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.
Recent Prediction
This prediction includes detailed insights.
Predicted Winner: Ismael Bonfim
Weight Class: Lightweight
Final Confidence: 13.2
Value: +10.0%
Reason: Base confidence between 10 and 13, increased by 10%
Weight Change: Staying at usual weight
Weight Change: Staying at usual weight
Score: 12
Odds:
Chris Padilla: +164
Ismael Bonfim: -215
Chris Padilla enters this fight riding a perfect 3-0 UFC record, but his recent split decision over Jai Herbert exposed significant limitations against rangier competition. Padilla stands 5'9" with a 74-inch reach—already undersized for lightweight—and he'll face similar dimensional challenges against Bonfim's 71-inch reach and superior athleticism.
Padilla's signature techniques revolve around grinding clinch work and opportunistic counter-striking. Against Rongzhu, he demonstrated exceptional timing with his standing elbow, recognizing that his opponent was loading up on half-committed double jabs and countering with a perfectly placed elbow to the eye socket that caused fight-ending swelling. This wasn't power—it was precision and pattern recognition. Against Herbert, Padilla mixed stance switches with lateral movement to keep the taller fighter guessing, then secured body locks against the fence to neutralize Herbert's reach advantage. His hip toss attempts, while unsuccessful, forced Herbert into defensive mode throughout.
But here's the problem: Padilla's takedown accuracy sits at just 30% despite attempting 5.2 per fight. Against Herbert, he couldn't complete a single meaningful takedown despite persistent attempts. His striking output has also declined recently—landing just 4.54 strikes per minute in his last few fights compared to his 6.08 career average. The Herbert fight exposed a fighter who struggles to impose his will when opponents maintain distance and refuse to engage recklessly.
Padilla's recent striking defense percentage of 36.67% is alarming. He absorbed significant damage in Round 3 against Herbert, getting wobbled by punch combinations and cut open above the eye. His body work remains solid—the right hand to the body against Llontop set up his overhand attacks beautifully—but he needs opponents to stand in front of him to land it.
1. Defensive Gaps Against Volume Strikers (Herbert Fight, Round 3): When Herbert pulled away in the final frame, he hurt Padilla badly with punch combinations, wobbling him and opening a deep gash on his left eyebrow. Padilla's recent striking defense percentage of 36.67% shows he's absorbing far too much damage. Against a volume striker like Bonfim who lands 5.77 significant strikes per minute, Padilla will be forced to eat shots while trying to close distance. His strike defense-to-offense ratio of 0.55 in recent fights means he's taking nearly two shots for every one he lands.
2. Inability to Complete Takedowns Against Prepared Opponents (Herbert Fight, All Rounds): Despite attempting takedowns throughout the Herbert fight, Padilla couldn't complete a single one. Herbert stayed upright after every hip toss attempt, bouncing back to his feet instantly. Padilla's 30% takedown accuracy becomes a massive liability when his primary path to victory—grinding clinch work—gets neutralized. Bonfim's 37.5% takedown defense isn't elite, but he's fought grapplers before and knows how to stay upright.
3. Struggles Against Reach and Movement (Herbert Fight, Round 1): Padilla appeared "stymied by Herbert's enormous reach and height advantages" in the opening round. The tentative first five minutes showed a fighter who couldn't figure out how to close distance safely. Bonfim won't have Herbert's reach, but his superior footwork and ability to work behind a sharp jab will create similar problems. When Padilla can't establish his clinch, he becomes a plodding pressure fighter eating counters.
Ismael Bonfim brings legitimate finishing power and a diverse striking arsenal that should overwhelm Padilla's limited defensive toolkit. Bonfim lands 5.77 significant strikes per minute with 55.89% accuracy, and he's dropped opponents 0.47 times per fight—a knockdown rate Padilla has never achieved (0.00 career knockdowns per fight).
Bonfim's signature technique is his sharp boxing built around a crisp jab that sets up multi-level combinations. Against Vinc Pichel, he landed 244 significant strikes while managing pace brilliantly, using his jab to maintain distance before exploding with combinations. Against Terrance McKinney, Bonfim demonstrated exceptional fight IQ, baiting McKinney into throwing reckless flying knees before countering with his own flying knee in Round 2 that led to the TKO. That sequence showed Bonfim's ability to exploit overly aggressive opponents—exactly what Padilla becomes when his clinch work gets stuffed.
Bonfim's body work is underrated. He landed 1.12 body strikes per minute, using body shots to slow opponents before attacking the head. Against McKinney, his strategic pressure along the fence and precise body shots wore down his opponent before the finish. This level-changing attack will be crucial against Padilla, who drops his hands when defending body shots.
But Bonfim has shown technical evolution since his early UFC struggles. After losing to Benoit Saint Denis via rear-naked choke in Round 1, Bonfim tightened his grappling defense. His recent takedown defense ratio of 31.76% isn't elite, but he's improved at defending takedowns and scrambling back to his feet. Against Pichel, he defended eight of nine takedown attempts while maintaining offensive output.
1. Catastrophic Overreaction to Body Attack Feints (Sadykhov Fight, Round 1): Bonfim's most glaring vulnerability was exposed against Nazim Sadykhov when he dove forward with both hands dropping low to defend a body kick that hadn't fully materialized. This overcommitment left his head completely exposed, and Sadykhov's question mark kick landed flush on Bonfim's eye, causing immediate swelling that forced a doctor's stoppage. The critical flaw: Bonfim anticipated the body attack based on limited information rather than reacting to an established pattern. Sadykhov hadn't even built up a consistent body kick attack—Bonfim simply panicked at the feint and abandoned all head defense. This represents a fundamental gap in his defensive hierarchy that Padilla could exploit if he establishes his body work early.
2. Defensive Deterioration Against Southpaw Body Kicks (Saint Denis Fight, Round 1): Against Benoit Saint Denis, Bonfim struggled badly with left body kicks from the southpaw stance. These kicks disrupted his rhythm and forced him to retreat rather than press forward with his usual offensive output. Saint Denis capitalized by securing a takedown, advancing to Bonfim's back, and finishing with a rear-naked choke. The sequence showed Bonfim's inability to adjust defensively when opponents target his body consistently. His recent striking defense percentage of 49.84% and significant striking defense of 58.38% reveal a fighter who's absorbing too much damage. Padilla is orthodox, not southpaw, but his body work against Llontop showed he understands how to attack the midsection to create openings.
3. Grappling Vulnerability When Compromised (Saint Denis Fight, Round 1): Once Saint Denis hurt Bonfim with body kicks and disrupted his rhythm, Bonfim couldn't defend the takedown or prevent back control. His 37.5% takedown defense ratio overall and 31.76% recent takedown defense show persistent struggles against determined grapplers. While Bonfim has improved his scrambling ability, he remains vulnerable when opponents can close distance and impose grappling exchanges. Padilla's 75% takedown accuracy from his pre-UFC career suggests he can complete takedowns when opponents are hurt or off-balance.
This matchup hinges on whether Padilla can survive the early striking exchanges and impose his grinding clinch game. Bonfim's sharp jab and multi-level combinations should find a home against Padilla's 36.67% recent striking defense. When Padilla tries to close distance, Bonfim can exploit the same vulnerability Sadykhov found—Padilla's tendency to overcommit defensively when body attacks come.
But here's where it gets interesting: Bonfim's catastrophic overreaction to body attack feints creates an opening for Padilla's counter-striking. If Padilla can establish his right hand to the body early (like he did against Llontop), he might draw out Bonfim's exaggerated defensive dive. That would leave Bonfim's head exposed for Padilla's overhand right or standing elbows—the same techniques that finished Rongzhu.
The problem for Padilla: he needs to land body shots first, and Bonfim's footwork and jab will make closing distance extremely difficult. Padilla's recent average striking output differential of 3.85 compared to Bonfim's 0.77 suggests Padilla is landing more than he's absorbing in recent fights, but that's against lower-level competition. Bonfim's significant striking impact differential of 16.92 in recent fights dwarfs Padilla's 3.79, indicating Bonfim lands harder, more damaging shots.
Padilla's best path to victory involves weathering early striking, establishing body work to draw out Bonfim's defensive overreaction, then capitalizing with head strikes or securing clinch control when Bonfim dives forward. But that's a narrow path requiring Padilla to absorb significant damage while executing a complex game plan against a faster, more technical striker.
Bonfim's path is straightforward: maintain distance with his jab, mix in body kicks to keep Padilla guessing, and explode with combinations when Padilla tries to close. If Padilla shoots for takedowns, Bonfim's improved scrambling ability should allow him to return to his feet and continue striking. Bonfim's 0.47 knockdowns per fight compared to Padilla's 0.00 suggests a significant finishing threat advantage.
Early Rounds (1-2): Bonfim establishes his jab immediately, using his footwork to circle away from Padilla's pressure. Padilla tries to close distance but eats jabs and leg kicks. When Padilla finally gets inside, Bonfim's improved takedown defense keeps the fight standing. Padilla lands some body shots in the clinch, but Bonfim breaks away and returns to range striking. Bonfim's superior output and accuracy give him clear rounds.
Mid-Fight Adjustments: If Padilla survives the early rounds without significant damage, he might start timing Bonfim's entries and landing counter elbows. But Bonfim's fight IQ—demonstrated against McKinney when he baited reckless attacks—suggests he'll recognize Padilla's patterns and adjust. Bonfim could start mixing in takedown attempts of his own to keep Padilla defensive, or increase body kick volume to slow Padilla's forward movement.
Championship Rounds (If Applicable): This is a three-round fight, but if it goes deep into Round 3, cardio becomes a factor. Padilla's recent performances show he can maintain pace for 15 minutes, but he typically fades when unable to impose his clinch game. Bonfim's 244 significant strikes against Pichel over three rounds demonstrated excellent cardio management. If Bonfim maintains his striking output into Round 3, Padilla's defensive vulnerabilities will compound, likely leading to a finish or dominant decision round.
Dimensional Disadvantage Compounded: Padilla struggled badly with Herbert's reach (77 inches) despite his own 74-inch reach. While Bonfim's 71-inch reach is shorter, his superior footwork and movement create similar distance management problems for Padilla.
Takedown Accuracy Mismatch: Padilla's 30% recent takedown accuracy against Bonfim's 37.5% takedown defense suggests Padilla will struggle to complete takedowns. Without his clinch game, Padilla becomes a plodding pressure fighter.
Striking Defense Collapse: Padilla's 36.67% recent striking defense percentage against Bonfim's 5.77 significant strikes per minute is a recipe for disaster. Padilla will absorb significant damage trying to close distance.
Finishing Threat Differential: Bonfim's 0.47 knockdowns per fight and history of TKO/KO finishes (McKinney, others) contrasts sharply with Padilla's 0.00 knockdowns per fight. Bonfim carries legitimate finishing power.
Body Work Wild Card: Both fighters have shown vulnerabilities to body attacks. Bonfim's overreaction to body feints (Sadykhov fight) could create openings for Padilla's counter-striking, but only if Padilla can establish his body work first.
Recent Form Divergence: Padilla is 3-0 in the UFC but looked vulnerable in his last fight. Bonfim is 1-2 in his last three but lost to elite competition (Saint Denis, Sadykhov) while dominating Pichel.
The model's confidence in Bonfim stems from several key statistical advantages:
Odds decreased the prediction score by 10.0, reflecting Bonfim's status as a -215 favorite. The betting market recognizes Bonfim's superior skills.
Recent Win Percentage increased the score by 2.0. Despite his recent losses, Bonfim's overall 80% win rate compared to Padilla's 72.73% shows higher-level success.
Reach increased the score by 2.0. While Bonfim's 71-inch reach is shorter than Padilla's 74 inches, the model likely factors in Bonfim's superior use of his reach through footwork and jab.
TrueSkill increased the score by 1.0. Bonfim's TrueSkill rating (Mu: 32.31, Sigma: 6.38) significantly exceeds Padilla's (Mu: 25.0, Sigma: 8.33), indicating the model views Bonfim as the more skilled fighter despite recent setbacks.
Striking Impact Differential increased the score by 1.0. Bonfim's career striking impact differential of 14.5 and recent 8.84 outpaces Padilla's 16.0 career (inflated by limited competition) and 9.35 recent.
The model recognizes that Bonfim's technical striking, finishing power, and overall skill level should overcome Padilla's grinding style. The 12-point confidence score reflects a clear but not overwhelming advantage—Bonfim is the better fighter, but stylistic factors and Padilla's durability keep this from being a blowout prediction.
WolfTicketsAI's history with these fighters reveals important context:
Ismael Bonfim (1-2 prediction record): - Correctly predicted Bonfim over Pichel (0.75 confidence) ✓ - Incorrectly predicted Bonfim over Saint Denis (0.83 confidence) ✗ - Incorrectly predicted Bonfim over Sadykhov (0.66 confidence) ✗
The model has struggled with Bonfim, going 1-2 in predictions. Both losses came against fighters who exploited Bonfim's defensive vulnerabilities—Saint Denis with grappling after body kicks, Sadykhov with the question mark kick. This suggests the model may underestimate Bonfim's defensive gaps.
Chris Padilla (0-1 prediction record): - Incorrectly predicted Herbert over Padilla (0.57 confidence) ✗
The model favored Herbert in a close fight, but Padilla's grinding clinch work and durability earned him the split decision. This shows the model may undervalue Padilla's ability to win ugly fights through sheer determination.
Risk Assessment: The model's 1-3 combined record with these fighters suggests caution. However, the 12-point confidence score is lower than the model's failed Bonfim predictions (0.83 vs Saint Denis, 0.75 vs Pichel), indicating appropriate uncertainty. Padilla's upset over Herbert proves he can win fights he's not supposed to, but Bonfim represents a significant step up in competition.
Ismael Bonfim finishes Chris Padilla inside the distance. Padilla's limited striking defense, inability to complete takedowns against prepared opponents, and struggles with rangier competition create a perfect storm for Bonfim's diverse striking arsenal. While Padilla's durability and grinding style kept him competitive against Herbert, Bonfim's superior power, accuracy, and finishing instincts will overwhelm Padilla's defensive gaps. Expect Bonfim to establish his jab early, mix in body kicks and combinations, and either drop Padilla with a clean combination or force a TKO stoppage when accumulated damage becomes too much. Padilla's only path involves surviving early onslaught, establishing body work, and grinding out clinch control—a narrow path requiring everything to go right. Bonfim by TKO, Round 2.
| Stat | Chris Padilla | Ismael Bonfim | Weight Class Average | |
|---|---|---|---|---|
| Main Stats | ||||
| Age | 30 | 29 | 32 | |
| Height | 69" | 68" | 70" | |
| Reach | 74" | 71" | 72" | |
| Win Percentage | 72.73% | 80.00% | 79.07% | |
| Wins | 17 | 20 | ||
| Losses | 6 | 6 | ||
| Wins at Weight Class | 3 | 2 | ||
| Losses at Weight Class | 0 | 2 | ||
| Striking Stats | ||||
| Striking Accuracy | 61.19% | 56.34% | 49.28% | |
| Significant Striking Accuracy | 51.97% | 55.89% | 44.10% | |
| Strikes Landed Per Minute | 6.080 | 5.953 | 5.555 | |
| Significant Strikes Landed Per Minute | 4.134 | 5.766 | 4.215 | |
| Knockdowns per Fight | 0.000 | 0.468 | 0.627 | |
| Striking Impact Differential | 16.00% | 14.50% | 4.53% | |
| Significant Striking Impact Differential | 4.33% | 21.00% | 3.55% | |
| Striking Output Differential | 5.00% | 7.50% | 6.22% | |
| Significant Striking Output Differential | -7.00% | 15.25% | 5.01% | |
| Striking Defense to Offense Ratio | 82.29% | 92.15% | 84.07% | |
| Significant Striking Defense to Offense Ratio | 121.01% | 91.35% | 103.40% | |
| Striking Defense Percentage | 57.60% | 62.59% | 49.55% | |
| Takedown and Submission Stats | ||||
| Submissions per Fight | 0.521 | 0.000 | 0.465 | |
| Takedowns per Fight | 1.563 | 0.935 | 1.498 | |
| Takedowns Attempted per Fight | 5.211 | 2.805 | 3.952 | |
| Takedown Defense | 100.00% | 37.50% | 79.08% | |
| Takedown Accuracy | 30.00% | 33.33% | 31.82% | |
| Head Stats | ||||
| Head Strikes Landed per Minute | 2.154 | 3.709 | 2.582 | |
| Head Strikes Attempted per Minute | 4.482 | 7.917 | 6.675 | |
| Head Strikes Absorbed per Minute | 1.807 | 1.496 | 2.335 | |
| Body Stats | ||||
| Body Strikes Landed per Minute | 0.521 | 1.122 | 0.947 | |
| Body Strikes Attempted per Minute | 0.834 | 1.371 | 1.332 | |
| Body Strikes Absorbed per Minute | 0.834 | 0.935 | 0.855 | |
| Leg Stats | ||||
| Leg Strikes Landed per Minute | 1.459 | 0.935 | 0.686 | |
| Leg kicks Attempted per Minute | 2.640 | 1.029 | 0.817 | |
| Leg kicks Absorbed per Minute | 1.042 | 0.717 | 0.627 | |
| Clinch Stats | ||||
| Clinch Strikes Landed per Minute | 0.417 | 0.592 | 0.410 | |
| Clinch Strikes Attempted per Minute | 0.452 | 0.686 | 0.567 | |
| Clinch Strikes Absorbed per Minute | 0.243 | 0.094 | 0.365 | |
| Date | Weight | Elevation | Red Corner | Blue Corner | Winner |
|---|---|---|---|---|---|
| March 22, 2025 | Lightweight | Jai Herbert | Chris Padilla | Chris Padilla | |
| Sept. 7, 2024 | Lightweight | Rongzhu | Chris Padilla | Chris Padilla | |
| April 27, 2024 | Lightweight | James Llontop | Chris Padilla | Chris Padilla |
| Date | Weight | Elevation | Red Corner | Blue Corner | Winner |
|---|---|---|---|---|---|
| Feb. 15, 2025 | Lightweight | Ismael Bonfim | Nazim Sadykhov | Nazim Sadykhov | |
| May 4, 2024 | Lightweight | Ismael Bonfim | Vinc Pichel | Ismael Bonfim | |
| July 1, 2023 | Lightweight | Ismael Bonfim | Benoit Saint Denis | Benoit Saint Denis | |
| Jan. 21, 2023 | Lightweight | Ismael Bonfim | Terrance McKinney | Ismael Bonfim |