Winner agents
P(winner)
Independent Kimi K2.6 specialists answer one evidence question each across seven weighted categories. They alone carry winner-vote weight.
For entertainment only — MMA analysis only, not financial advice.
// PREPARING SECURE CONSOLE
BUILD AN INDEPENDENT FIGHT READ WITH KIMI K2.6 ONLY.
Compare any two fighters, eras, weights, venues, and rule sets through 68 specialist roles: 33 Winner + 10 Method + 20 Timing + 5 Oversight. Every result is an exploratory simulation, never an official pick.
VS
Checking authentication and Live Engine access.
// HOW THE LIVE ENGINE WORKS
Inside the War Room_
[ 7 STAGES · 68 KIMI K2.6 AGENTS ]Kimi K2.6 is the only inference model in the Live Matchup Explorer. The engine resolves an exact 68-role architecture in a strict conditional sequence. Standard runs execute 68 Kimi K2.6 agent executions: 33 Winner, 10 Method, 20 Timing, and 5 non-voting Oversight; limited-evidence runs preserve the same topology while eligible Method and Timing roles are resolved from the frozen deterministic prior without provider calls. LangGraph coordinates state and stage order; it does not make predictions. Every Explorer simulation stays permanently outside official accuracy, calibration, receipts, parlays, and records.
// 33 + 10 + 20 + 5 ARCHITECTURE
33
Method agents
P(method | winner)
On standard runs, five Kimi K2.6 method roles execute for each possible winner. Limited-evidence runs resolve these slots from the frozen deterministic prior without reopening the winner probability.
Timing agents
P(round | winner, finish)
On standard runs, five Kimi K2.6 timing roles execute across four fighter-and-finish branches. Limited-evidence runs resolve those slots from the same frozen deterministic prior.
Oversight agents
audit · calibrate · hold
Non-voting Kimi K2.6 auditors test evidence quality, correlation, calibration, disagreement, and uncertainty. They can hold a run, but cannot rewrite its probabilities.
Method and Timing reuse tightly defined role identities across conditional branches, but each branch is a separate Kimi K2.6 execution with its own evidence projection, output contract, validation, and trace.
- 01FREEZE
Deterministic Evidence Pack
The matchup, scenario rules, fighter data, model, engine configuration, prompt contracts, and committee roster are validated, freshness-gated, frozen, and hashed before any paid inference begins.
INPUT_VALIDATIONFRESHNESS_GATEFULL_IDENTITY_HASH - 02WINNER
33 Independent Reads
Thirty-three Kimi K2.6 Winner agents investigate independent evidence questions across stylistic, physical, statistical, film, trajectory, situational, and preparation lanes.
33 WINNER AGENTS7 WEIGHTED CATEGORIESMARKET-INDEPENDENT - 03LOCK
Winner Marginal Fixed
Eligible Winner reads reconcile through their fixed 10,000-basis-point topology. The resulting winner probability is bounded and locked; downstream agents cannot reopen it.
FIXED-WEIGHT MEAN5–95% BOUNDIMMUTABLE WINNER POINT - 04METHOD
10 Conditional Roles
Standard runs execute five Kimi K2.6 Method roles once for each possible winner. In disclosed limited-evidence mode, the same ten logical slots are policy-resolved from the frozen deterministic prior with zero provider attempts.
5 ROLES × 2 WINNERSKO/TKOSUBMISSIONDECISION - 05TIMING
20 Finish-Hazard Roles
Standard runs execute five Kimi K2.6 Timing roles across Fighter A or B by KO/TKO or submission. In disclosed limited-evidence mode, the same twenty logical slots are policy-resolved from the frozen deterministic prior with zero provider attempts.
5 ROLES × 4 FINISH BRANCHESROUND HAZARDSSURVIVAL CONDITIONING - 06OVERSIGHT
5 Non-Voting Audits
Five Kimi K2.6 Oversight agents audit evidence quality, correlation, calibration, disagreement, and uncertainty. They may lower confidence, widen the interval, or hold the result—never change the forecast.
ZERO VOTE WEIGHTUNCERTAINTY AUDITFAIL-CLOSED HOLD - 07SEAL
Coherent Private Simulation
Winner, method, and timing branches reconcile into exact outcome cells that sum to 100% while preserving the locked winner marginal. The versioned result is cached by full identity and kept outside the official record.
JOINT DISTRIBUTIONEXACT CACHE IDENTITYEXPLORER-ONLY RECORD
// WHY IT WINS
One model, separated responsibilities
Kimi K2.6 is the only inference model. Sixty-eight role-bound responsibilities separate winner, method, timing, and oversight instead of compressing every question into one prompt.
Blind to the betting line
The engine produces its probability without ever seeing the market price, so the number is an independent opinion, not an echo of the odds.
Ordered, conditional probabilities
Winner is locked first. Method and timing condition on that point, and oversight audits it without voting, preserving a coherent probability hierarchy.
Hard-isolated from official records
Explorer simulations never enter official settlement, calibration, parlays, receipts, weekly statistics, or the public track record.
// FAQ
What is the Live Engine?
The Live Matchup Explorer is Blueprint MMA’s interactive simulation console. Pick any two fighters and the Kimi K2.6-only pipeline resolves an exact 68-role topology, returning a reconciled win probability, method, timing, and structured dossier under your selected scenario. Standard runs execute all specialist roles; disclosed limited-evidence runs policy-resolve Method and Timing from a frozen deterministic prior without provider calls. Explorer results are not official predictions.
How accurate is Blueprint MMA’s prediction engine?
Blueprint’s separate Official Prediction Engine is settled against real results and published on the public track record. Live Matchup Explorer simulations are intentionally excluded from accuracy and calibration.
How is it different from other MMA prediction sites?
The Explorer uses the same 68-role Kimi K2.6 topology as the Official Engine: 33 Winner, 10 Method, 20 Timing, and 5 non-voting Oversight. Custom assumptions remain in a typed non-fact namespace, limited-evidence policy resolutions are explicitly disclosed, and simulations are hard-isolated from official learning and records.
Can I run any matchup?
Yes. The Live Engine can compare any two fighters in the database, including hypothetical and cross-era matchups. A run becomes either a validated standard report, a disclosed Low-confidence limited-evidence report, or an evidence hold that restores the analysis credit.
Is it free to use?
Prospect members can configure any matchup and receive exact cached results free. Prospect can buy fresh-run packs as needed; Sharp includes 5 per UTC month with rollover to 10, and Whale includes 15 with rollover to 30. Preflight evidence holds and failed runs do not consume balance.