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: Piera Rodriguez
Weight Class: Women's Strawweight
Final Confidence: 16.8
Value: +20.0%
Reason: Base confidence between 14 and 21, increased by 20%
Weight Change: Staying at usual weight
Weight Change: Staying at usual weight
Score: 14
Odds:
Piera Rodriguez: -230
Ketlen Souza: +176
Rodriguez brings a relentless pressure-based approach built around compact boxing combinations and dominant clinch control. Her signature technique involves cutting off the cage with methodical forward movement, then unleashing her bread-and-butter jab-right cross-lead hook sequence once opponents are trapped against the fence. Against Sam Hughes, this exact combination repeatedly disrupted Hughes's rhythm and allowed Rodriguez to dictate the pace throughout all three rounds.
Her clinch game centers on establishing head position through collar ties and underhooks, where she excels at landing short elbows and uppercuts in close quarters. The Kay Hansen fight showcased this perfectly - Rodriguez caught one of Hansen's kicks in round three and immediately transitioned to a takedown, demonstrating her ability to chain techniques seamlessly. Her wrestling has evolved significantly, moving from wild double-leg attempts to more sophisticated body lock trips from the clinch position.
Rodriguez's takedown game averages 4.31 per fight with 64% accuracy, making her one of the division's most persistent grapplers. Against Hansen, she consistently defended takedown attempts before reversing position and securing her own takedowns, showing excellent scrambling ability and positional awareness.
Rodriguez's most glaring weakness appears when exiting exchanges - she consistently retreats with her chin exposed and head upright, creating massive counter-punching opportunities. Against Josefine Knutsson, this pattern became increasingly exploitable as the fight progressed, with Knutsson timing Rodriguez's exits with sharp counter strikes that visibly affected her equilibrium.
Her defensive movement relies heavily on linear retreats rather than lateral footwork. When pressured, Rodriguez backs straight up against the fence where her offensive options become severely limited. The Knutsson fight demonstrated this vulnerability perfectly - once backed against the cage, Rodriguez's punching power diminished significantly and her combination selection became predictable, relying on single strikes rather than her usual flowing sequences.
Rodriguez also shows concerning defensive lapses during her aggressive forward pressure. Her recent 33% win percentage over her last three fights highlights a troubling trend - she's been caught and submitted by Gillian Robertson in round two, disqualified against Ariane Carnelossi for an illegal headbutt, and outpointed by Knutsson despite her typical pressure advantages.
Souza operates as a sophisticated counter-striker with exceptional inside slipping technique and devastating power shots. Her signature weapon is the inside slip to left hook counter, which she executes with surgical precision against forward pressure. Against Angela Hill, Souza repeatedly used this technique, most notably at 3:17 in round one when Hill committed to a straight right, allowing Souza to slip inside and land a short counter that visibly affected Hill's balance.
Her "Barrow" technique - a right straight to the body followed by a weaving left hook - represents her highest-level striking. Against Hill, this combination created the perfect finishing sequence: Souza threw the right to the body, weaved right while stepping at a 45-degree angle, then landed a devastating left hook as Hill attempted to counter. This technique bypassed Hill's guard completely and secured the knockout.
Souza's submission game is equally impressive, averaging 0.43 submissions per fight. Against Yazmin Jauregui, she demonstrated this perfectly - after landing her signature right hand-left hook combination to drop Jauregui, she immediately secured back control and finished with a rear-naked choke. Her ability to transition seamlessly from striking to grappling makes her incredibly dangerous in scrambles.
Souza's primary weakness occurs during stance transitions, particularly when switching from orthodox to southpaw following inside low kicks. During these brief moments, she drops her defensive guard, creating windows for opponents to land counters. This pattern becomes predictable against technically aware opponents who can time these transitions.
Her defensive shell under pressure, while effective against head strikes, leaves her body completely exposed to kicks and punches. Against Hill, this vulnerability was apparent when Hill targeted her midsection during exchanges. Souza's tendency to rely on a high guard means body shots can accumulate significant damage over time.
When backed against the fence, Souza's footwork becomes predictable - she consistently circles to her right, creating a pattern that can be exploited with properly timed hooks or kicks to cut off her escape route. Her 55% takedown defense ratio also suggests vulnerability to persistent wrestling pressure, especially from opponents who can chain takedown attempts.
This matchup presents a classic pressure fighter versus counter-striker dynamic, but with a crucial twist - Rodriguez's tendency to retreat linearly plays directly into Souza's counter-striking wheelhouse. Rodriguez's signature forward pressure behind her jab-cross combination will likely trigger Souza's inside slip to left hook counter repeatedly throughout the fight.
Rodriguez's clinch-heavy approach could neutralize Souza's counter-striking, but Souza's improved takedown defense (79% recently) and ability to create space through underhook battles suggests she can avoid prolonged clinch exchanges. Souza's body work, particularly her right straights to the midsection, should accumulate damage against Rodriguez's forward pressure.
The key technical battle centers on Rodriguez's ability to establish cage control versus Souza's capacity to maintain center octagon positioning. If Rodriguez can trap Souza against the fence, her clinch game and takedown threats become dominant. However, if Souza can maintain distance and draw Rodriguez into overcommitting to combinations, her counter-striking becomes lethal.
Early rounds: Rodriguez's pressure game should initially find success, but Souza's counter-striking will become increasingly effective as Rodriguez's patterns emerge. Expect Souza to land her signature inside slip counters as Rodriguez commits to forward pressure.
Mid-fight adjustments: Rodriguez may attempt to increase her takedown attempts to neutralize Souza's striking, but Souza's improved grappling and submission threats make this risky. Souza's body work should begin affecting Rodriguez's cardio and movement.
Championship rounds: Rodriguez's recent cardio issues (evident in her last three fights) could become decisive, while Souza's composed approach and technical precision typically improve as fights progress.
• Odds Differential: The significant betting line heavily favors Rodriguez despite her recent struggles • Recent Form: Rodriguez's 1-2 record in her last three fights versus Souza's 2-1 recent performance • Technical Evolution: Souza's striking has become more sophisticated while Rodriguez's defensive issues persist • Submission Threat: Souza's 0.43 submissions per fight poses serious danger if Rodriguez's takedown attempts fail
The model's confidence stems primarily from the odds differential, which increased the prediction score by 14 points - the betting market heavily favors Rodriguez despite her recent struggles. Recent takedowns attempted per fight added 2 points, reflecting Rodriguez's persistent wrestling approach. Multiple striking differentials (significant striking impact differential, striking impact differential, significant striking output differential) each contributed 1 point, suggesting Rodriguez's volume advantage. However, recent win percentage decreased the score by 1 point, acknowledging Rodriguez's concerning 33% recent win rate.
WolfTicketsAI has struggled with Rodriguez recently, incorrectly predicting her victory against Knutsson and missing her DQ loss to Carnelossi. The model was also wrong about her submission loss to Robertson, showing a pattern of overestimating Rodriguez's abilities. Conversely, the model correctly predicted Souza's victory over Mann but missed her submission win over Jauregui. This mixed record suggests some uncertainty, but the model's recent accuracy with Souza provides confidence.
Rodriguez's pressure-heavy approach and persistent takedown game create legitimate paths to victory, but her defensive vulnerabilities when exiting exchanges align perfectly with Souza's counter-striking strengths. Souza's technical evolution, improved grappling defense, and devastating finishing ability make her a live underdog despite the betting odds. WolfTicketsAI's prediction of Rodriguez reflects the wrestling advantage and volume striking, but expect Souza's counter-striking and submission threats to create dramatic moments throughout this strawweight clash.
Stat | Piera Rodriguez | Ketlen Souza | Weight Class Average | |
---|---|---|---|---|
Main Stats | ||||
Age | 32 | 30 | 32 | |
Height | 63" | 63" | 63" | |
Reach | 63" | 63" | 63" | |
Win Percentage | 83.33% | 75.00% | 75.88% | |
Wins | 11 | 15 | ||
Losses | 2 | 6 | ||
Wins at Weight Class | 3 | 2 | ||
Losses at Weight Class | 2 | 1 | ||
Striking Stats | ||||
Striking Accuracy | 56.77% | 61.15% | 49.97% | |
Significant Striking Accuracy | 51.88% | 59.17% | 41.89% | |
Strikes Landed Per Minute | 5.222 | 5.520 | 5.545 | |
Significant Strikes Landed Per Minute | 3.529 | 4.916 | 3.720 | |
Knockdowns per Fight | 0.240 | 0.431 | 0.143 | |
Striking Impact Differential | 7.20% | -15.25% | 3.61% | |
Significant Striking Impact Differential | 10.60% | 4.00% | 1.06% | |
Striking Output Differential | 11.00% | -26.50% | 1.66% | |
Significant Striking Output Differential | 10.20% | -7.25% | -1.53% | |
Striking Defense to Offense Ratio | 70.34% | 86.98% | 89.55% | |
Significant Striking Defense to Offense Ratio | 93.67% | 95.32% | 119.70% | |
Striking Defense Percentage | 55.20% | 51.26% | 50.45% | |
Takedown and Submission Stats | ||||
Submissions per Fight | 0.000 | 0.431 | 0.504 | |
Takedowns per Fight | 4.312 | 0.431 | 1.569 | |
Takedowns Attempted per Fight | 6.708 | 1.725 | 3.767 | |
Takedown Defense | 50.00% | 55.56% | 87.08% | |
Takedown Accuracy | 64.29% | 25.00% | 35.42% | |
Head Stats | ||||
Head Strikes Landed per Minute | 2.044 | 2.616 | 2.307 | |
Head Strikes Attempted per Minute | 5.047 | 5.606 | 6.151 | |
Head Strikes Absorbed per Minute | 2.012 | 1.926 | 2.189 | |
Body Stats | ||||
Body Strikes Landed per Minute | 1.198 | 1.524 | 0.877 | |
Body Strikes Attempted per Minute | 1.405 | 1.811 | 1.274 | |
Body Strikes Absorbed per Minute | 0.463 | 1.524 | 0.849 | |
Leg Stats | ||||
Leg Strikes Landed per Minute | 0.288 | 0.776 | 0.536 | |
Leg kicks Attempted per Minute | 0.351 | 0.891 | 0.687 | |
Leg kicks Absorbed per Minute | 0.208 | 1.006 | 0.556 | |
Clinch Stats | ||||
Clinch Strikes Landed per Minute | 1.038 | 0.575 | 0.485 | |
Clinch Strikes Attempted per Minute | 1.214 | 0.661 | 0.648 | |
Clinch Strikes Absorbed per Minute | 0.591 | 0.661 | 0.487 |
Date | Weight | Elevation | Red Corner | Blue Corner | Winner |
---|---|---|---|---|---|
Dec. 14, 2024 | Women's Strawweight | Josefine Knutsson | Piera Rodriguez | Piera Rodriguez | |
May 18, 2024 | Women's Strawweight | Piera Rodriguez | Ariane Carnelossi | Ariane Carnelossi | |
April 15, 2023 | Women's Strawweight | Gillian Robertson | Piera Rodriguez | Gillian Robertson | |
Oct. 15, 2022 | Women's Strawweight | Piera Rodriguez | Sam Hughes | Piera Rodriguez | |
April 9, 2022 | Women's Strawweight | Piera Rodriguez | Kay Hansen | Piera Rodriguez |
Date | Weight | Elevation | Red Corner | Blue Corner | Winner |
---|---|---|---|---|---|
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 |