Calibrated predictions slate

UFC Fight Night: Bonfim vs. Brady

Nov 7, 2026Las Vegas, Nevada, USA1 of 1 calibrated matchup cards liveFull slate live

This surface shows the governed calibrated stack honestly: probability splits, model reasons, and the caveats that matter when volatility or weak regimes are present.

premium stack

What this page is actually doing

Shows calibrated probabilities from the governed production alias rather than raw heuristic certainty.
Carries volatility and regime caveats forward instead of hiding them behind premium copy.
Keeps event rendering tied to real API outputs and real fighter identity data.

Welterweight

guarded

Gabriel Bonfim

Sean Brady

lean

calibrated lean

Sean Brady

66% calibrated win probability for the current lean, but guarded by volatility or weak-regime caveats

Gabriel Bonfim

34%

Sean Brady

66%

why the model leans this way

Sean Brady projects ahead on current measurable form and matchup profile. Sean Brady holds the clearer grappling edge Sean Brady has the stronger proven sample in this division Empirical calibration applied from historical outcome bins.

Sean Brady shows the clearer grappling edge

Risk flags

• Both fighters carry high finish volatility

Uncertainty / caveats

• High-volatility matchup: finish variance is elevated and certainty should be discounted.
• Probability is shown through the calibrated presentation layer built from baseline-v4-clean.