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 Strawweight weight class.
Recent Prediction
This prediction includes detailed insights.
Predicted Winner: Ketlen Souza
Weight Class: Women's Strawweight
Final Confidence: 4.9
Value: -30.0%
Reason: Base confidence < 10, decreased by 30%
Weight Change: Staying at usual weight
Weight Change: Staying at usual weight
Score: 7
Odds:
Bruna Brasil: +135
Ketlen Souza: -155
Bruna Brasil brings a Muay Thai-heavy approach to the strawweight division. Her game centers on leg kicks from distance, clinch knees, and volume striking. Against Molly McCann in July 2024, Brasil showed her ability to control pace and work behind those leg kicks, keeping McCann on the back foot for three rounds. Her length allows her to land kicks at range before opponents can close distance.
Brasil has a solid guillotine choke as a defensive weapon when opponents shoot. Her long arms and good technique make this a legitimate threat when fighters overcommit on takedowns. Against Shauna Bannon in 2023, Brasil demonstrated effective cage cutting and combination striking, using feints to draw reactions before landing precise counters.
The problem is Brasil has lost 2 of her last 3 UFC fights. She dropped a unanimous decision to Wang Cong in February 2025 and lost to Loma Lookboonmee in February 2024. The Lookboonmee fight exposed her struggles against fighters who can control distance from the clinch and land precise strikes. When her leg kick game gets neutralized, Brasil lacks a clear Plan B.
Signature Techniques: - Leg kicks from range to slow opponent movement (effective vs McCann in rounds 1-2) - Muay Thai knees in the clinch (used to control McCann throughout their fight) - Spinning kicks and unorthodox strikes (though these have been inconsistent)
Technical Evolution: Brasil has improved her wrestling defense in recent fights, showing better takedown defense ratios. But her striking output differentials remain negative, meaning she's absorbing more than she's landing across her UFC career.
1. Chin Exposure When Retreating: Brasil has a dangerous habit of stepping back with her chin up when under pressure. Denise Gomes exploited this in April 2023, landing overhand punches that led to a TKO finish. Brasil's defensive posture when moving backward creates a clear target for power punchers.
2. Overcommitment on Spinning Techniques: Brasil loves spinning kicks and strikes, but she often overextends and loses balance. Against Gomes, these attacks left her positionally compromised and open to counters. The flashy techniques look good when they land but create massive openings when they miss.
3. Struggles Against Clinch Pressure: Lookboonmee controlled Brasil effectively from the clinch in their 2024 fight, landing precise strikes while Brasil struggled to create separation. When opponents can close distance and work inside, Brasil's range-dependent game falls apart.
Warning: Brasil was KO'd by Denise Gomes in April 2023. That same chin vulnerability could be exploited again.
Ketlen Souza fights with a composed, counter-striking style that punishes aggressive opponents. Her performance against Yazmin Jauregui at UFC 306 showcased her best attributes. She stayed patient under early pressure, then landed a devastating right hand-left hook combination that dropped Jauregui. From there, she secured back position and finished with a rear-naked choke in round one.
Souza's counterpunching system is built around inside slipping. She slips to her left against forward pressure, then fires short right straights or left hooks. Against Angela Hill in February 2025, she used this technique repeatedly, picking Hill apart despite losing a split decision. Her body work is particularly notable. She commits to right straights to the body that drain opponents' cardio and open up head strikes later.
Against Marnic Mann in April 2024, Souza dominated with volume, landing 80 significant strikes to Mann's 31. She showed she can push pace when needed, not just counter. Her recent fights demonstrate improved defensive movement and better cage cutting ability.
Signature Techniques: - Inside slip to left hook counter (used effectively vs Hill throughout their fight) - Right straight to the body (set up the finish vs Jauregui by compromising her breathing) - Stance switching off inside low kicks (created new angles vs Hill in round 3)
Technical Evolution: Souza has expanded her kicking arsenal recently, using inside low kicks as positioning tools rather than just offensive weapons. Her ability to switch stances mid-fight has improved, creating confusion for opponents trying to read her counters.
1. Defensive Gaps During Stance Switches: When Souza transitions from orthodox to southpaw following an inside low kick, she momentarily drops her guard. This creates a brief window for counters that technically aware opponents can exploit.
2. Body Exposure Under High Guard: Souza relies on a high guard defensive shell when pressured. While this protects her head, it leaves her body exposed to kicks. Hill targeted this vulnerability in their 2025 fight, landing body kicks when Souza shelled up.
3. Submission Vulnerability: Souza lost to Karine Silva via leg lock in June 2023. When the fight goes to the ground against skilled grapplers, Souza has shown susceptibility to lower body submissions. Her grappling defense has improved but remains a question mark against submission specialists.
Note: Souza has lost 2 of her last 3 fights (split decisions to Piera Rodriguez and Angela Hill), though both were razor-close.
This matchup favors Souza's counter-striking against Brasil's forward pressure and spinning attacks. Brasil's tendency to overcommit on spinning techniques plays directly into Souza's inside slip counter system. When Brasil throws those spinning kicks and misses, Souza can time her right hand-left hook combination.
Brasil's habit of retreating with her chin up is particularly concerning against Souza's counterpunching. Souza has shown she can hurt opponents with precise counters, as she did against Jauregui. Brasil's defensive posture when moving backward creates the exact openings Souza looks for.
The leg kick battle could be interesting. Brasil lands 0.46 leg kicks per minute while Souza lands 0.88. Souza's higher output here could slow Brasil's movement and limit her ability to set up those spinning attacks.
However, Brasil's clinch knees could cause problems if she can close distance. Souza's high guard leaves her body exposed, and Brasil's Muay Thai background gives her tools to work inside. The question is whether Brasil can get there against Souza's jab and counter system.
Early Rounds: Souza likely establishes her jab and counterpunching rhythm. Brasil will look to land leg kicks and set up her spinning attacks. If Brasil overcommits early, Souza has the timing to punish her. The first round could be feeling-out, but Souza's composure gives her an edge in reading Brasil's patterns.
Mid-Fight Adjustments: If Brasil's spinning attacks aren't landing, she'll need to shift to more conventional striking. This plays into Souza's hands, as Brasil becomes more predictable. Souza's body work should start paying dividends here, slowing Brasil's movement and reducing her power output.
Late Rounds: Brasil's cardio has been tested in her recent decision losses. Souza's body punching and pace control could compound any fatigue issues. If the fight goes to the third round, Souza's conditioning and technical execution should give her the edge.
The model's confidence in Souza comes from several key factors:
WolfTicketsAI has a mixed record with both fighters. For Brasil, the model correctly predicted her loss to Wang Cong and her loss to Lookboonmee, but incorrectly picked McCann to beat her. The model has been right when betting against Brasil.
For Souza, the model correctly predicted her win over Marnic Mann but incorrectly picked Jauregui to beat her. The model also correctly predicted Souza would lose to Rodriguez and Hill, though both were split decisions.
The model has been more accurate when picking against Brasil (2-1) than when picking for or against Souza (3-1). This suggests some confidence in the Souza pick, though the Jauregui upset is worth noting.
Ketlen Souza's counter-striking system matches up well against Bruna Brasil's aggressive, spinning-heavy approach. Brasil's tendency to overcommit and retreat with her chin up creates the exact openings Souza exploits. With Brasil coming off a loss to Wang Cong and having been KO'd by Gomes in 2023, the chin vulnerability remains a concern. Souza's body work and patience should allow her to pick Brasil apart over three rounds. WolfTicketsAI has Souza winning this one, and the technical matchup supports that call.
| Stat | Bruna Brasil | Ketlen Souza | Weight Class Average | |
|---|---|---|---|---|
| Main Stats | ||||
| Age | 32 | 31 | 32 | |
| Height | 66" | 63" | 63" | |
| Reach | 65" | 63" | 63" | |
| Win Percentage | 68.75% | 71.43% | 75.69% | |
| Wins | 11 | 16 | ||
| Losses | 6 | 6 | ||
| Wins at Weight Class | 2 | 2 | ||
| Losses at Weight Class | 2 | 2 | ||
| Striking Stats | ||||
| Striking Accuracy | 61.94% | 61.37% | 52.07% | |
| Significant Striking Accuracy | 55.59% | 57.91% | 44.08% | |
| Strikes Landed Per Minute | 3.870 | 5.584 | 5.639 | |
| Significant Strikes Landed Per Minute | 2.570 | 4.560 | 3.804 | |
| Knockdowns per Fight | 0.000 | 0.301 | 0.147 | |
| Striking Impact Differential | -38.00% | -11.20% | 3.34% | |
| Significant Striking Impact Differential | -25.40% | 1.60% | 2.23% | |
| Striking Output Differential | -66.00% | -27.60% | 1.33% | |
| Significant Striking Output Differential | -54.60% | -15.20% | -0.24% | |
| Striking Defense to Offense Ratio | 114.89% | 92.45% | 91.26% | |
| Significant Striking Defense to Offense Ratio | 163.79% | 109.69% | 118.69% | |
| Striking Defense Percentage | 48.63% | 53.21% | 52.03% | |
| Takedown and Submission Stats | ||||
| Submissions per Fight | 0.000 | 0.301 | 0.507 | |
| Takedowns per Fight | 1.329 | 0.301 | 1.370 | |
| Takedowns Attempted per Fight | 2.216 | 2.109 | 3.503 | |
| Takedown Defense | 100.00% | 100.00% | 89.49% | |
| Takedown Accuracy | 60.00% | 14.29% | 37.11% | |
| Head Stats | ||||
| Head Strikes Landed per Minute | 1.137 | 2.410 | 2.365 | |
| Head Strikes Attempted per Minute | 2.718 | 5.363 | 6.147 | |
| Head Strikes Absorbed per Minute | 1.802 | 1.908 | 2.183 | |
| Body Stats | ||||
| Body Strikes Landed per Minute | 0.975 | 1.266 | 0.905 | |
| Body Strikes Attempted per Minute | 1.270 | 1.527 | 1.305 | |
| Body Strikes Absorbed per Minute | 1.300 | 1.527 | 0.868 | |
| Leg Stats | ||||
| Leg Strikes Landed per Minute | 0.458 | 0.884 | 0.534 | |
| Leg kicks Attempted per Minute | 0.635 | 0.984 | 0.692 | |
| Leg kicks Absorbed per Minute | 1.344 | 0.964 | 0.561 | |
| Clinch Stats | ||||
| Clinch Strikes Landed per Minute | 0.487 | 0.562 | 0.510 | |
| Clinch Strikes Attempted per Minute | 0.561 | 0.683 | 0.678 | |
| Clinch Strikes Absorbed per Minute | 0.384 | 0.783 | 0.500 | |
| Date | Weight | Elevation | Red Corner | Blue Corner | Winner |
|---|---|---|---|---|---|
| Feb. 8, 2025 | Women's Flyweight | Wang Cong | Bruna Brasil | Wang Cong | |
| July 27, 2024 | Women's Strawweight | Molly McCann | Bruna Brasil | Bruna Brasil | |
| Feb. 10, 2024 | Women's Strawweight | Loma Lookboonmee | Bruna Brasil | Loma Lookboonmee | |
| July 22, 2023 | Women's Strawweight | Shauna Bannon | Bruna Brasil | Bruna Brasil | |
| April 15, 2023 | Women's Strawweight | Bruna Brasil | Denise Gomes | Denise Gomes |
| Date | Weight | Elevation | Red Corner | Blue Corner | Winner |
|---|---|---|---|---|---|
| Aug. 2, 2025 | Women's Strawweight | Piera Rodriguez | Ketlen Souza | Piera Rodriguez | |
| Feb. 15, 2025 | Women's Strawweight | Angela Hill | Ketlen Souza | Angela Hill | |
| Sept. 14, 2024 | Women's Strawweight | Yazmin Jauregui | Ketlen Souza | Ketlen Souza | |
| April 27, 2024 | Women's Strawweight | Marnic Mann | Ketlen Souza | Ketlen Souza | |
| June 3, 2023 | Women's Flyweight | Karine Silva | Ketlen Souza | Karine Silva |