Model Performance

Radical transparency: see exactly how accurate our predictions have been.

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Why This Matters

Brier Score

Measures prediction accuracy. Lower is better. 0.25 = random guessing, <0.15 = excellent.

Calibration

When we say 60%, it should happen ~60% of the time. Not cherry-picked hindsight.

Full Transparency

We show our weak spots too. No model is perfect—ours is honest about its limits.

Performance Benchmarks

What "Good" Looks Like

  • Brier < 0.15 = Excellent (top 5% of models)
  • Brier < 0.20 = Good
  • Accuracy > 55% = Consistently beating coin flips
  • Calibration close to diagonal = Well‑calibrated

Context Matters

  • • Football is high‑variance — perfect prediction is impossible
  • • Some markets are harder (corners > goals)
  • • 5–8% edge over random is meaningful
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