Blueprint MMA predictions, upcoming fight cards, and public proof

Blueprint MMA is a multi-agent AI MMA prediction platform. It runs 33 voting specialists plus 5 non-voting oversight agents on every fight and publishes each forecast - winner, method, and confidence - then verifies it on a public track record after the event. The current public engine facts are dated 2026-07-23.

It is a multi-agent system. The engine validates each fight, builds a freshness-gated evidence pack, then runs 33 voting specialists across 7 weighted categories plus 5 non-voting oversight agents. Fixed-weight voting reads produce one probability, method, and round distribution. Confidence and uncertainty checks cannot change the point prediction, and the result is committed to the public archive before the first bell. The oversight layer audits evidence quality, correlation, calibration, disagreement, and uncertainty without changing the committee vote. 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.

Settled predictions are graded publicly with hit rate and Brier score on the track record page. What you see is what actually happened, no cherry-picking, no deleted calls.

Yes. Prospect includes public proof, an illustrative Live Engine demo, and exact cached custom matchups. Sharp is $19.99/month or $199.00/year with every official full-card prediction, 5 fresh monthly runs, and 30 monthly Chat turns. Whale is $49.99/month or $499.00/year with 15 fresh monthly runs, 100 priority Chat turns, the full Betting Desk, and premium market workflow tools.

Blueprint MMA publishes every prediction with a public track record, Brier-score calibration, engine metadata, and a clear methodology policy. Most competitor sites do not expose full track records or verifiable proof.

The engine uses multiple sources, each for a defined evidence type: UFCStats for in-cage metrics, ESPN for physical attributes and settled results, Sherdog for cross-promotion records and fight history, MMA Decisions for judge scorecards, and FightMatrix for historical rankings. Camp news and injuries come from a dedicated intelligence layer. Market prices from BestFightOdds are kept outside the published probability and used only for benchmarking and diagnostics.

They are not retrained per fight. The committee is a fixed roster of 33 voting specialists plus 5 non-voting oversight agents, and each agent runs the same role-specific instructions on every fight. What changes per fight is the evidence: current stats, fresh camp intelligence, and settled results. Confidence is checked against historical calibration without changing the fixed-weight point prediction. When the prompts change, the prompt pack is versioned and each prediction records which version produced it.