Four advocates. Two adjudicators. Every forecast on the record.

AI fight forecasts you can actually check.

Blueprint MMA’s forecast engine runs a structured AI debate on every UFC fight. Four AI advocates, two for each fighter, argue using verified stats and fight history. Two independent adjudicators weigh all four cases and give you a winner, a win probability, and how the fight likely ends.

Every forecast is published before the fight and graded after it. No cherry-picking.

Free picks for UFC Fight Night: Buckley vs. Malott. 10 picks are published now. Winner and win probability are free.

The winner and win probability are free on every fight. Sharp unlocks the full debate: both cases, the method, the round, and the evidence behind the call.

Published before the fightSportsbook prices excludedEvery win and miss graded publicly
Official forecasts and Custom Matchup Reports are labeled and never mixedEvery forecast graded in publicHow it works
Graded picksN/ALifetime accuracyN/A%Brier scoreN/AMisses includedYesAs ofCurrent ledger
How it worksThree steps, every fight

TWO SIDES ARGUE.
ONE FORECAST GETS GRADED.

You do not need a technical background. The winner and win probability are free on every fight. Upgrade when you want the full debate behind the call.

  1. 01

    Four advocates argue

    For every UFC fight, four AI advocates, two for each fighter from different model providers, each build the strongest case for their fighter from the same verified stats and fight history.

  2. 02

    Two adjudicators decide

    Two independent adjudicators each weigh all four cases, the counterevidence, and what is still uncertain. Their averaged view returns a winner, a win probability, and the likely method and round.

  3. 03

    Published, then graded

    Each forecast is timestamped before the fight. After the result, it is graded in public. Wins and misses both stay on the record.

Public track recordResults, not claims

We publish
the misses.

Every headline number comes from the same saved official forecasts. Cancelled fights and pushes are excluded. Eligible picks are never quietly removed.

What stays visible

  • Every official forecast archived
  • Win probability published before the fight
  • Accuracy and probability quality tracked
  • Misses stay visible

Current engine · Longest hit streak

N/Aconsecutive correct calls

Current engine · Biggest miss

Awaiting settled resultsThe original result stays public

Fills in after the current engine’s first graded forecast

Check the full track record
PricingStart free, upgrade when it helps

The pick is free.
The full debate is Sharp.

Every forecast’s winner and win probability are free. Sharp shows you the whole debate: both advocates’ cases, the adjudicator’s reasoning, the likely method and round, and the cited evidence. You also get monthly Custom Matchup Reports. Whale adds the Betting Desk and advanced market tools.

Access level

Free

Every forecast’s winner, free
$0
  • Every forecast’s winner + win probability
  • Track record + archives
  • Schedule & fighter data
  • One starter custom report after you verify your email
  • Optional Custom Matchup Reports
  • Opt-in next-card email · 3 article reads
See free forecasts

Access level

Whale

Sharp + Betting Desk
$499.00/yr

$41.58/mo effective · save $209/year (30%) · $59.00/mo option

  • Everything in Sharp
  • 15 custom reports / month
  • 90-day rollover · 30-report cap
  • Opt-in next-card email · 3 article reads
  • Full Betting Desk + premium market tools
Explore Whale
Compare every feature
How the forecast engine works

FOUR CASES ARGUED. ONE FORECAST PUBLISHED._

Four AI advocates work in parallel from the same research, two for each fighter from different model providers. Each makes the strongest supported case for its fighter. Two independent adjudicators weigh all four arguments, the conflicting evidence, and how each fighter could control the fight. Missing tactical detail stays uncertain, and verified career history can still inform a cautious forecast.

VERIFIED EVIDENCE · STATED LIMITS · PUBLISHED BEFORE THE FIGHT
Stage 01
01

Confirm the Card

Blueprint confirms the fighters, the card order, the scheduled rounds, and the publication deadline before any debate starts.

Result · one confirmed event lineup

Stage 02
1/FIGHT

Gather Verified Evidence

Each fight gets its own packet of verified stats, fight history, and current reporting. Sportsbook prices are kept out of the forecast.

Result · current sources for each fight

Stage 03
4+2

Argue Both Sides

Four AI advocates, two for each fighter, argue from the same packet. Two independent adjudicators weigh the evidence and counterevidence in all four cases and keep missing tactical information explicit.

Result · four cases and two adjudications

Stage 04
01

Check and Publish

Blueprint checks the winner, the win probability, and the method and round chances, then publishes each ready fight before the deadline.

Result · a dated release for each ready fight

One source-backed packet per fight supports four advocates and two adjudicators. Each ready fight publishes after validation.
ONE

published forecast ties together the free winner and win probability, the full breakdown, and the dated proof. Ready fights can publish while other matchups wait for the required checks.

See how the evidence becomes a forecast

Four AI advocates work in parallel, two for each fighter from different model providers. Each builds the strongest case for one fighter from the same verified evidence and a server computed factor digest. Two adjudicators weigh all four cases, the counterevidence, and what is still uncertain, then pick the fighter more likely to win. Blueprint checks the structured forecast before it publishes. Sportsbook prices never reach the debate, and no one changes the winner by hand.

  • Style
  • Physical traits
  • Film
  • Statistics
  • Career history
  • Fight context
  • Preparation

These are evidence areas, not fixed weights. Missing tactical detail stays unknown, and verified career history can still inform the forecast.

FAQ8 direct answers

Questions,
answered plainly.

What the forecast engine does, how the record is graded, and what you get when you upgrade.

The Oracle by Blueprint MMA is an AI forecast engine for UFC fights. For every fight on a scheduled card, it runs an AI debate and publishes a forecast before the event: a winner, a win probability, and how the fight likely ends. The winner and win probability are free. Sharp unlocks the full debate on every fight plus monthly Custom Matchup Reports, which forecast any two supported fighters. The current public methodology is dated 2026-10-16.

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