating versus rating, then style versus style, then the things that bite in this sport specifically — age and time off. It gets graded on the fight board like every other call.
What we'd flag
Two limits worth carrying. We only hold UFC and Contender Series fights from 2015, so anything before that is invisible to these numbers. And a single punch can settle a fight the better fighter was winning — this sport punishes confident predictions more than most.