Modestas Bukauskas vs Christian Edwards, UFC Fight Night: Allen vs. Costa prediction and deep analysis
Modestas Bukauskas/Christian Edwards
Catch WeightWinner 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 Modestas Bukauskas (71% win probability).
- Modestas Bukauskas path. "Reach-controlled power striking": Establish jab behind +3.15 inch reach
- Christian Edwards path. "Youth-speed counter finishing": Close distance to compress reach gap
- Risk: Chin gives under first exchange
- Risk: Edwards defensive data void
Frequently Asked Questions
Who won Modestas Bukauskas vs Christian Edwards?
Modestas Bukauskas won. Blueprint MMA's pre-fight pick was Modestas Bukauskas.
Who wins Modestas Bukauskas vs Christian Edwards?
Blueprint MMA's War Room Committee picks Modestas Bukauskas with a 71% win probability.
What could change the outcome of Modestas Bukauskas vs Christian Edwards?
Chin gives under first exchange: Bukauskas's five KO losses and fresh January stoppage create a narrow recovery window; one clean Edwards left hand could end the fight before range control matters. Edwards defensive data void: Seven of eight fights lack verified defensive metrics—if his chin or grappling are worse than projected, Bukauskas's power finds earlier targets. Cardio collapse in R3: Neither fighter has proven three-round control-time dominance; a wild R1-R2 could leave both vulnerable to a late finish or stolen round.
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.