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Edwards is known for excellent distance management, timing, and composure, which normally favors him in 5-round fights.
If I assumed he’d out-point his opponent rather than get drawn into a war or caught slipping, that could be a bias toward his technical, tactical style.
If the opponent (e.g. someone like Belal Muhammad or Shavkat Rakhmonov) applied relentless pressure, that might have neutralized Edwards’ rhythm.
Did the opponent improve noticeably since previous fights? The model needs to adapt to fighter evolution — that’s a blind spot sometimes.
If the opponent had strong wrestling or clinch control, and the prediction banked too much on Edwards’ TDD or ability to escape the cage, that’s a tactical misread.
Some fighters can weaponize cardio or mix levels so well that Edwards’ striking never gets going.
Was Edwards coming off a high-pressure situation (e.g. defending title, personal distractions)?
Was the opponent hungry, in the best shape, on a strong win streak — and showing serious composure?
If Edwards had a tough camp, hidden injuries, or took too much damage in previous fights and didn’t fully recover, that would dull his sharpness.
The most likely error was a combination of:
Overestimating Edwards’ ability to control the tempo.
Undervaluing the opponent’s pressure, wrestling, or clinch threat.
Missing the mental or physical wear Edwards might have been under.
Veteran edge: Jan has fought top-tier competition — Izzy, Rakic, Glover, Ankalaev, etc. That experience usually counts.
Power parity: Both guys hit hard, but Jan has proven KO power against high-level opposition.
Ulberg’s untested chin vs Jan’s Polish Power™ might’ve looked like a mismatch on paper.
Grappling advantage: Jan has solid takedowns and top control — a route to neutralize a flashy striker like Ulberg.
Ulberg has been sharpening his composure and defense with each fight.
He’s no longer the brawler who gassed out and got clipped. He’s now calculating, patient, and picks clean shots.
If the model was still weighting his early UFC fights (like vs. Kennedy Nzechukwu), that’s outdated.
Jan is aging, and we've seen signs of slower entries, less explosion, and some timing issues.
Coming off injuries or wars could’ve dulled his reflexes and cardio.
He might still look dangerous early, but that fade in R2 or R3 is real now.
Ulberg likely had the speed, angles, and range control to frustrate Jan.
If Jan couldn’t cut him off or clinch him up early, he was going to be chasing shadows and eating shots.
Ulberg doesn’t need volume. He places sharp, fast strikes with surgical precision.
Jan’s durability might’ve been overestimated based on past fights, but wear-and-tear adds up.
I probably leaned too heavily on Jan’s veteran status, power, and grappling.
I underrated Ulberg’s growth, composure, and ability to fight a clean, efficient striking battle.
And I didn’t penalize Jan enough for age-related decline and recent damage.
UFC experience — fought higher-level opposition than Thainara.
Pressure, brawling style — tends to overwhelm lower-level fighters when she's the favorite.
Fighting at home or in a familiar market — often energizes her performances.
Marketed fighter with crowd support — which can sway judging in close moments.
So if the pick was McCann to win, the idea was likely: “veteran pressure brawler vs UFC newcomer = safe bet.”
Thainara is a legit BJJ black belt and far more dangerous on the mat than her UFC-inexperienced label suggests.
McCann’s grappling defense is a known hole — remember how Erin Blanchfield and Julija Stoliarenko ran through her on the ground.
If Thainara got even one takedown, the fight was almost certainly going downhill fast.
“UFC newcomer = lower level” is not always true, especially for grappling specialists entering from strong regional scenes.
Thainara’s record may not have looked elite, but her style and tools matched up terribly for McCann.
That style works great against strikers with poor movement or less power.
But against someone who welcomes the clinch or grappling scrambles? It backfires.
And if she gets reversed or taken down, her pressure game collapses.
McCann has been through the UFC spotlight grinder — ups, downs, and viral knockouts (both delivering and receiving).
That wears on a fighter. Confidence can dip, reaction time slows, and fighters start second-guessing themselves.
This fight was likely a style mismatch hiding in plain sight. I probably:
Overweighted UFC experience.
Undervalued submission threats from new fighters.
Ignored how much grappling vulnerability Molly has shown recently.
✅ Weight recent submission losses heavier — especially when facing a submission specialist. ✅ Treat stylistic mismatches (e.g. brawler vs BJJ ace) as red flags, regardless of UFC tenure. ✅ Adjust for recent performance trend, not just resume.
UFC experience — fought the likes of Moicano, Topuria, Trinaldo, Ziam.
Good technical striking — clean 1–2s, sharp kicks, respectable output.
More proven level of opposition — Padilla was making his short-notice UFC debut.
So from a surface view: veteran striker + full camp + UFC experience vs a short-notice newcomer = obvious favorite, right?
Jai Herbert has been KO’d or rocked multiple times.
He fades when pressured, especially by aggressive opponents who don’t respect his range tools.
Even though Padilla wasn’t a name, he brought exactly the kind of chaos Herbert struggles with.
He’s been training with killers (Team Oyama), stayed in fight shape, and wasn’t just showing up to collect a check.
His style — pressure + unpredictability — is perfect for exploiting someone like Herbert who needs time and space.
Also worth noting: Herbert tends to fight cautiously lately, especially after being hurt so many times.
He came in with:
Only 1 win in his last 5.
A DQ win over Klein that wasn't convincing.
Questions around his chin, confidence, and urgency.
Padilla, meanwhile, came in hungry, with nothing to lose — and those guys are dangerous as hell in short-notice matchups.
If Herbert didn’t establish control early, Padilla’s pressure was going to snowball.
And with Herbert’s suspect chin + tendency to slow down under pressure, it was a recipe for a short-notice upset.
Factor | What Went Wrong |
UFC Experience | Overweighted for Herbert |
Short-Notice Opponent | Underestimated Padilla’s preparation & hunger |
Durability | Herbert’s chin not penalized enough |
Style Matchup | Chaos brawler vs. methodical striker = bad look for Jai |
Momentum | Herbert’s decline wasn’t weighted enough |
Height and reach advantage – he’s tall for the division with solid striking range.
Fighting out of Team Kaobon – good camp with solid technical fundamentals.
More polished on the feet – clean jab, calculated movement, good composure.
Perceived edge in technical striking – especially against an aggressive guy like Loughran.
So it might’ve looked like: “If Fletcher keeps it long, picks his shots, avoids the brawl, he wins.”
Caolán Loughran weaponizes pace. He’s not there to win on points — he wants to break you mentally and physically.
Fletcher’s long, upright stance is vulnerable to:
Pressure
Clinch grinding
Level changes
Power hooks in close range
Loughran’s relentless aggression likely forced Fletcher backward, smothering his striking advantage.
In Cage Warriors, Fletcher has shown issues when opponents don’t let him fight at his preferred rhythm.
He’s great when he’s the hammer — but when he’s the nail?
Less head movement.
Tends to back up in straight lines.
Defense collapses under sustained attack.
His UFC debut against Taylor Lapilus didn’t go well — but that was short notice, and he got outclassed technically.
However, Fletcher doesn’t fight like Lapilus. He’s not a high-volume, elusive, technical sniper. He’s methodical.
That gave Loughran a style opening to impose his will without getting punished on entries.
Loughran fights with a chip on his shoulder — cardio for days, full confidence, and not afraid to brawl.
Fletcher is technically sound, but possibly lacks the dog mentality that Loughran thrives on exploiting.
Loughran closed distance fast, got into the pocket, and made it ugly.
Fletcher couldn’t establish range or tempo.
Once Loughran’s pressure kicked in, the fight became a war Fletcher wasn’t built for.
Flag fighters who need range and rhythm as vulnerable to pressure-heavy opponents.
Track fighters who’ve shown resilience and cardio in ugly fights — they win more often than the “cleaner” fighter in these matchups.
Penalize overreliance on “technical edge” when the opponent brings pace, aggression, and grit.
Fought elite competition – split decision loss to Gamrot, war with Damir Ismagulov, etc.
Clean striking, power, and experience – more polished on paper than Kauê.
Gritty and battle-tested – looked like the kind of guy who would welcome a brawl and stay composed.
So a reasonable assumption was: “Guram has faced killers and held his own — Kauê won’t overwhelm him.”
Kauê has that “chaotic opportunist” energy — he throws sharp, explosive strikes, and doesn’t hesitate to go all-in when he smells blood.
He’s not technical, but he’s fast, creative, and violent — and sometimes that’s all it takes, especially against a guy like Guram who tends to fight reactively.
Despite his skillset, Guram tends to get drawn into wild exchanges, where his chin and timing don’t always hold up.
He doesn’t fight defensively — he fights emotionally, and that’s exploitable.
He’s also had a long layoff before this fight, and ring rust could’ve been real.
Kauê’s explosiveness and fearlessness caught Guram before he could settle into rhythm.
Guram likes to feel out opponents — but when a guy like Kauê starts hot, you don’t get that luxury.
Kauê came out like it was his shot to make a name.
Guram might’ve expected a slower pace or assumed his experience would carry him.
But if you start slow and Kauê blitzes you early, there’s no time to make reads.
Factor | Missed Signal |
Guram’s Defense | Too hittable in chaotic exchanges |
Kauê’s Finishing Intent | Extremely high – comes to end fights early |
Guram’s Activity | Layoff may have dulled sharpness |
Tempo | Kauê forced a fast, aggressive fight Guram couldn’t control |
Flag fighters with a tendency to brawl or start slow as high-risk vs fast starters.
Track opponent finishing instincts – some guys hunt for finishes the second they see an opening (like Kauê).
Penalize fighters coming off long layoffs when facing wild, high-energy newcomers.