Gaston Bolaños vs Michael Aswell, UFC Fight Night: Kape vs. Horiguchi prediction and deep analysis
Gaston Bolaños/Michael Aswell
FeatherweightWinner Committee
Thirty-three specialists answer distinct winner-only questions. Eligible evidence is renormalized only inside its original lane.
Fight-State Projection
These are distributions of eligible committee signal mass—not invented percentages of fight time.
Conditional Method Model
Each row is conditional on that fighter already winning; every fighter row sums to 100%.
Conditional Round Model
Round-event mass is derived from survival-conditioned hazards. The final scheduled round is absorbing.
Probability Reconciliation
The exact-outcome grid preserves both winner marginals and sums to 100%. Decision branches have no round.
Output Selection
The winner and every outcome label come from one immutable reconciled distribution. Oversight may widen uncertainty, never move the point forecast.
Key Takeaways
- The War Room Committee picks Michael Aswell (59% win probability).
- Michael Aswell path. "Volume and late pressure": Establish jab rhythm from range
- Gaston Bolaños path. "Early power exchanges": Close distance behind combinations
- Risk: Chin resilience under fire
- Risk: Ring rust from extended absence
Frequently Asked Questions
Who won Gaston Bolaños vs Michael Aswell?
Gaston Bolaños won. Blueprint MMA's pre-fight pick was Michael Aswell.
Who wins Gaston Bolaños vs Michael Aswell?
Blueprint MMA's War Room Committee picks Michael Aswell with a 59% win probability.
What could change the outcome of Gaston Bolaños vs Michael Aswell?
Chin resilience under fire: Bolanos has been stopped by submission three times and knocked out once; Aswell has never been finished. If Bolanos cannot find the early exit, his defensive liabilities compound. Ring rust from extended absence: Bolanos has not fought in over a year. Timing and reaction speed may lag against an active opponent, particularly in counter exchanges. Missing weight impact: A botched cut degrades cardio and chin resilience precisely where Bolanos cannot afford further erosion.
How does Blueprint MMA make this prediction?
Blueprint MMA validates and freezes the fight data, then runs 68 Kimi K2.6 agent executions: 33 Winner, 10 Method, 20 Timing, and 5 non-voting Oversight. Kimi K2.6 is the only inference model; LangGraph only orchestrates stage order and state. Winner agents fix the point probability first, Method and Timing agents fill conditional branches without reopening it, and Oversight audits without voting. The public probability is held to a sane 5-95% range and logged before release. Published winner probabilities are AI-only. Market prices may be shown for benchmarking, CLV, and workflow context, but they do not select, rank, or alter the published forecast. If the direct pipeline cannot return a valid read, the forecast is held. Methodology is documented at https://blueprintmma.com/manifesto and accuracy is tracked publicly at https://blueprintmma.com/track-record.