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: Mackenzie Dern
Weight Class: Women's Strawweight
Final Confidence: 0.0
Value: -30.0%
Reason: Base confidence < 10, decreased by 30%
Value: +10.0%
Reason: Mackenzie Dern won the previous match against Virna Jandiroba
Weight Change: Staying at usual weight
Weight Change: Staying at usual weight
Score: 0.50
Odds:
Virna Jandiroba: +138
Mackenzie Dern: -178
Jandiroba enters this rematch riding a five-fight win streak that's positioned her as the division's most dominant grappler not named Mackenzie Dern. Her recent performance against Yan Xiaonan at UFC 314 showcased the patient, methodical approach that's defined her championship run—11 takedown attempts, landing one per round, accumulating 9:59 of control time while threatening constant submissions.
Signature Techniques:
The walk-up armbar from closed guard remains her money technique. Against Xiaonan, she worked this position through multiple rounds: establishing feet on hips, using leg pressure to rotate her body, systematically climbing the torso. When Xiaonan stacked to defend, Jandiroba executed a textbook sweep—threading her arm through to the far leg, inverting hips underneath to roll Xiaonan over. This same sequence nearly finished Amanda Lemos in Round 2 with an armbar that had Lemos saved by the bell.
Her chain wrestling persistence wears opponents down mentally. Against Marina Rodriguez, she cut the cage methodically, using feints and pressure to trap Rodriguez against the fence before dragging fights to her world. The 2.37 takedowns per fight don't tell the full story—it's the relentless pursuit (7.12 attempts per fight) that breaks opponents' will.
The kimura-to-armbar flow creates submission inevitabilities. Against Loopy Godinez, when opponents defended the kimura, she seamlessly transitioned to armbars without releasing control. This chain-submission approach mirrors Roger Gracie's philosophy: once you're defending one attack, you can't base out against the next.
Technical Evolution:
Jandiroba's returned to proper wrestling-based takedowns after a concerning period of relying on judo throws. Against Xiaonan, she executed clean level changes—explosively closing distance with hips lowered—rather than the scramble-inducing headlock attempts. Her striking remains limited (2.12 significant strikes per minute landed, 38% accuracy), but she's accepted this reality and fights to her strengths rather than forcing exchanges where she's disadvantaged.
Striking Deficiencies Create Predictability: Jandiroba landed only 2.12 significant strikes per minute against elite competition, connecting at 38% accuracy. Against Xiaonan, she "looked stiff on the feet throwing kicks that were far from the mark." This one-dimensional approach—hunt takedowns, avoid striking exchanges—becomes exploitable against opponents who can stuff initial attempts and force extended stand-up battles.
Takedown Efficiency Against Elite Grapplers: The 34% takedown accuracy (3 of 11 against Xiaonan) reveals vulnerability against opponents with solid defensive wrestling. She relies on volume and persistence rather than overwhelming technical prowess. Against Amanda Ribas, her inability to establish early takedowns forced her into uncomfortable striking exchanges where she absorbed damage.
Scramble Vulnerability: When Xiaonan stacked during armbar attempts, Jandiroba absorbed strikes before executing her sweep. Against Angela Hill, moments where opponents escaped initial control saw Jandiroba eating shots during transitions. Dern's world-class scrambling ability—her capacity to invert, create angles, and threaten submissions from bottom—could exploit these windows.
Dern's recent rematch victory over Amanda Ribas demonstrated a fighter who's rediscovered her technical foundations after a troubling stretch. The mechanically sound jab developed under Jason Parillo returned, and crucially, she abandoned the reckless headlock throws that plagued her Yan Xiaonan and Jessica Andrade losses.
Signature Techniques:
The traditional walk-up armbar from closed guard remains her elite-level finish. Against Ribas in Round 3, she established the classic position: feet on hips, leg pressure to angle her body, climbing the torso methodically. When Ribas stacked to defend, Dern executed the BJ Penn sweep—threading her arm completely through to Ribas's far leg, inverting hips underneath to roll her opponent over. This patience paid off with the third-round armbar finish.
Her reversal game from compromised positions has evolved significantly. The Ribas rematch showed sophisticated defensive grappling: when stacked during armbar attempts, she didn't panic or abandon position but instead used the stack against Ribas, threading arms deep and inverting to sweep. This technical maturity represents growth from earlier fights where she'd force scrambles rather than solve positions methodically.
The submission chain attacks create constant threats. Against Loopy Godinez, she flowed between armbars, triangle attempts, and leg entanglements without allowing opponents to settle. Her 1.36 submissions per fight (recent form) reflects this relentless attacking mentality once fights hit the mat.
Technical Evolution:
Dern's striking has regressed to basics—but functional basics. The clean jab against Ribas controlled distance without the wild haymakers that got her knocked out by Andrade. She's accepted that her path to victory runs through grappling, using striking only to create takedown opportunities rather than engaging in extended exchanges where her slow hands (well below average speed) become liabilities.
Striking System Collapse Beyond the Jab: Dern's most exploitable weakness manifests immediately after her initial strike. Against Amanda Lemos and Jessica Andrade, she abandoned stance integrity entirely when throwing power punches, "sprinting with her chin up" and eliminating all defensive responsibility. Andrade capitalized with a second-round KO. Her 0.47 striking defense percentage reflects this fundamental gap—she gets hit clean when opponents time her predictable entries.
Takedown Method Selection: Her recent reliance on headlock-style throws against Yan Xiaonan created scrambles rather than dominant positions. These techniques frequently resulted in back exposure or positions where she pinned opponents without clear finishing paths. Against Xiaonan, this approach failed completely as Xiaonan's superior cage positioning nullified Dern's entries. The 17.6% takedown accuracy reveals her struggle to establish her game against prepared opponents.
Range Management Under Pressure: Against credible strikers (Lemos, Andrade, Xiaonan), Dern appeared "to forget everything" she'd worked on, her technical system crumbling under pressure. She lacks adaptability when forced to problem-solve in real-time rather than execute predetermined sequences. Her tendency to break posture and charge forward creates massive counter-punching opportunities.
Their December 2020 meeting saw Dern secure a unanimous decision (29-28 across all cards) in a compelling standup battle that defied expectations. Dern accidentally poked Jandiroba's eye in Round 2, then took a knee that likely broke her nose—yet continued pressing forward. She landed a "hellacious right hand" that rocked Jandiroba in Round 2. The third round saw Dern in top position after Jandiroba attempted to pull guard, allowing Dern to control position and secure the decision.
The fight revealed both fighters' willingness to engage on the feet despite their grappling pedigrees. Jandiroba's attempts to pull guard—unusual for her methodical style—suggested discomfort with Dern's striking pressure. Dern's ability to maintain composure despite a broken nose and eye poke demonstrated the mental toughness that's defined her recent resurgence.
Jandiroba's Weapons vs Dern's Gaps:
Jandiroba's relentless takedown volume (7.12 attempts per fight) directly attacks Dern's 17.6% takedown accuracy and poor cage-cutting. If Jandiroba establishes early takedowns, she can force Dern into extended grappling exchanges where both are elite—but Jandiroba's recent form (5-0 streak) suggests superior conditioning and positional control. Her 9:59 of control time against Xiaonan demonstrates her ability to pin elite grapplers and work submissions methodically.
Jandiroba's improved takedown entries—proper level changes rather than judo throws—exploit Dern's defensive wrestling gaps. Dern's 3.0 takedown defense ratio sounds impressive until you realize it's inflated by facing strikers with limited wrestling. Against Jandiroba's persistent chain wrestling, Dern will face 10+ takedown attempts, and her historical 17.6% accuracy suggests she'll struggle to establish her own game.
Dern's Weapons vs Jandiroba's Gaps:
Dern's power striking—the overhand right that rocked Jandiroba in their first meeting—exploits Jandiroba's stiff, predictable movement on the feet. Jandiroba's 44% striking defense percentage and tendency to absorb shots during takedown entries creates windows for Dern to land the fight-changing punch. If Dern can hurt Jandiroba early (as she did with the broken nose in Round 1 last time), she can force desperate takedown attempts that create scrambles where Dern's elite BJJ thrives.
Dern's submission threats from bottom position—the inverted sweeps, the armbar chains—directly counter Jandiroba's top control strategy. When Jandiroba stacks to defend submissions, Dern's proven she can thread arms deep and invert for sweeps. This scrambling ability could neutralize Jandiroba's control-heavy approach, creating the chaotic grappling exchanges where Dern's creativity shines.
Historical Parallels:
The Amanda Ribas rematch provides the blueprint: when Dern faces fellow elite grapplers, the fight becomes a chess match of positional control and submission chains. Ribas's overhook control from top position in closed guard—technically awkward but limiting Dern's offense—mirrors the type of positions Jandiroba will seek. However, Dern's patience in working the walk-up armbar through multiple rounds suggests she's comfortable in extended grappling battles.
Early Rounds (1-2): Jandiroba will immediately pressure for takedowns, using her improved level changes to close distance. Dern's striking—if she maintains the disciplined jab from the Ribas rematch—can control distance and potentially hurt Jandiroba as she enters. The fighter who establishes early takedowns dictates the fight's location. If Jandiroba secures top position early, she can accumulate control time and wear Dern down. If Dern stuffs initial attempts and lands clean counters, she can force Jandiroba into uncomfortable striking exchanges where desperation takedowns create scrambles.
Mid-Fight Adjustments (3): Cardio becomes crucial. Jandiroba's five-round wars (Xiaonan, Rodriguez) prove her championship conditioning. Dern's recent fights have been three-rounders, and her historical cardio issues (visible fatigue against Marina Rodriguez) could resurface. If Jandiroba maintains her pace—constant takedown attempts, control time, submission threats—Dern may tire and her technical execution could deteriorate. However, if Dern has improved her conditioning, she can capitalize on Jandiroba's predictable entries with counter strikes.
Championship Implications: This fight determines the inaugural strawweight champion after Zhang Weili vacated. Both fighters will be cautious about taking unnecessary risks, but their grappling-heavy styles make extended exchanges inevitable. The fighter who can impose their preferred pace—Jandiroba's grinding control vs Dern's explosive scrambles—will likely secure the decision if it goes the distance.
Grappling Parity Creates Striking Importance: Both are elite grapplers, but Dern's power striking gives her the clearer path to finish. Jandiroba has never been finished in the UFC; Dern was KO'd by Andrade 18 months ago.
Takedown Volume vs Efficiency: Jandiroba's 7.12 attempts per fight overwhelm opponents, but her 34% accuracy against elite competition suggests Dern can stuff enough attempts to keep the fight competitive. Dern's 17.6% accuracy means she'll struggle to establish her own takedowns.
Recent Form Divergence: Jandiroba's 5-0 streak includes wins over the #1 contender (Xiaonan) and former title challenger (Lemos). Dern's recent losses to Lemos and Andrade—both by striking—raise questions about her ability to handle adversity against elite competition.
Rematch Dynamics: Their first fight saw Dern win via decision despite a broken nose. Jandiroba's attempt to pull guard in Round 3 suggested discomfort with Dern's pressure. Has Jandiroba developed answers to Dern's striking, or will history repeat?
Age and Trajectory: Jandiroba (36, turning 37) is likely in her only legitimate title run. Dern (31) has time to rebuild if she loses. This desperation factor could push Jandiroba to take risks she normally avoids.
The model's even split (0.50 score) reflects genuine uncertainty in a grappling-heavy matchup between elite specialists. However, several factors tipped the prediction toward Dern:
Odds (-6.0 impact): Dern's -178 line indicates sharp money favors her despite Jandiroba's recent dominance. The betting market sees Dern's finishing ability as the difference-maker.
Recent Win Percentage (+3.0): Jandiroba's 100% recent win rate (5-0 streak) significantly boosted her score, but Dern's 67% recent form (4-2 in last 6) includes wins over elite competition.
Recent Takedowns Attempted (+2.0): Jandiroba's 7.43 attempts per fight in recent form create constant pressure that wears opponents down mentally and physically.
TrueSkill (+1.0): Dern's slightly higher TrueSkill rating (Mu: 32.56 vs 31.62) reflects the model's assessment of her overall skill level despite recent inconsistency.
Significant Striking Impact Differential (+1.0): Dern's ability to land harder shots when striking exchanges occur gives her the edge in potential finish scenarios.
Recent Significant Striking Defense (-1.0): Jandiroba's improved 63% defense in recent fights suggests she's tightened her striking gaps, making Dern's path to a knockout finish narrower.
The model sees a fight where Jandiroba's relentless takedown pressure meets Dern's explosive finishing ability. Dern's power striking and submission threats from any position give her multiple paths to victory, while Jandiroba's path runs through sustained control and decision victory—a longer, riskier road.
Virna Jandiroba (3-2 record): - Correct Predictions: Yan Xiaonan (0.55), Amanda Lemos (0.56), Angela Hill (0.72) - Incorrect Predictions: Loopy Godinez (predicted Godinez 0.67), Marina Rodriguez (predicted Rodriguez 0.75)
The model has struggled with Jandiroba when she faces opponents it rates higher. The Godinez and Rodriguez upsets suggest the model undervalues Jandiroba's ability to impose her grappling on more well-rounded fighters. However, its correct predictions on her recent wins show improved calibration to her current form.
Mackenzie Dern (3-4 record): - Correct Predictions: Amanda Lemos loss (predicted Lemos 0.53), Angela Hill (0.67), Yan Xiaonan loss (predicted Xiaonan 0.26) - Incorrect Predictions: Amanda Ribas rematch (predicted Ribas 0.66), Loopy Godinez (predicted Godinez 0.53), Jessica Andrade (predicted Dern 0.41), Tecia Pennington (predicted Pennington 0.28)
The model's 3-4 record on Dern reflects her inconsistency. It correctly predicted her losses to elite strikers (Lemos, Xiaonan) but missed her recent resurgence (Ribas rematch, Godinez). The Andrade prediction (0.41 for Dern) was close to even but wrong—Dern was KO'd in Round 2. This suggests the model may be overrating Dern's ability to handle power strikers.
Risk Assessment: The model's struggles with both fighters—particularly missing Jandiroba's upsets and Dern's knockout loss—suggest this prediction carries significant uncertainty. The even 0.50 score reflects genuine toss-up dynamics, and the model's historical performance indicates either fighter winning wouldn't be shocking.
Mackenzie Dern takes this rematch by submission in Round 2. Jandiroba's relentless takedown pressure will secure early control, but Dern's improved patience—demonstrated in the Ribas rematch—allows her to work submissions methodically from bottom position. When Jandiroba stacks to defend an armbar attempt, Dern threads her arm deep, inverts her hips, and sweeps to top position. From there, she transitions to the back and locks in the rear-naked choke, securing the inaugural strawweight championship. Jandiroba's 36-year-old body, after five consecutive wars, can't match Dern's explosive scrambling when the fight enters deep waters. The betting market's confidence in Dern reflects the reality: when two elite grapplers meet, the one with finishing power and youth prevails.
| Stat | Virna Jandiroba | Mackenzie Dern | Weight Class Average | |
|---|---|---|---|---|
| Main Stats | ||||
| Age | 37 | 32 | 35 | |
| Height | 63" | 64" | 64" | |
| Reach | 64" | 63" | 64" | |
| Win Percentage | 88.00% | 75.00% | 87.70% | |
| Wins | 22 | 16 | ||
| Losses | 4 | 5 | ||
| Wins at Weight Class | 0 | 0 | ||
| Losses at Weight Class | 0 | 0 | ||
| Striking Stats | ||||
| Striking Accuracy | 59.77% | 53.14% | 59.38% | |
| Significant Striking Accuracy | 38.96% | 40.29% | 48.90% | |
| Strikes Landed Per Minute | 5.414 | 5.868 | 7.187 | |
| Significant Strikes Landed Per Minute | 1.965 | 3.311 | 4.448 | |
| Knockdowns per Fight | 0.113 | 0.149 | 0.172 | |
| Striking Impact Differential | 6.64% | 11.73% | 30.50% | |
| Significant Striking Impact Differential | -7.09% | -7.87% | 17.51% | |
| Striking Output Differential | 4.55% | 22.20% | 42.83% | |
| Significant Striking Output Differential | -11.64% | 1.20% | 28.27% | |
| Striking Defense to Offense Ratio | 70.51% | 74.92% | 58.24% | |
| Significant Striking Defense to Offense Ratio | 175.86% | 127.84% | 95.56% | |
| Striking Defense Percentage | 57.52% | 52.07% | 55.01% | |
| Takedown and Submission Stats | ||||
| Submissions per Fight | 1.807 | 1.190 | 0.797 | |
| Takedowns per Fight | 2.372 | 0.892 | 2.520 | |
| Takedowns Attempted per Fight | 7.116 | 5.055 | 5.735 | |
| Takedown Defense | 35.29% | 300.00% | 104.49% | |
| Takedown Accuracy | 33.33% | 17.65% | 44.59% | |
| Head Stats | ||||
| Head Strikes Landed per Minute | 1.679 | 2.523 | 2.852 | |
| Head Strikes Attempted per Minute | 4.518 | 7.216 | 6.832 | |
| Head Strikes Absorbed per Minute | 1.777 | 2.007 | 1.788 | |
| Body Stats | ||||
| Body Strikes Landed per Minute | 0.264 | 0.441 | 0.722 | |
| Body Strikes Attempted per Minute | 0.497 | 0.615 | 1.036 | |
| Body Strikes Absorbed per Minute | 0.535 | 1.021 | 0.650 | |
| Leg Stats | ||||
| Leg Strikes Landed per Minute | 0.023 | 0.347 | 0.874 | |
| Leg kicks Attempted per Minute | 0.030 | 0.387 | 1.190 | |
| Leg kicks Absorbed per Minute | 0.241 | 0.867 | 0.557 | |
| Clinch Stats | ||||
| Clinch Strikes Landed per Minute | 0.233 | 0.352 | 0.411 | |
| Clinch Strikes Attempted per Minute | 0.369 | 0.471 | 0.551 | |
| Clinch Strikes Absorbed per Minute | 0.346 | 0.540 | 0.371 | |
| Date | Weight | Elevation | Red Corner | Blue Corner | Winner |
|---|---|---|---|---|---|
| April 12, 2025 | Women's Strawweight | Yan Xiaonan | Virna Jandiroba | Virna Jandiroba | |
| July 20, 2024 | Women's Strawweight | Amanda Lemos | Virna Jandiroba | Virna Jandiroba | |
| March 30, 2024 | Women's Strawweight | Virna Jandiroba | Loopy Godinez | Virna Jandiroba | |
| May 6, 2023 | Women's Strawweight | Marina Rodriguez | Virna Jandiroba | Virna Jandiroba | |
| May 14, 2022 | Women's Strawweight | Virna Jandiroba | Angela Hill | Virna Jandiroba | |
| Oct. 30, 2021 | Women's Strawweight | Amanda Ribas | Virna Jandiroba | Amanda Ribas | |
| June 19, 2021 | Women's Strawweight | Kanako Murata | Virna Jandiroba | Virna Jandiroba | |
| Dec. 12, 2020 | Women's Strawweight | Mackenzie Dern | Virna Jandiroba | Mackenzie Dern | |
| Aug. 15, 2020 | Women's Strawweight | Felice Herrig | Virna Jandiroba | Virna Jandiroba | |
| Dec. 7, 2019 | Women's Strawweight | Virna Jandiroba | Mallory Martin | Virna Jandiroba | |
| April 27, 2019 | Women's Strawweight | Carla Esparza | Virna Jandiroba | Carla Esparza |
| Date | Weight | Elevation | Red Corner | Blue Corner | Winner |
|---|---|---|---|---|---|
| Jan. 11, 2025 | Women's Strawweight | Mackenzie Dern | Amanda Ribas | Mackenzie Dern | |
| Aug. 3, 2024 | Women's Strawweight | Mackenzie Dern | Loopy Godinez | Mackenzie Dern | |
| Feb. 17, 2024 | Women's Strawweight | Amanda Lemos | Mackenzie Dern | Amanda Lemos | |
| Nov. 11, 2023 | Women's Strawweight | Jessica Andrade | Mackenzie Dern | Jessica Andrade | |
| May 20, 2023 | Women's Strawweight | Mackenzie Dern | Angela Hill | Mackenzie Dern | |
| Oct. 1, 2022 | Women's Strawweight | Mackenzie Dern | Yan Xiaonan | Yan Xiaonan | |
| April 9, 2022 | Women's Strawweight | Mackenzie Dern | Tecia Pennington | Mackenzie Dern | |
| Oct. 9, 2021 | Women's Strawweight | Mackenzie Dern | Marina Rodriguez | Marina Rodriguez | |
| April 10, 2021 | Women's Strawweight | Nina Nunes | Mackenzie Dern | Mackenzie Dern | |
| Dec. 12, 2020 | Women's Strawweight | Mackenzie Dern | Virna Jandiroba | Mackenzie Dern | |
| Sept. 19, 2020 | Women's Strawweight | Mackenzie Dern | Randa Markos | Mackenzie Dern | |
| May 30, 2020 | Women's Strawweight | Mackenzie Dern | Hannah Cifers | Mackenzie Dern | |
| Oct. 12, 2019 | Women's Strawweight | Mackenzie Dern | Amanda Ribas | Amanda Ribas | |
| May 12, 2018 | Women's Strawweight | Mackenzie Dern | Amanda Cooper | Mackenzie Dern | |
| March 3, 2018 | Women's Strawweight | Ashley Yoder | Mackenzie Dern | Mackenzie Dern |