Bruno Silva vs Édgar Cháirez, UFC Fight Night: Muhammad vs. Bonfim prediction and deep analysis
Bruno Silva/Édgar Cháirez
Winner 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 Édgar Cháirez (95% win probability).
- Édgar Cháirez path. "Range management to submission": Establish jab at extended range
- Bruno Silva path. "Early blitz KO": Close distance inside the first exchange
- Risk: Silva's chin gives out
- Risk: Chairez cardio miscalculation
Frequently Asked Questions
Who won Bruno Silva vs Édgar Cháirez?
Édgar Cháirez won. Blueprint MMA's pre-fight pick was Édgar Cháirez.
Who wins Bruno Silva vs Édgar Cháirez?
Blueprint MMA's War Room Committee picks Édgar Cháirez with a 95% win probability.
What could change the outcome of Bruno Silva vs Édgar Cháirez?
Silva's chin gives out: One KO loss on record and age 36 with extended inactivity raise the risk that early exchanges end badly for him. Chairez cardio miscalculation: If he overcommits to submission entries and empties his tank, Silva's power remains live into later rounds. Judges ignore reach advantage: In a scramble-heavy fight, effective aggression could be scored for the forward-moving fighter despite range deficits.
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.