The content below shows how the model reached its conclusion for the prediction. The higher the value of the number, the more confident the model is in the prediction. The confidence scores do not perfectly correlate with accuracy. Use your judgement to see where the model may have missed the mark.
This radar chart shows each fighter's strengths across key fighting dimensions. Each dimension is scored 0-100 based on their percentile ranking within the Women's Bantamweight weight class.
Recent Prediction
This prediction includes detailed insights.
Predicted Winner: Karol Rosa
Weight Class: Women's Bantamweight
Final Confidence: 5.6
Value: -30.0%
Reason: Base confidence < 10, decreased by 30%
Weight Change: Staying at usual weight
Weight Change: Staying at usual weight
Score: 8
Odds:
Karol Rosa: -192
Nora Cornolle: +148
Rosa brings veteran savvy and relentless pressure to this matchup. Her signature weapon remains the 1-2-3 combination (jab-cross-lead hook) that she chains with devastating low kicks to disrupt stance and create openings. Against Pannie Kianzad, Rosa showcased her evolved clinch game, using collar ties to control head positioning while delivering short uppercuts and knees to the body. Her defensive shell transitions have become more refined—she pivots off her lead foot to create angles, typically stepping to 10 o'clock before returning with counter combinations.
Rosa's takedown defense has dramatically improved since her early UFC days. Against Ailin Perez, she successfully defended multiple attempts using her sprawl-and-frame technique, immediately transitioning to front headlock positions where she could land strikes. Her cardio management has also evolved—rather than overwhelming opponents from the opening bell, she now builds output progressively, maintaining higher pace in championship rounds when opponents fade.
The Brazilian's inside low kicks have become particularly effective at disrupting opponent movement patterns. Against Kianzad, these kicks forced a more squared stance, limiting explosiveness and setting up her boxing combinations. Her ability to cut off the cage has improved significantly, using lateral movement to maintain striking range while preventing opponent escapes.
Rosa's linear retreat under pressure remains exploitable. When faced with aggressive counter-pressure, she backs up in straight lines rather than circling out, creating vulnerability to being trapped against the cage. Against Perez, this pattern resulted in her eating several overhand rights as she retreated predictably. Her defensive posture during combinations also leaves openings—she stands tall in the pocket with chin exposed when launching attacks, relying on offensive output rather than head movement.
Her lead hand recovery after throwing jabs sits slightly lower than optimal, creating windows for overhand counters when she steps forward. This was evident against Aldana, where her commitment to combinations left her open to counter strikes. Rosa's tendency to follow retreating opponents rather than cutting angles also plays into mobile fighters' hands, allowing them to dictate positioning.
Cornolle has shown flashes of technical brilliance, particularly with her dipping jab that serves as the foundation of her offense. Against Melissa Mullins, she masterfully used this technique to control distance and set up powerful combinations, chaining the dipping jab into left hooks, body shots, and devastating knees. Her knockout of Mullins came via a perfectly timed sequence—dipping jab, left hook, then a knee to the head that Mullins never saw coming.
Her defensive pivot-to-counter combinations show high fight IQ. When pressured, Cornolle pivots off her lead foot to approximately 10 o'clock position, returning with slapping left hooks followed by right straights. This allows her to simultaneously evade pressure while creating offensive opportunities. Against Hailey Cowan, she demonstrated superior positional awareness in clinch exchanges, consistently fighting for underhooks and using body locks to control posture.
Cornolle's inside low kicks effectively target opponents' inner thighs, disrupting stance and mobility. She times these particularly well when opponents circle into the kick's path, maximizing impact while minimizing counter opportunities. Her recent evolution includes better integration of striking and grappling, using strikes to set up clinch entries and takedowns.
Cornolle's ground game remains her Achilles heel. Against Joselyne Edwards, she repeatedly established half guard with underhooks—correct defensive positioning—only to inexplicably abandon these advantageous positions by opening her guard and flattening out. This fundamental error suggests either panic under pressure or insufficient grappling training. When Edwards executed head-and-arm throws, Cornolle's defensive lapses became glaring.
Her defensive reactions under pressure follow predictable patterns. When backed against the cage, she circles consistently to her right side, making her movement readable after multiple exchanges. This creates opportunities for opponents to cut the cage and land left hooks as she circles. Her lead hand recovery position after jabs also sits lower than optimal, leaving her vulnerable to overhand counters, particularly when stepping forward with offensive entries.
Rosa's relentless pressure and volume striking directly exploits Cornolle's predictable defensive movement patterns. When Cornolle circles right under pressure—her preferred defensive reaction—Rosa's experience cutting off the cage will trap her against the fence where Rosa excels with collar tie work and short strikes. Rosa's 1-2-3 combinations target the exact windows created by Cornolle's low lead hand recovery after jabs.
Cornolle's dipping jab could initially trouble Rosa's linear retreat patterns, but Rosa's improved defensive shell and pivot counters should neutralize this threat as the fight progresses. Rosa's inside low kicks will directly counter Cornolle's circling movement, disrupting her preferred angles and forcing her into Rosa's preferred pocket exchanges.
The grappling differential heavily favors Rosa. Her improved takedown defense and sprawl-and-frame technique will likely stuff Cornolle's body lock attempts, while Rosa's own clinch work and takedown threats will exploit Cornolle's documented ground game deficiencies.
Early rounds should see Cornolle attempting to establish her dipping jab while Rosa applies measured pressure with low kicks and boxing combinations. Rosa's experience suggests she'll weather Cornolle's early offense while systematically breaking down her movement patterns.
Mid-fight adjustments will favor Rosa's veteran savvy. As Cornolle's defensive patterns become readable, Rosa will increase her cage cutting and clinch entries. Cornolle's tendency to abandon advantageous positions under pressure will become more pronounced as fatigue sets in.
Championship rounds heavily favor Rosa's evolved cardio management. Her progressive output building means she'll be fresher when Cornolle begins fading, allowing Rosa to implement her pressure game more effectively while Cornolle's defensive discipline deteriorates.
• Experience Gap: Rosa's 11 UFC fights versus Cornolle's 4 shows in pressure moments
• Grappling Differential: Rosa's improved takedown defense and clinch work versus Cornolle's documented ground game struggles
• Cardio Evolution: Rosa's progressive output building contrasts with Cornolle's early-round focus
• Defensive Patterns: Cornolle's predictable right-side circling plays into Rosa's cage cutting abilities
• Technical Maturity: Rosa's refined defensive shell and pivot counters should neutralize Cornolle's dipping jab
The model's confidence stems primarily from the odds differential, which increased the prediction score by 8 points, reflecting Rosa's significant betting favorite status. Her Recent Significant Striking Defense Percentage added 2 points, highlighting her improved defensive evolution. Multiple striking differentials—Significant Striking Impact, Striking Impact, and Significant Striking Output—each contributed 1 point, emphasizing Rosa's volume and accuracy advantages. Her reach advantage and overall Striking Defense Percentage provided additional confidence, while Cornolle's TrueSkill rating slightly decreased the model's certainty.
WolfTicketsAI shows mixed results with Rosa, going 3-3 in predictions. The model correctly predicted her victories over Kianzad and Lansberg but missed on her recent loss to Perez and defeats to Dumont and McMann. For Cornolle, the model is 1-1, correctly predicting her submission win over Cowan but missing her knockout victory over Mullins. This limited sample size with Cornolle creates some uncertainty, but Rosa's extensive data provides clearer patterns.
Rosa's veteran experience, improved defensive systems, and relentless pressure game should systematically break down Cornolle's technical approach. While Cornolle possesses knockout power and solid fundamentals, her predictable defensive patterns and documented grappling vulnerabilities play directly into Rosa's evolved skillset. WolfTicketsAI's prediction of Rosa via decision reflects the most likely outcome in this bantamweight clash.
Stat | Karol Rosa | Nora Cornolle | Weight Class Average | |
---|---|---|---|---|
Main Stats | ||||
Age | 30 | 35 | 33 | |
Height | 65" | 67" | 67" | |
Reach | 67" | 67" | 68" | |
Win Percentage | 72.00% | 81.82% | 79.29% | |
Wins | 19 | 9 | ||
Losses | 7 | 3 | ||
Wins at Weight Class | 6 | 3 | ||
Losses at Weight Class | 3 | 1 | ||
Striking Stats | ||||
Striking Accuracy | 64.93% | 61.48% | 50.48% | |
Significant Striking Accuracy | 55.97% | 54.33% | 43.46% | |
Strikes Landed Per Minute | 9.764 | 5.537 | 5.760 | |
Significant Strikes Landed Per Minute | 6.218 | 3.069 | 3.794 | |
Knockdowns per Fight | 0.182 | 0.334 | 0.227 | |
Striking Impact Differential | 41.64% | 13.75% | 11.95% | |
Significant Striking Impact Differential | 20.64% | 13.00% | 8.20% | |
Striking Output Differential | 44.09% | 8.75% | 13.20% | |
Significant Striking Output Differential | 21.55% | 6.75% | 8.84% | |
Striking Defense to Offense Ratio | 52.33% | 70.68% | 67.23% | |
Significant Striking Defense to Offense Ratio | 77.68% | 102.17% | 89.65% | |
Striking Defense Percentage | 49.94% | 62.11% | 47.29% | |
Takedown and Submission Stats | ||||
Submissions per Fight | 0.000 | 0.334 | 0.309 | |
Takedowns per Fight | 1.091 | 0.334 | 0.982 | |
Takedowns Attempted per Fight | 2.364 | 3.002 | 2.817 | |
Takedown Defense | 42.11% | 100.00% | 78.20% | |
Takedown Accuracy | 46.15% | 11.11% | 26.76% | |
Head Stats | ||||
Head Strikes Landed per Minute | 3.600 | 1.090 | 2.169 | |
Head Strikes Attempted per Minute | 7.873 | 3.091 | 5.578 | |
Head Strikes Absorbed per Minute | 2.776 | 1.001 | 1.838 | |
Body Stats | ||||
Body Strikes Landed per Minute | 0.782 | 1.068 | 0.897 | |
Body Strikes Attempted per Minute | 0.970 | 1.446 | 1.234 | |
Body Strikes Absorbed per Minute | 1.139 | 0.512 | 0.681 | |
Leg Stats | ||||
Leg Strikes Landed per Minute | 1.836 | 0.912 | 0.728 | |
Leg kicks Attempted per Minute | 2.267 | 1.112 | 0.900 | |
Leg kicks Absorbed per Minute | 0.927 | 0.400 | 0.572 | |
Clinch Stats | ||||
Clinch Strikes Landed per Minute | 0.642 | 1.201 | 0.586 | |
Clinch Strikes Attempted per Minute | 0.830 | 1.779 | 0.812 | |
Clinch Strikes Absorbed per Minute | 0.558 | 0.267 | 0.409 |
Date | Weight | Elevation | Red Corner | Blue Corner | Winner |
---|---|---|---|---|---|
Jan. 18, 2025 | Women's Bantamweight | Karol Rosa | Ailin Perez | Ailin Perez | |
Aug. 10, 2024 | Women's Bantamweight | Karol Rosa | Pannie Kianzad | Karol Rosa | |
Dec. 16, 2023 | Women's Bantamweight | Irene Aldana | Karol Rosa | Irene Aldana | |
July 1, 2023 | Women's Featherweight | Yana Santos | Karol Rosa | Karol Rosa | |
April 22, 2023 | Women's Featherweight | Karol Rosa | Norma Dumont | Norma Dumont | |
Oct. 22, 2022 | Women's Bantamweight | Karol Rosa | Lina Lansberg | Karol Rosa | |
March 26, 2022 | Women's Bantamweight | Sara McMann | Karol Rosa | Sara McMann | |
Oct. 2, 2021 | Women's Bantamweight | Bethe Correia | Karol Rosa | Karol Rosa | |
Feb. 6, 2021 | Women's Bantamweight | Karol Rosa | Joselyne Edwards | Karol Rosa | |
July 11, 2020 | Women's Bantamweight | Karol Rosa | Vanessa Melo | Karol Rosa | |
Aug. 31, 2019 | Women's Bantamweight | Karol Rosa | Lara Procopio | Karol Rosa |
Date | Weight | Elevation | Red Corner | Blue Corner | Winner |
---|---|---|---|---|---|
April 12, 2025 | Women's Bantamweight | Nora Cornolle | Hailey Cowan | Nora Cornolle | |
Sept. 28, 2024 | Women's Bantamweight | Nora Cornolle | Jacqueline Cavalcanti | Jacqueline Cavalcanti | |
April 6, 2024 | Women's Bantamweight | Melissa Mullins | Nora Cornolle | Nora Cornolle | |
Sept. 2, 2023 | Women's Bantamweight | Nora Cornolle | Joselyne Edwards | Nora Cornolle |