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.
Recent Prediction
This prediction includes detailed insights.
Predicted Winner: Karol Rosa
Weight Class: Women's Bantamweight
Final Confidence: 2.8
Value: -30.0%
Reason: Base confidence < 10, decreased by 30%
Weight Change: Staying at usual weight
Weight Change: Staying at usual weight
Score: 4
Odds:
Karol Rosa: -120
Luana Santos: +100
Rosa is the prototypical high-output pressure fighter rooted in Muay Thai, and you can see her identity in every fight on her recent ledger. Her bread and butter is volume combination work behind a steady jab. Against Pannie Kianzad in August 2024, she out-landed her 117 to 92 while mixing in a takedown and over four minutes of control time, a textbook example of how she layers grappling onto her striking to bank rounds. Against Nora Cornolle in August 2025, she ground out another unanimous decision, extending her experience edge.
Her three signature weapons:
Technically, Rosa has evolved from a frontloaded volume dumper into a fighter who builds output progressively, staying strong in Round 3 against Kianzad, Dumont, and Yana Santos. When her primary striking plan stalls, she leans on clinch control and opportunistic takedowns to steal rounds, as she did reversing the clinch and dumping Yana Santos late in Round 3 to swing a split decision.
Santos is a judo black belt and elite clinch grappler. Her game is built around dragging fights to the mat and smothering opponents with positional control. Against Melissa Croden in December 2025, she chained three takedowns and racked up 9:21 of control time, repeatedly landing in scarf hold (kesa gatame) and even throwing Croden in Round 3 after a clinch break. Against Mariya Agapova in July 2024, she went mount to arm-triangle to rear-naked choke for a Round 1 finish. She also submitted Tainara Lisboa via Americana from mount in May 2025.
Her three signature weapons:
Her evolution shows a grappler leaning harder into control-and-grind. But there's a flip side: against Croden she landed only 12 significant strikes over 15 minutes despite all that control, and two judges gave Croden a round. Her output from top is thin.
This is striker-grappler chess. The fight hinges on whether Santos can drag Rosa down and hold her there.
What Rosa can exploit: Santos struggles closing distance against opponents who keep range and circle off the power hand. Rosa's jab, low kicks, and body work are tailor-made to punish entries, much like O'Neill did. The body kick warning is loud here: Croden hurt Santos to the body, and Rosa kicks the body and digs hooks downstairs in combination. Rosa's improved sprawl-and-frame and whizzer defense, shown against Perez and McMann, is exactly the toolset needed to make Santos work for every takedown.
What Santos can exploit: Rosa's chain-wrestling defense is her softest spot. Santos attempts 4.5 takedowns per fight and chains relentlessly against the cage. If she can pin Rosa to the fence and grind, she replicates the McMann blueprint that beat Rosa in 2022. Rosa's straight-line retreats also let Santos close into the clinch.
The relevant historical lesson: O'Neill beat Santos by staying long, circling, and countering her entries, which is essentially Rosa's game at a higher volume. Conversely, McMann showed Rosa can be controlled by a strong grappler who commits to the takedown.
The net result is a confident lean to Rosa, driven primarily by her striking impact advantage.
WolfTicketsAI has a mixed but readable history with Rosa. It correctly called her wins over Cornolle, Kianzad, and Lansberg, but missed on the Perez, Dumont, and McMann losses, all decisions. The pattern is clear: the model trusts Rosa's volume but has been burned when grapplers or sharp counter-strikers neutralize her. That is a caution worth noting, since Santos is a grappler.
On Santos, the model is 3-1, correct on Lisboa, Agapova, and Egger, but wrong on O'Neill, where it predicted her at 0.53 and she lost to a longer, ranging counter-striker. That miss is directly relevant here, because Rosa fights like a higher-volume O'Neill.
Rosa is the pick. WolfTicketsAI backs her on the strength of her striking impact, volume, and the body-attack blueprint that has hurt Santos before. Santos's path is real, grind Rosa to the cage and control as McMann once did, but Rosa's improved sprawl-and-frame, her body work, and her late-round cardio give her the edge in a striker-versus-grappler fight that should largely play out on the feet. Expect Rosa by decision.
| Stat | Karol Rosa | Luana Santos | Weight Class Average | |
|---|---|---|---|---|
| Main Stats | ||||
| Age | 31 | 26 | 33 | |
| Height | 65" | 66" | 67" | |
| Reach | 67" | 67" | 68" | |
| Win Percentage | 73.08% | 83.33% | 78.24% | |
| Wins | 19 | 11 | ||
| Losses | 8 | 2 | ||
| Wins at Weight Class | 7 | 3 | ||
| Losses at Weight Class | 3 | 0 | ||
| Striking Stats | ||||
| Striking Accuracy | 66.58% | 65.51% | 51.35% | |
| Significant Striking Accuracy | 56.00% | 52.69% | 44.06% | |
| Strikes Landed Per Minute | 10.006 | 5.779 | 5.628 | |
| Significant Strikes Landed Per Minute | 5.883 | 2.994 | 3.620 | |
| Knockdowns per Fight | 0.167 | 0.000 | 0.130 | |
| Striking Impact Differential | 47.75% | 4.33% | 6.60% | |
| Significant Striking Impact Differential | 19.42% | 0.67% | 6.41% | |
| Striking Output Differential | 50.92% | -20.67% | 5.99% | |
| Significant Striking Output Differential | 20.67% | -25.33% | 5.67% | |
| Striking Defense to Offense Ratio | 48.08% | 94.43% | 74.83% | |
| Significant Striking Defense to Offense Ratio | 77.15% | 173.66% | 98.05% | |
| Striking Defense Percentage | 49.73% | 63.96% | 49.16% | |
| Takedown and Submission Stats | ||||
| Submissions per Fight | 0.167 | 1.207 | 0.316 | |
| Takedowns per Fight | 1.167 | 2.173 | 1.148 | |
| Takedowns Attempted per Fight | 2.417 | 4.588 | 2.875 | |
| Takedown Defense | 42.11% | 16.67% | 76.77% | |
| Takedown Accuracy | 48.28% | 47.37% | 32.61% | |
| Head Stats | ||||
| Head Strikes Landed per Minute | 3.439 | 1.755 | 2.103 | |
| Head Strikes Attempted per Minute | 7.478 | 4.073 | 5.449 | |
| Head Strikes Absorbed per Minute | 2.628 | 1.916 | 1.946 | |
| Body Stats | ||||
| Body Strikes Landed per Minute | 0.750 | 0.869 | 0.815 | |
| Body Strikes Attempted per Minute | 0.933 | 1.175 | 1.139 | |
| Body Strikes Absorbed per Minute | 1.067 | 0.676 | 0.711 | |
| Leg Stats | ||||
| Leg Strikes Landed per Minute | 1.694 | 0.370 | 0.702 | |
| Leg kicks Attempted per Minute | 2.094 | 0.435 | 0.873 | |
| Leg kicks Absorbed per Minute | 0.894 | 0.338 | 0.512 | |
| Clinch Stats | ||||
| Clinch Strikes Landed per Minute | 0.622 | 0.258 | 0.510 | |
| Clinch Strikes Attempted per Minute | 0.794 | 0.531 | 0.692 | |
| Clinch Strikes Absorbed per Minute | 0.567 | 0.483 | 0.422 | |
| Date | Weight | Elevation | Red Corner | Blue Corner | Winner |
|---|---|---|---|---|---|
| Aug. 2, 2025 | Women's Bantamweight | Karol Rosa | Nora Cornolle | Karol Rosa | |
| 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 |
|---|---|---|---|---|---|
| Dec. 13, 2025 | Women's Bantamweight | Melissa Croden | Luana Santos | Luana Santos | |
| May 17, 2025 | Women's Bantamweight | Luana Santos | Tainara Lisboa | Luana Santos | |
| Aug. 17, 2024 | Women's Flyweight | Casey O'Neill | Luana Santos | Casey O'Neill | |
| July 13, 2024 | Women's Flyweight | Luana Santos | Mariya Agapova | Luana Santos | |
| Dec. 9, 2023 | Women's Bantamweight | Luana Santos | Stephanie Egger | Luana Santos | |
| Aug. 12, 2023 | Women's Flyweight | Juliana Miller | Luana Santos | Luana Santos |