BAG SZN Blog
Fight Breakdowns
Long-form recaps on fights we called — what our model predicted, how the bout actually played out, and whether Bag Season delivered.
Gaethje Stuns in Round Four: How the Clinch-Heavy Script Broke Against Our Read
Justin Gaethje secured a fourth-round Kotko finish at UFC Freedom 250—a result we didn't see coming. Here's where our pre-fight thesis met reality.
Gane Punches Through Pereira’s Heavyweight Experiment at UFC Freedom 250
Ciryl Gane stopped Alex Pereira in round two, defying our unrated pre-fight stance and exposing the limits of Poatan's heavyweight audition — a full breakdown of what we called, what actually happened, and where the read broke.
O'Malley Catches Zahabi: When the Script Vanishes in Round Two
Sean O'Malley finished Aiemann Zahabi via second-round knockout at UFC Freedom 250—a fight we couldn't confidently call, and one that exposed the limits of incomplete data.
Hokit’s Heavyweight Roulette: Why We Missed on Lewis – and Why That’s the Norm
Josh Hokit’s second-round TKO of Derrick Lewis was a classic heavyweight surprise. BAG SZN had no pick – here’s how the fight defied every script, and why that’s exactly what we should have expected.
Ruffy Shocks Chandler at UFC Freedom 250 — A Sweaty, No-Script Lab Test That Paid Off Violently
Mauricio Ruffy derailed Michael Chandler at 4:29 of round one via knockout at UFC Freedom 250. We entered with no clear side and paid for it — here's what the tape revealed.
Nickal Shatters Script with First-Round Knockout Over Daukaus
Bo Nickal defied our expectations and his own wrestling pedigree, finishing Kyle Daukaus via knockout at 4:34 of round one in a fight that unfolded nothing like the grappling chess-match we anticipated.