Ciryl Gane vs Alex Pereira, UFC Freedom 250: Topuria vs. Gaethje prediction and deep analysis
Ciryl Gane/Alex Pereira
HeavyweightWinner 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 Ciryl Gane (51% win probability).
- Ciryl Gane path. "Range-volume decision": Establish jab at maximum reach to force Pereira to close
- Alex Pereira path. "Early power termination": Close distance behind feints to load left hook
- Risk: Weight class debut mass
- Risk: Late-round cardio compression
Frequently Asked Questions
Who won Ciryl Gane vs Alex Pereira?
Ciryl Gane won. Blueprint MMA's pre-fight pick was Ciryl Gane.
Who wins Ciryl Gane vs Alex Pereira?
Blueprint MMA's War Room Committee picks Ciryl Gane with a 51% win probability.
What could change the outcome of Ciryl Gane vs Alex Pereira?
Weight class debut mass: Pereira's move up from Light Heavyweight introduces unproven heavyweight recoil absorption; if the mass differential surprises him, his finishing pathway constricts. Late-round cardio compression: Both fighters carry age-related late-round questions; if either's output drops materially, the other's path becomes decisive. Grappling expenditure surprise: Gane's secondary wrestling threat, if successfully deployed, could drain Pereira's legs and nullify his power base.
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.