Estimated outcome probability. A likely winner can still be overpriced.
← Decision briefsMMA · Oct 17, 2:00 PM PDT YOUR RESEARCH TASK FORECASTJoaquin Buckley RELIABILITY4/4 model reports MARKET VALUENot established
Joaquin Buckley vs Mike Malott
50.6%Joaquin Buckley
NOT LOCKEDAll four probabilities, converted to the same fighter, average 50.63% for Joaquin Buckley. 2/4 models select this fighter. Low confidence; the house still publishes a winner forecast.
Check the evidence
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- Read the model reasons and reported limits.
- Inspect available source context; record missing sources.
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17 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: Malott 4-0 recent run incl. TKO of Burns; Buckley 0-2 last two
- Gemini: Bout added approximately 15 days before the event, introducing significant short-notice variance.
- GPT: Buckley’s recent competition appears slightly stronger overall: Sean Brady, Kamaru Usman, Colby Covington, and Stephen Thompson.
- Grok: Malott striking accuracy 48% and submission threat 0.65 per 15 min
Read all four model reports
Claude · Mike Malott · 56.0%
Malott brings a four-fight win streak capped by a TKO of Gilbert Burns, a five-inch height edge, and better striking accuracy (48% vs 36%). Buckley has dropped two straight, albeit to elite names, and is the shorter, lower-output man. Edge is modest.
anthropic/claude-opus-5 · Oct 17, 9:19 AM PDTGemini · Joaquin Buckley · 54.5%
Joaquin Buckley faces Mike Malott in a matchup heavily influenced by its short-notice nature, having been added to the card roughly 15 days prior to the event. Both fighters successfully weighed in at 170.5 lbs, confirming their physical readiness despite the abbreviated camp. Buckley brings elite-level experience, having recently shared the octagon with former champions and top contenders like Kamaru Usman, Colby Covington, and Sean Brady. While Malott possesses a significant five-inch height advantage and a well-rounded finishing threat, his past cardio issues—most notably in his late TKO loss to Neil Magny—could be exacerbated by the short preparation time. Buckley's explosive power, solid takedown defense (70%), and superior strength of schedule give him a slight edge in a highly volatile contest.
google/gemini-3.1-pro-preview · Oct 17, 9:19 AM PDTGPT · Joaquin Buckley · 57.0%
Buckley gets the pick by a narrow margin. The supplied evidence shows both men in strong recent form, but Buckley’s schedule and results appear slightly more proven against higher-end welterweight opposition over a larger sample. His recent wins over Colby Covington and Stephen Thompson, plus competitive decision losses to Sean Brady and Kamaru Usman, suggest he has been operating consistently against established top-tier names. Malott’s recent streak is impressive, especially the Gilbert Burns win, but his UFC statistical profile also shows weaker takedown defense (57%) and no verified reach edge despite being taller. On the feet, Malott is the cleaner, more efficient striker by the listed metrics, yet Buckley has solid strike defense, strong knockout history, and appears more battle-tested in long, difficult fights, including a five-round loss to Usman. That overall proven level nudges
openai/gpt-5.4 · Oct 17, 9:18 AM PDTGrok · Mike Malott · 53.0%
Malott holds measurable edges in striking accuracy (48% vs 36%), submission rate, and recent win quality including a TKO over Gilbert Burns. Buckley shows higher historical knockout volume but enters with consecutive decision losses to Brady and Usman. Both made 170.5 lbs at official weigh-ins with the bout added 15 days prior; no other verified disruptions. Sparse comparative data and absence of reach or camp details keep the edge narrow.
xai/grok-4.3 · Oct 17, 9:18 AM PDTWhat remains uncertain
- No odds, reach, or stance data supplied
- Bout added only ~15 days out; camp length and prep quality unverified for both
- No verified injury, layoff, or travel context beyond weigh-ins at 170.5
- The short-notice nature of the bout makes cardio, conditioning, and game-planning highly unpredictable.
- Missing reach and stance data for both fighters, which is crucial for analyzing the striking dynamic given the height disparity.
- Lack of licensed pre-event odds to provide market context and sentiment.
- The rationale is limited to the supplied profiles and verified late context only; no odds, tape study, camp reports, or broader form data were provided.
- Reach and stance are missing for both fighters, which limits style and range analysis.
What to watch next
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Open the event and source context →What changed before the lock
- First recorded forecast
First prospective probability state captured for this source and competition.
Record hash
eb6895fee33efee3224dc9c16a50e3a95eb59f228fe634bff45763a30d8541cf
Reasons are shown as they were recorded. The ledger does not establish that a specific fact caused a probability change.
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