Maycee Barber vs. Karine Silva - UFC 323: Dvalishvili vs. Yan 2 Results & AI Breakdown

Winner: Maycee Barber by Decision - Unanimous

Fight Info:
Location: Las Vegas, Nevada, USA
Elevation: 627.00m
Weight Class: Women's Flyweight
Wikipedia: https://en.wikipedia.org…

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.

The predictions below are shown in dark grey if they were correct, incorxrect predictions are shown in red.
Predictions
W = WTAI Model O = Profit Model P = Plain Model EV = Expected Value
Fighter
Confidence
EV
Odds
W
O
P
Maycee Barber
8
12
14
4.9
-180
Karine Silva
+140

Fighter Comparison Chart

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 Flyweight weight class.

Maycee Barber
Karine Silva
Women's Flyweight Average (50th percentile)

Weighted Scoring Report

Weighted Score for WTAI Prediction

Predicted Winner: Maycee Barber

Weight Class: Women's Flyweight

Final Confidence: 5.6

Confidence Adjustments

Value: -30.0%

Reason: Base confidence < 10, decreased by 30%

Fighter History & Outcomes

Maycee Barber

Weight Change: Staying at usual weight

Fight History:

  • March 9, 2024: Maycee Barber won against Katlyn Cerminara. The fight ended in round 3 at 5:00. It was a unanimous decision. Additional details: 27 - 30. 27 - 30. 28 - 29.
  • June 24, 2023: Maycee Barber won against Amanda Ribas. The fight ended in round 2 at 3:42. Method of victory: KO/TKO.
  • March 25, 2023: Maycee Barber won against Andrea Lee. The fight ended in round 3 at 5:00. It was a split decision. Additional details: 29 - 28. 28 - 29. 27 - 30.
  • July 2, 2022: Maycee Barber won against Jessica Eye. The fight ended in round 3 at 5:00. It was a unanimous decision. Additional details: 28 - 29. 28 - 29. 27 - 30.
  • April 23, 2022: Maycee Barber won against Montana De La Rosa. The fight ended in round 3 at 5:00. It was a unanimous decision. Additional details: 27 - 30. 27 - 30. 27 - 30.
  • July 24, 2021: Maycee Barber won against Miranda Maverick. The fight ended in round 3 at 5:00. It was a split decision. Additional details: 29 - 28. 28 - 29. 28 - 29.
  • February 13, 2021: Maycee Barber lost against Alexa Grasso. The fight ended in round 3 at 5:00. It was a unanimous decision. Additional details: 28 - 29. 28 - 29. 28 - 29.
  • January 18, 2020: Maycee Barber lost against Roxanne Modafferi. The fight ended in round 3 at 5:00. It was a unanimous decision. Additional details: 27 - 30. 27 - 30. 26 - 30.
  • October 18, 2019: Maycee Barber won against Gillian Robertson. The fight ended in round 1 at 3:04. Method of victory: KO/TKO.
  • March 23, 2019: Maycee Barber won against JJ Aldrich. The fight ended in round 2 at 3:01. Method of victory: KO/TKO.
  • November 10, 2018: Maycee Barber won against Hannah Cifers. The fight ended in round 2 at 2:01. Method of victory: KO/TKO.
Karine Silva

Weight Change: Staying at usual weight

Fight History:

  • August 16, 2025: Karine Silva won against Dione Barbosa. The fight ended in round 3 at 5:00. It was a unanimous decision. Additional details: 28 - 29. 28 - 29. 28 - 29.
  • November 16, 2024: Karine Silva lost against Viviane Araujo. The fight ended in round 3 at 5:00. It was a unanimous decision. Additional details: 28 - 29. 28 - 29. 28 - 29.
  • April 27, 2024: Karine Silva won against Ariane da Silva. The fight ended in round 3 at 5:00. It was a unanimous decision. Additional details: 27 - 30. 28 - 29. 28 - 29.
  • August 19, 2023: Karine Silva won against Maryna Moroz. The fight ended in round 1 at 4:59. Method of victory: Submission.
  • June 3, 2023: Karine Silva won against Ketlen Souza. The fight ended in round 1 at 1:45. Method of victory: Submission.
  • June 4, 2022: Karine Silva won against Poliana Botelho. The fight ended in round 1 at 4:55. Method of victory: Submission.

Fight Analysis

Analysis: Maycee Barber vs Karine Silva

WolfTicketsAI Predicts Maycee Barber to Win

Score: 8
Odds:
Maycee Barber: -180
Karine Silva: +140

Maycee Barber's Breakdown

Barber has quietly strung together six straight wins and sits at #5 in the flyweight rankings. Her game revolves around pressure, power, and clinch work. She's not the most technical striker in the division, but she hits hard and knows how to make fights ugly.

Signature Techniques:

  1. Clinch Elbows on the Break: This is Barber's bread and butter. Against Hannah Cifers in her UFC debut, she slashed open two cuts with standing elbows from the clinch. She repeated this against Jessica Eye at UFC 276, landing huge elbows that caused visible swelling over Eye's right eye in Round 1. When Barber gets you against the cage, expect short elbows and hooks with full hip rotation.

  2. Power Combinations When Opponents Are Hurt: Against Amanda Ribas at UFC 289, Barber landed a rear straight followed immediately by a rear high kick—a classic kickboxing sequence that dropped Ribas and led to the TKO. She doesn't admire her work; when she hurts you, she swarms.

  3. Dirty Boxing and Clinch Knees: Against Katlyn Cerminara at UFC 299, Barber outworked her opponent in the clinch by 18 significant strikes. She mixes knees, short punches, and elbows effectively when tied up.

Technical Evolution:

Barber has matured since her ACL tear and back-to-back losses to Modafferi and Grasso. She's stopped trying to be a technical striker and returned to what works—pressure, physicality, and clinch warfare. The Ribas finish showed improved timing on her head kick setups. She's also added inside low kicks to her arsenal, useful for closing distance.

Maycee Barber's Technical Vulnerabilities

  1. Counter-Striking When Pressuring Forward: Against Alexa Grasso at UFC 258, Barber was consistently caught with clean counters when she lunged forward. Grasso landed a left hand in Round 2 that wobbled her. Barber's forward pressure can be linear and predictable—she moves her head minimally during entries.

  2. Clinch Control Against Skilled Grapplers: Andrea Lee exposed this at UFC Fight Night 222. Lee used over-hook throws and trips from the clinch to put Barber on her back multiple times. Cerminara also controlled Barber in extended clinch exchanges, showing inexperience in positional wrestling.

  3. Body Attack Susceptibility: Lee consistently found success targeting Barber's body from clinch positions with hooks and knees. Barber tends to over-prioritize head defense in close quarters, leaving her midsection exposed.

Karine Silva's Breakdown

Silva is a submission specialist with a 100% finishing rate in her UFC wins until the Araujo loss. She trains with Fighting Nerds in São Paulo and recently earned her BJJ black belt. Her game is simple: get the fight to the ground and hunt necks or legs.

Signature Techniques:

  1. Bodylock Takedowns from Clinch: Against Ariane da Silva at UFC Vegas 91, Karine secured a takedown off a bodylock about 90 seconds into Round 1. She went 5-of-6 on takedowns that night. She closes distance with lunging overhands designed to crash into clinch range.

  2. D'Arce Choke from Top Position: Against Poliana Botelho, Silva used ground-and-pound to force defensive reactions, then locked up the D'Arce when Botelho's arm positioning opened up. She's patient with the setup—uses strikes to create submission opportunities.

  3. Lateral Knee Attacks (Leg Locks): Against Ketlen Souza, Silva demonstrated sophisticated leg lock awareness. When pushed back to guard, she immediately transitioned to a reaping position and finished with lateral knee pressure. This "Z-lock" style attack can cause sudden joint failure.

Technical Evolution:

Silva has expanded from pure guillotine attacks to include D'Arce variations and leg locks. Her grappling is increasingly sophisticated, though her striking remains a means to an end—she throws overhands to crash into takedown range, not to win boxing exchanges.

Karine Silva's Technical Vulnerabilities

  1. Striking Accuracy and Defense: Silva lands just 38% of significant strikes and absorbs 3.14 per minute. Against Viviane Araujo at UFC 309, she struggled to connect and was consistently countered. Her striking exists purely to set up grappling.

  2. Cardio Deterioration in Later Rounds: Against Araujo, Silva visibly faded in Round 3, flopping to her back multiple times hoping for rest. Against Dione Barbosa at UFC 319, she slowed noticeably in the final frame. This is a recurring pattern.

  3. Takedown Defense When Reversed: Silva's 0% takedown defense stat is misleading—she often invites ground attacks—but against Barbosa, she lost position after securing takedowns and had to scramble. Her top control can be compromised by active opponents.

Style Matchup Dynamics

This is a classic striker-vs-grappler matchup with some interesting wrinkles.

Barber's Weapons That Could Exploit Silva's Gaps:

  • Barber's clinch elbows and dirty boxing could punish Silva's lunging overhand entries. Silva commits forward on her strikes, leaving her chin exposed—exactly the pattern Grasso exploited against Barber, but now Barber is the one with the counter opportunity.
  • Barber's 100% takedown defense in her recent fights is a major factor. Silva needs the fight on the ground to win. If Barber stuffs the shots and keeps it standing, Silva's path to victory narrows considerably.
  • Barber's power could be decisive. Silva has never been finished in the UFC, but she's also never faced someone who hits as hard as Barber in the clinch.

Silva's Weapons That Could Cause Problems for Barber:

  • Silva's bodylock takedowns from the clinch could exploit Barber's vulnerability to trips and throws that Andrea Lee demonstrated. If Silva can secure the clinch and get underneath Barber, she could drag the fight to the mat.
  • Silva's submission arsenal is dangerous. Barber has shown she can be caught in compromised positions—Modafferi controlled her on the ground, and Grasso nearly locked up an arm triangle at UFC 258. If Silva gets top position, she's a constant threat.
  • Silva's leg lock game is underrated. Barber hasn't faced a sophisticated leg locker in the UFC.

Historical Parallel:

This matchup resembles Barber vs. Gillian Robertson in 2019. Robertson was a grappling specialist; Barber stuffed the early takedown and overwhelmed her with clinch strikes. The difference: Silva is more dangerous than Robertson was, with better submission chaining and more power in her entries.

Fight Phase Analysis

Early Rounds:

Barber typically starts fast. Against Ribas, she was throwing heavy from the opening bell. Silva will likely test her takedowns early—she secured her first takedown against Ariane da Silva at 90 seconds. The first two minutes are critical: if Barber stuffs the initial shot and lands clean, she can establish the fight on her terms.

Mid-Fight Adjustments:

If Silva can't get takedowns, expect her to become more reckless with her overhand entries. This is where Barber's counter opportunities increase. However, if Silva does get the fight down, her submission threats will force Barber into defensive postures that could drain her energy.

Late Rounds:

Both fighters have shown cardio concerns. Barber slowed against Lee and Cerminara. Silva faded badly against Araujo and Barbosa. If this goes to Round 3, the fighter who controls the pace will have the advantage. Barber's clinch work requires less energy than Silva's wrestling, which could favor her late.

Analysis and Key Points

  • Barber's takedown defense is the fight's fulcrum. She's defended 100% of attempts recently. Silva averages 5+ takedown attempts per fight. If Barber keeps stuffing shots, Silva has no Plan B.
  • Silva's cardio is a liability. She's faded in her last two fights. Barber's pressure and clinch work could accelerate that decline.
  • Barber's power in the clinch is underrated. She's tied for second-most knockouts in women's flyweight history. Silva has never been finished, but she's never faced this level of physicality.
  • Silva's submission game is legitimate. If she gets top position, Barber could be in trouble. The D'Arce and leg lock threats are real.
  • Barber is the favorite for a reason. She's more well-rounded, hits harder, and has better cardio management in recent fights.

Understanding the Prediction

The model heavily favors Barber based on several key factors:

  • Odds increased the prediction score by 6.0—Barber is a clear betting favorite, and the model respects that market signal.
  • Significant Striking Impact Differential increased the score by 4.0—Barber lands with more damage relative to what she absorbs. Her 18.5 differential dwarfs Silva's 0.8.
  • Recent Significant Striking Impact Differential added 2.0—Barber's recent performances show she's landing clean while avoiding damage.
  • Win Streak Difference and Recent Win Percentage each added 1.0—Barber is 6-0 in her last six; Silva is coming off a controversial decision win after a loss to Araujo.
  • Striking Defense Percentage added 1.0—Barber defends strikes better than Silva.
  • Recent Takedowns Attempted per Fight decreased the score by 2.0—Silva's high takedown volume is acknowledged as a threat.
  • Recent Significant Striking Defense Percentage decreased by 1.0—Barber's recent defensive numbers aren't perfect.

Past Model Performance

WolfTicketsAI has a strong track record with Barber: - Correctly predicted her win over Cerminara (0.70 score) - Correctly predicted her win over Ribas (0.25 score—a lower confidence pick that still hit) - Correctly predicted her wins over Eye and De La Rosa - Incorrectly picked against her vs. Andrea Lee (predicted Lee to win)

For Silva: - Correctly predicted her win over Barbosa (0.57 score) - Incorrectly predicted her to beat Araujo (0.67 score—a miss) - Incorrectly predicted against her vs. Ariane da Silva (predicted Ariane to win) - Correctly predicted her win over Moroz (0.77 score)

The model has been more reliable with Barber (4-1) than Silva (2-2). That's worth noting.

Conclusion

Barber's pressure, power, and clinch work should be too much for Silva. The Brazilian needs takedowns to win, and Barber has been stuffing everything lately. Silva's cardio concerns mean she can't afford extended striking exchanges, and Barber will force exactly that. Expect Barber to land heavy in the clinch, stuff takedown attempts, and potentially find a finish if Silva gets desperate with her entries. WolfTicketsAI has Barber winning this one, and the data supports it.

Stat Breakdown

Stat Maycee Barber Karine Silva
Main Stats
Age 27 32
Height 65" 65"
Reach 65" 67"
Win Percentage 87.50% 79.17%
Wins 15 19
Losses 2 6
Wins at Weight Class 8 5
Losses at Weight Class 2 1
Striking Stats
Striking Accuracy 55.31% 50.34%
Significant Striking Accuracy 50.88% 39.46%
Strikes Landed Per Minute 5.569 5.260
Significant Strikes Landed Per Minute 4.363 2.842
Knockdowns per Fight 0.000 0.265
Striking Impact Differential 2.36% -1.33%
Significant Striking Impact Differential 18.55% 0.83%
Striking Output Differential 4.82% 10.33%
Significant Striking Output Differential 23.82% 12.33%
Striking Defense to Offense Ratio 77.11% 75.17%
Significant Striking Defense to Offense Ratio 86.43% 110.56%
Striking Defense Percentage 57.26% 53.29%
Takedown and Submission Stats
Submissions per Fight 0.114 1.589
Takedowns per Fight 1.366 2.648
Takedowns Attempted per Fight 3.073 5.031
Takedown Defense 100.00% 600.00%
Takedown Accuracy 44.44% 52.63%
Head Stats
Head Strikes Landed per Minute 3.149 1.236
Head Strikes Attempted per Minute 7.018 4.378
Head Strikes Absorbed per Minute 1.578 1.324
Body Stats
Body Strikes Landed per Minute 0.827 0.706
Body Strikes Attempted per Minute 1.115 1.483
Body Strikes Absorbed per Minute 0.797 0.953
Leg Stats
Leg Strikes Landed per Minute 0.387 0.900
Leg kicks Attempted per Minute 0.440 1.342
Leg kicks Absorbed per Minute 0.440 0.477
Clinch Stats
Clinch Strikes Landed per Minute 1.571 0.494
Clinch Strikes Attempted per Minute 1.958 0.583
Clinch Strikes Absorbed per Minute 0.804 0.335
Maycee Barber History:
Date Weight Red Corner Blue Corner Winner
March 9, 2024 Women's Flyweight Katlyn Cerminara Maycee Barber Maycee Barber
June 24, 2023 Women's Flyweight Amanda Ribas Maycee Barber Maycee Barber
March 25, 2023 Women's Flyweight Andrea Lee Maycee Barber Maycee Barber
July 2, 2022 Women's Flyweight Jessica Eye Maycee Barber Maycee Barber
April 23, 2022 Women's Flyweight Maycee Barber Montana De La Rosa Maycee Barber
July 24, 2021 Women's Flyweight Miranda Maverick Maycee Barber Maycee Barber
Feb. 13, 2021 Women's Flyweight Maycee Barber Alexa Grasso Alexa Grasso
Jan. 18, 2020 Women's Flyweight Roxanne Modafferi Maycee Barber Roxanne Modafferi
Oct. 18, 2019 Women's Flyweight Maycee Barber Gillian Robertson Maycee Barber
March 23, 2019 Women's Flyweight Maycee Barber JJ Aldrich Maycee Barber
Nov. 10, 2018 Women's Strawweight Maycee Barber Hannah Cifers Maycee Barber
Karine Silva History:
Date Weight Red Corner Blue Corner Winner
Aug. 16, 2025 Women's Flyweight Karine Silva Dione Barbosa Karine Silva
Nov. 16, 2024 Women's Flyweight Viviane Araujo Karine Silva Viviane Araujo
April 27, 2024 Women's Flyweight Ariane da Silva Karine Silva Karine Silva
Aug. 19, 2023 Women's Flyweight Karine Silva Maryna Moroz Karine Silva
June 3, 2023 Women's Flyweight Karine Silva Ketlen Souza Karine Silva
June 4, 2022 Women's Flyweight Karine Silva Poliana Botelho Karine Silva