Marcus McGhee vs John Yannis, UFC Fight Night: Muhammad vs. Bonfim prediction and deep analysis
Marcus McGhee/John Yannis
BantamweightWinner 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 Marcus McGhee (47% win probability).
- Marcus McGhee path. "Volume-pressure KO": Force exchanges in phone-booth range
- John Yannis path. "Counter-striking KO": Maintain open-stance distance with jab
- Risk: Missed weight impact
- Risk: Layoff rust on exchanges
Frequently Asked Questions
Who won Marcus McGhee vs John Yannis?
Marcus McGhee won. Blueprint MMA's pre-fight pick was Marcus McGhee.
Who wins Marcus McGhee vs John Yannis?
Blueprint MMA's War Room Committee picks Marcus McGhee with a 47% win probability.
What could change the outcome of Marcus McGhee vs John Yannis?
Missed weight impact: A compromised cut saps the power edge that both fighters rely on, flattening the KO threat into a war of attrition neither is built for. Layoff rust on exchanges: Extended absence from competition slows reaction timing in firefight ranges where hundredths of a second decide who lands first. Chin durability swing: Both fighters carry finish losses in their records; one clean power exchange can override the stylistic read entirely.
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.