Jared Cannonier/Christian Leroy Duncan

Blueprint MMA's War Room Committee picks Christian Leroy Duncan with a 57% win probability.

Cannonier's chin under fire: Three KO/TKO losses on the record, including one in the last five fights, mean a single clean Duncan connection can redirect the fight. The committee flags this as a live vulnerability. Duncan's control trend: Recent control time is under-pressure per the evidence bundle; if Cannonier forces clinch exchanges, Duncan may lack the grappling answer to reset. Age-gapped cardio in deep water: A twelve-year delta favors Duncan if the fight extends, but at three rounds the window is narrow. Cannonier's recent three-round experience is irrelevant here.

Blueprint MMA validates the fight data, builds a freshness-gated evidence pack, and runs it through a Kimi K2/LangGraph War Room Committee, one specialist agent per high-signal factor, 18 in all across 8 weighted categories, with the noise given zero weight. The weighted reads are reconciled, calibrated against settled outcomes, held to a sane 5-95% range, and logged before release; market data is displayed for comparison, not blended into the prediction. If the committee 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.