UFC Fight Night Predictions — Muhammad vs Bonfim

UFC Fight Night · 7 June 2026 · UFC Apex, Las Vegas

Muhammad vs Bonfim

Welterweight Main Event · 5 Rounds · 12 Fights

Fights

Main Card

Prelims

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LOCK Picks

◆ METHODOLOGY · LOCK MECHANICAL-AGREEMENT CAVEAT

Picks reflect the 4-voice consensus ensemble (V14 + V15.1 + Paperclip + market). Each fight shows pick + confidence tier. LOCK tier fires when our pick aligns with extreme market consensus (-300+ closing favorites); performance is partly real model signal, partly mechanical agreement with the market. 2026 LOCK ledger: 11-1 — 10 mechanical-agreement, 1 real (Malkoun, Perth), 1 loss (Chimaev, UFC 328). TOSS-UP picks excluded from accuracy claims. 71.59% consensus accuracy on n=428 / 76.21% UNANIMOUS_3 (n=307), 2025-2026 holdout, real-market basis (BFO closing).

◆ Main Card

Main Card

◆ Prelims

Prelims

◆ How we score these

Honest framing

Pick + tier only. No probability percentages on consumer per-fight display — tiers carry the calibrated meaning (LOCK ~92%, HIGH ~79%, MED ~67%, LOW ~60% historical hit rate on the 2025-2026 holdout).

Real-market ROI basis. All ROI claims on this site are computed against BFO closing lines (the moneyline you could actually have bet, post-vig). No "fair odds" inflation. n=428 consensus picks, +8.09% ROI, 2025-2026 holdout.

4-voice consensus. V14 (deep-stack belief) + V15.1 (per-fight feature packs) + Paperclip (independent ensemble) + market (no-vig closing line) are stacked via a calibrated logistic regression. Disagreement is surfaced where it matters.

No bet-this CTAs. This is a prediction surface, not a tout. Picks are for analysis. Full methodology →