Each row splits one source's view of the fight. The dashed line is even odds. Where the models sit further from the market, they are claiming an edge.
Tale of the tape
Julia PolastriKarolina Kowalkiewicz
Career UFC averages. Bars are scaled within each row, so compare left against right, not row against row. The stronger side is highlighted, and for strikes absorbed the lower number is the better one.
How it ends
KO/TKOSubmissionDecision
Each model's split across the ways this fight can finish, out of 100.
The analysis
Claude
Julia Polastri by Decision, 63% confidence
Polastri's superior grappling (80% takedown accuracy vs Kowalkiewicz's 23%) and recent momentum (2-fight win streak) give her the edge. Kowalkiewicz's 38-year-old legs have shown vulnerability to wrestlers, and Polastri's 3x submission threat advantage (0.6 vs 0.2 per fight) forces Kowalkiewicz to defend constantly. The Brazilian crowd advantage in Rio adds another layer of pressure.
GPT
Karolina Kowalkiewicz by Decision, 62% confidence
Kowalkiewicz holds a slight edge in striking volume and experience at the UFC level, combined with better takedown defense (73% vs 61%) which should help neutralize Polastri's superior takedown accuracy. Both fighters are defensively similar and have comparable output, but Kowalkiewicz's durability and proven ability to sustain high-paced striking exchanges against elite opposition give her a small but notable advantage over three rounds.