Estimated outcome probability. A likely winner can still be overpriced.
← Decision briefsMMA · Oct 17, 2:00 PM PDT YOUR RESEARCH TASK FORECASTKyle Daukaus RELIABILITY4/4 model reports MARKET VALUENot established
Marc-Andre Barriault vs Kyle Daukaus
63.1%Kyle Daukaus
NOT LOCKEDAll four probabilities, converted to the same fighter, average 63.13% for Kyle Daukaus. 4/4 models select this fighter.
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15 reported evidence limits. Agreement alone does not establish accuracy.
A probability difference alone does not account for forecast error, fees, spread, or available liquidity.
Why the models lean this way
These are reasons recorded by the models. They are not independently verified facts or measured causes of a probability change.
- Claude: Daukaus grappling and submission edge vs Barriault 68% TDD, 7% TD accuracy
- Gemini: Daukaus's high submission threat (12 career submission wins, 1.97 Sub/15)
- GPT: Daukaus has a major grappling/submission edge on the supplied UFC performance stats.
- Grok: Daukaus superior grappling volume and defense
Read all four model reports
Claude · Kyle Daukaus · 65.0%
Daukaus brings a clear grappling edge (1.97 TD/15, 79% TD defense, 12 submission wins) plus recent first-round finishes of Pereira and Meerschaert, while Barriault has lost 3 of 4, absorbs 5.94 strikes per minute with 49% defense and has been KO'd three times recently.
anthropic/claude-opus-5 · Oct 17, 9:19 AM PDTGemini · Kyle Daukaus · 68.5%
Kyle Daukaus enters this matchup with a distinct stylistic advantage and superior recent form. Daukaus is a potent submission threat, boasting 12 career submission wins and averaging nearly two submission attempts per 15 minutes. Marc-Andre Barriault, conversely, is on a difficult 1-4 run in his last five outings, including two first-round knockout losses that raise concerns about his durability. While Barriault pushes a high pace on the feet (5.65 significant strikes landed per minute), he absorbs even more (5.94), presenting a negative striking differential. Daukaus maintains a positive striking differential and has the grappling upside to exploit Barriault's 68% takedown defense. The bout was officially added just 15 days prior to the event, introducing short-notice variance, but Daukaus's clear path to victory on the mat and better recent momentum make him the favored side.
google/gemini-3.1-pro-preview · Oct 17, 9:19 AM PDTGPT · Kyle Daukaus · 62.0%
Daukaus has the more favorable statistical profile and the clearer path to exploit a style weakness shown in the supplied evidence. Barriault throws much more volume and is the more established striker, but he also absorbs 5.94 strikes per minute and has lost 4 of his last 5, including multiple recent stoppage losses. Daukaus lands less volume, yet his striking efficiency and damage avoidance are better on the provided UFC stats (53% accuracy, 2.94 absorbed per minute), and his grappling/submission profile is much stronger: 1.97 takedowns and 1.97 submissions per 15 minutes versus Barriault’s 0.34 takedowns and 0.09 submissions. Barriault’s 68% takedown defense is respectable, but not enough by itself to erase Daukaus’s much more proven submission threat. Recent form also leans Daukaus despite the Bo Nickal loss; before that he had three straight wins, all finishes, including a fast sub.
openai/gpt-5.4 · Oct 17, 9:19 AM PDTGrok · Kyle Daukaus · 57.0%
Daukaus holds a superior 17-5 record versus Barriault's 17-11, with markedly stronger grappling metrics (1.97 takedowns and submissions per 15 minutes, 79% takedown defense) that align with his recent submission and KO finishes. Barriault shows higher striking volume but poorer recent results (four losses in five fights) and minimal grappling output. Both made weight at 185/186 lbs with the bout added 15 days prior; no other verified disruptions exist.
xai/grok-4.3 · Oct 17, 9:19 AM PDTWhat remains uncertain
- No licensed pre-event odds or market signal supplied
- Bout added about 15 days out; camp length and notice quality unverified for both
- Reach and stance data missing; Daukaus coming off a recent first-round KO loss with unclear recovery status
- Missing licensed pre-event odds to evaluate broader market consensus.
- The short-notice nature of the bout obscures both fighters' preparation levels and potential cardio endurance.
- Reach and stance data are missing for both fighters, limiting a complete striking range analysis.
- No reach or stance data were supplied for either fighter.
- The short-notice bout addition is verified, but the evidence does not say whether one fighter accepted later than the other, so its impact cannot be assigned asymmetrically.
What to watch next
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- First recorded forecast
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Record hash
e11f0e365df18d70f1c4fcdfd96c92fb5d9ff35ba97385d6b589d6cfcc2387b8
Reasons are shown as they were recorded. The ledger does not establish that a specific fact caused a probability change.
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