MBModelBall
Predictions Locked

Argentina vs Austria

World Cup · Monday, June 22, 2026

5:00 PM UTC

Match completed

WHAT WE LEARNED

Match is complete. Results and accuracy analysis will be available once the match has been officially scored.

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Predictions Review

The Edge ★

Fingerprint-weighted ensemble

Argentina64%
Draw22%
Austria13%

Naive Average

Equal-weight baseline

Argentina62%
Draw23%
Austria15%

INDIVIDUAL MODELS

Gemini 3.1 Pro

The Generalist

Argentina58%
Draw25%
Austria17%

GPT-5.4

The Market Baseline

Argentina58%
Draw24%
Austria18%

Claude Sonnet 4.6

The Analyst

Argentina58%
Draw24%
Austria18%

Grok 3

The Contrarian

Argentina74%
Draw19%
Austria7%

Fingerprint Analysis

Pre-Match Divergence
HIGH (16pp spread)
Most Divergent Model
Grok 3
Fingerprint Prediction
grok overweights market odds

Once the match is scored, we'll validate whether the fingerprint correctly predicted model accuracy. This is how we prove (or disprove) that knowing biases helps prediction.

Predicted scoreline

2-0
2-0
13.5%
1-0
13.0%
1-1
10.7%
2-1
9.4%
3-0
8.7%
Each model's scoreline pick
Claude Sonnet 4.6 1-0Gemini 3.1 Pro 1-0GPT-5.4 1-0Grok 3 2-0

Goal expectancy 2.63 per match from betting-market totals; split fitted to the calibrated probabilities shown above with a Dixon–Coles low-score correction. Argentina listed first.

Ensemble Logic

Odds Divergence Context

Market gives underdog >35% probability

Weights:

Grok 39% · GPT 26% · Claude 18% · Gemini 18%

Active: PC05 (Overconfidence Index)

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