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 Lightweight weight class.
Recent Prediction
This prediction includes detailed insights.
Predicted Winner: Edson Barboza
Weight Class: Lightweight
Final Confidence: 5.54
Value: -30.0%
Reason: Base confidence < 10, decreased by 30%
Value: -10.0%
Reason: Predicted winner is moving up in weight for the first time
Value: +10.0%
Reason: Opponent lost by KO/TKO within last 12 months
Weight Change: Moving up in weight (from Featherweight to Lightweight)
Weight Change: Staying at usual weight
Score: 8
Odds:
Edson Barboza: -170
Drakkar Klose: +132
At 38, Barboza remains one of MMA's most technically gifted strikers, though his recent performances reveal concerning signs of decline. Against Lerone Murphy, his once-feared kicking arsenal became tentative when faced with effective feinting - Murphy's shoulder feints and fake steps froze Barboza, preventing him from launching kicks with confidence. However, Barboza showed vintage form against Sodiq Yusuff, methodically targeting the body with right hands underneath Yusuff's jabs before landing his signature left hook to the body. This body work proved pivotal as it slowed Yusuff's movement, creating openings for Barboza's spinning attacks along the fence.
Barboza's signature techniques include his devastating left hook to the body (his money punch), wide right hands to the body that break opponents' rhythm, and his perfectly timed wheel kicks against the fence when opponents circle. Against Billy Quarantillo, he demonstrated excellent technical adjustments - after absorbing Quarantillo's extended boxing-style jabs in early rounds, Barboza countered with calf kicks that visibly compromised Billy Q's mobility. The finish came when Quarantillo ducked his head while entering, allowing Barboza to time a perfectly placed knee to the head.
Barboza's decline is evident in two critical areas. First, his defensive paralysis against feints - as Murphy demonstrated, shoulder feints and fake steps cause Barboza to freeze momentarily, disrupting his timing and distance calculations. This hesitation prevents him from launching his kicks with confidence and creates openings for actual strikes. Second, his susceptibility to sustained pressure remains problematic. When opponents successfully cut off the cage and prevent backward movement, Barboza's effectiveness diminishes considerably as his defense becomes compromised in tight spaces. Against Bryce Mitchell, despite having strong takedown defense historically, Barboza couldn't completely break away after defending initial shots, preventing him from utilizing his explosive distance striking.
Klose operates as a pressure-oriented fighter who blends wrestling fundamentals with aggressive striking from a southpaw stance. His most effective sequence involves leading with left overhand/high kick entries followed by level changes for double leg takedowns. Against Joe Solecki, Klose demonstrated excellent adaptability when Solecki secured an initial takedown - he quickly worked back to his feet, then capitalized when Solecki latched onto his arm by executing a devastating slam to the temple for the knockout.
Klose's clinch control along the fence with underhook-focused positioning has proven effective in multiple fights. Against Joaquim Silva, he landed 52% of his significant strikes while successfully defending all three takedown attempts, showcasing his ability to maintain striking advantage through superior defensive positioning. His recent performances show improved knockout power, earning Performance of the Night awards against both Solecki and Brandon Jenkins through aggressive striking combinations.
Klose's most glaring weakness is his defensive shell response when pressured against the fence. Against Joel Alvarez, this became fatal - rather than using lateral movement, Klose relied on a high guard shell defense that left him susceptible to body shots. Alvarez systematically targeted Klose's body with jabs and straight punches, lowering his guard and creating pathways for head strikes. The finishing sequence demonstrated Klose's linear retreat pattern - he moves straight backward rather than circling out, creating predictable defensive patterns that higher-level opponents exploit.
Additionally, Klose drops his lead hand during level changes for takedowns, leaving openings for counter shots. Alvarez capitalized by slapping Klose's right hand away during a level change feint, creating a path for a straight right down the middle that significantly stunned him. This defensive gap becomes more pronounced as fights progress and fatigue sets in.
This matchup heavily favors Barboza's technical striking against Klose's pressure-wrestling approach. Klose's tendency to back straight up under pressure plays directly into Barboza's wheelhouse - this linear retreat pattern is exactly what allows Barboza to time his spinning techniques along the fence, as demonstrated against Yusuff when he caught him during directional changes.
Barboza's body work expertise should prove devastating against Klose's high guard shell defense. Just as Alvarez systematically broke down Klose's guard with body shots, Barboza's signature right hands to the body and left hooks should create similar openings. Klose's habit of dropping his lead hand during level changes gives Barboza clear counter opportunities with uppercuts and knees, similar to how he finished Quarantillo.
Conversely, Klose's southpaw stance and pressure approach could exploit Barboza's vulnerability to sustained forward movement. However, Klose lacks the feinting game that Murphy used so effectively to freeze Barboza, and his predictable entry patterns (left overhand followed by level changes) are exactly the type of telegraphed attacks Barboza has historically countered well.
Early rounds should see Barboza establishing his range with leg kicks while Klose attempts to close distance. Barboza's superior technical striking and Klose's tendency to shell up rather than move laterally should allow the Brazilian to land clean body shots early. Mid-fight, as Klose becomes more desperate and his defensive positioning deteriorates, Barboza's counter opportunities will increase significantly.
In championship rounds, Barboza's improved cardio at his age works against him, but Klose's pattern of becoming more hittable as fights progress should offset this. Klose's increasing desperation typically leads to sloppier entries, creating perfect setups for Barboza's spinning techniques and counter strikes.
• Klose's pressure style mirrors the approach that has troubled Barboza historically, but lacks the technical refinement of elite pressure fighters like Khabib or Ferguson
• Barboza's body work should systematically break down Klose's high guard defense, similar to how Alvarez exploited this vulnerability
• Fence positioning heavily favors Barboza - Klose's linear retreat pattern creates ideal conditions for Barboza's spinning attacks
• Experience differential shows clearly in technical adjustments - Barboza's veteran savvy versus Klose's predictable patterns
The model's confidence stems from several key statistical advantages. Odds provided the largest boost (+7.0), reflecting Barboza's status as a significant favorite despite recent struggles. Recent Win Percentage (+3.0) and TrueSkill (+2.0) indicate Barboza's superior competition level and technical ability. Reach (+2.0) and Striking Defense Percentage (+2.0) highlight physical and technical advantages that should prove decisive in this matchup. The model's slight concern with Recent Significant Striking Impact Differential (-1.0) reflects Barboza's declining output, but this is offset by his superior technical precision.
WolfTicketsAI has shown mixed results with both fighters. For Barboza, the model correctly predicted his wins over Yusuff and Quarantillo but missed on the Murphy fight, suggesting some difficulty assessing his decline against younger, technical opponents. With Klose, the model has been more reliable, correctly predicting his wins over Silva, Solecki, Garcia, and Jenkins, but accurately forecasting his loss to Alvarez. This track record suggests the model effectively identifies when Klose faces superior technical strikers.
Barboza's technical superiority and Klose's defensive vulnerabilities create a clear path to victory for the Brazilian veteran. While age has diminished some of Barboza's explosiveness, his body work and counter-striking remain elite-level, perfectly suited to exploit Klose's predictable pressure patterns and defensive gaps. WolfTicketsAI's prediction of Barboza by decision or late finish appears well-founded.
Stat | Edson Barboza | Drakkar Klose | Weight Class Average | |
---|---|---|---|---|
Main Stats | ||||
Age | 39 | 37 | 32 | |
Height | 71" | 69" | 70" | |
Reach | 75" | 70" | 72" | |
Win Percentage | 66.67% | 83.33% | 79.25% | |
Wins | 24 | 16 | ||
Losses | 13 | 3 | ||
Wins at Weight Class | 14 | 9 | ||
Losses at Weight Class | 8 | 3 | ||
Striking Stats | ||||
Striking Accuracy | 45.10% | 63.27% | 48.40% | |
Significant Striking Accuracy | 44.12% | 55.36% | 43.27% | |
Strikes Landed Per Minute | 4.330 | 6.535 | 5.449 | |
Significant Strikes Landed Per Minute | 4.115 | 4.330 | 4.113 | |
Knockdowns per Fight | 0.656 | 0.221 | 0.623 | |
Striking Impact Differential | -23.07% | 8.58% | 4.71% | |
Significant Striking Impact Differential | -6.50% | 9.00% | 3.60% | |
Striking Output Differential | -34.27% | 8.08% | 6.71% | |
Significant Striking Output Differential | -15.50% | 7.92% | 5.27% | |
Striking Defense to Offense Ratio | 142.93% | 58.72% | 81.54% | |
Significant Striking Defense to Offense Ratio | 144.58% | 82.85% | 100.74% | |
Striking Defense Percentage | 56.14% | 50.36% | 48.41% | |
Takedown and Submission Stats | ||||
Submissions per Fight | 0.082 | 0.000 | 0.470 | |
Takedowns per Fight | 0.451 | 1.654 | 1.456 | |
Takedowns Attempted per Fight | 0.902 | 5.954 | 3.848 | |
Takedown Defense | 37.84% | 44.44% | 79.24% | |
Takedown Accuracy | 50.00% | 27.78% | 30.93% | |
Head Stats | ||||
Head Strikes Landed per Minute | 1.815 | 2.242 | 2.513 | |
Head Strikes Attempted per Minute | 6.154 | 5.388 | 6.508 | |
Head Strikes Absorbed per Minute | 3.385 | 1.639 | 2.298 | |
Body Stats | ||||
Body Strikes Landed per Minute | 1.269 | 1.279 | 0.937 | |
Body Strikes Attempted per Minute | 1.854 | 1.463 | 1.313 | |
Body Strikes Absorbed per Minute | 0.629 | 1.081 | 0.820 | |
Leg Stats | ||||
Leg Strikes Landed per Minute | 1.031 | 0.809 | 0.663 | |
Leg kicks Attempted per Minute | 1.318 | 0.970 | 0.786 | |
Leg kicks Absorbed per Minute | 0.634 | 0.816 | 0.612 | |
Clinch Stats | ||||
Clinch Strikes Landed per Minute | 0.178 | 1.470 | 0.409 | |
Clinch Strikes Attempted per Minute | 0.221 | 1.757 | 0.562 | |
Clinch Strikes Absorbed per Minute | 0.167 | 0.779 | 0.380 |
Date | Weight | Elevation | Red Corner | Blue Corner | Winner |
---|---|---|---|---|---|
May 18, 2024 | Featherweight | Edson Barboza | Lerone Murphy | Lerone Murphy | |
Oct. 14, 2023 | Featherweight | Sodiq Yusuff | Edson Barboza | Edson Barboza | |
April 15, 2023 | Featherweight | Edson Barboza | Billy Quarantillo | Edson Barboza | |
March 5, 2022 | Featherweight | Edson Barboza | Bryce Mitchell | Bryce Mitchell | |
Aug. 28, 2021 | Featherweight | Edson Barboza | Giga Chikadze | Giga Chikadze | |
May 15, 2021 | Featherweight | Shane Burgos | Edson Barboza | Edson Barboza | |
Oct. 10, 2020 | Featherweight | Edson Barboza | Makwan Amirkhani | Edson Barboza | |
May 16, 2020 | Featherweight | Dan Ige | Edson Barboza | Dan Ige | |
Sept. 7, 2019 | Lightweight | Edson Barboza | Paul Felder | Paul Felder | |
March 30, 2019 | Lightweight | Edson Barboza | Justin Gaethje | Justin Gaethje | |
Dec. 15, 2018 | Lightweight | Edson Barboza | Dan Hooker | Edson Barboza | |
April 21, 2018 | Lightweight | Edson Barboza | Kevin Lee | Kevin Lee | |
Dec. 30, 2017 | Lightweight | Khabib Nurmagomedov | Edson Barboza | Khabib Nurmagomedov | |
March 11, 2017 | Lightweight | Edson Barboza | Beneil Dariush | Edson Barboza | |
July 23, 2016 | Lightweight | Edson Barboza | Gilbert Melendez | Edson Barboza | |
April 23, 2016 | Lightweight | Anthony Pettis | Edson Barboza | Edson Barboza | |
Dec. 11, 2015 | Lightweight | Edson Barboza | Tony Ferguson | Tony Ferguson | |
July 25, 2015 | Lightweight | Edson Barboza | Paul Felder | Edson Barboza | |
Feb. 22, 2015 | Lightweight | Edson Barboza | Michael Johnson | Michael Johnson | |
Nov. 22, 2014 | Lightweight | King Green | Edson Barboza | Edson Barboza | |
July 16, 2014 | Lightweight | Edson Barboza | Evan Dunham | Edson Barboza | |
April 19, 2014 | Lightweight | Donald Cerrone | Edson Barboza | Donald Cerrone | |
Dec. 14, 2013 | Lightweight | Danny Castillo | Edson Barboza | Edson Barboza | |
July 6, 2013 | Lightweight | Edson Barboza | Rafaello Oliveira | Edson Barboza | |
Jan. 19, 2013 | Lightweight | Edson Barboza | Lucas Martins | Edson Barboza | |
May 26, 2012 | Lightweight | Edson Barboza | Jamie Varner | Jamie Varner | |
Jan. 14, 2012 | Lightweight | Edson Barboza | Terry Etim | Edson Barboza | |
Aug. 27, 2011 | Lightweight | Ross Pearson | Edson Barboza | Edson Barboza | |
March 19, 2011 | Lightweight | Edson Barboza | Anthony Njokuani | Edson Barboza | |
Nov. 20, 2010 | Lightweight | Mike Lullo | Edson Barboza | Edson Barboza |
Date | Weight | Elevation | Red Corner | Blue Corner | Winner |
---|---|---|---|---|---|
Dec. 14, 2024 | Lightweight | Joel Alvarez | Drakkar Klose | Joel Alvarez | |
May 4, 2024 | Lightweight | Joaquim Silva | Drakkar Klose | Drakkar Klose | |
Dec. 2, 2023 | Lightweight | Drakkar Klose | Joe Solecki | Drakkar Klose | |
July 30, 2022 | Lightweight | Drakkar Klose | Rafa Garcia | Drakkar Klose | |
April 16, 2022 | Lightweight | Drakkar Klose | Brandon Jenkins | Drakkar Klose | |
March 7, 2020 | Lightweight | Beneil Dariush | Drakkar Klose | Beneil Dariush | |
Aug. 17, 2019 | Lightweight | Christos Giagos | Drakkar Klose | Drakkar Klose | |
Dec. 15, 2018 | Lightweight | King Green | Drakkar Klose | Drakkar Klose | |
July 7, 2018 | Lightweight | Lando Vannata | Drakkar Klose | Drakkar Klose | |
Dec. 2, 2017 | Lightweight | David Teymur | Drakkar Klose | David Teymur | |
July 7, 2017 | Lightweight | Marc Diakiese | Drakkar Klose | Drakkar Klose | |
Jan. 15, 2017 | Lightweight | Devin Powell | Drakkar Klose | Drakkar Klose |