Calibrated fight forecasting

The calibrated prediction layer for honest pre-fight reads.

Calibrated probabilities, volatility-aware reads, and bout-by-bout reasoning presented as analytical guidance rather than certainty theater.

Forecast coverage and confidence should be read as analytical guidance, not certainty. Some cards may be partially covered while refresh jobs complete.

membershipsCalibrated output layerVolatility + uncertainty framework
product standard
What this surface is for
  • Calibrated bout probabilities instead of generic pick content
  • Confidence, volatility, and uncertainty shown together so weak spots are visible
  • Card-level coverage status shown honestly as full, partial, or pending
featured event

UFC Fight Night: Della Maddalena vs. Prates

May 2, 2026Perth, Western Australia, AustraliaNo governed slate published for this event yet
The current focus card is visible here, but its governed prediction event page is not published yet. Treat that as pending coverage, not as a hidden low-confidence read.
upcoming cards

Prediction hub

Governed calibrated output status
prediction slate pending
No governed event cards are published on this surface yet.

This page now says that plainly instead of showing a silent empty grid. Treat the absence of event cards as pending publication state, not as hidden confidence.