Weather core tier intermediate Reliability 75/100

Ensemble Spread Uncertainty

GEFS 31-member confidence measure

Overview

Analyzes GEFS 31-member spread to quantify genuine forecast uncertainty.

What It Does

Evaluates GEFS ensemble spread width. Tight spread = high confidence. Wide spread = uncertainty the market may not be pricing.

Why It Matters

A single forecast gives you a number. The ensemble spread tells you how much to trust it. Markets consistently underprice wide ensemble uncertainty.

How It Works

Checks GEFS ensemble member outputs, calculates spread percentiles, compares to contract pricing.

Key Indicators

Data Sources

Use Ensemble Spread Uncertainty on a real market

Run this analytical framework on any Polymarket or Kalshi event contract.

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