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AI-powered football analytics. Confidence-rated reads on every match, with the full track record of every call public.

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Cortexscore publishes statistical and AI-generated football analysis for entertainment and informational purposes only. We are not affiliated with any sportsbook and our content is not financial, investment, or betting advice. Past performance does not guarantee future results. If betting affects you or someone close to you, see Responsible use for help.

© 2026 Cortexscore.Last read 14d ago
Football match predictions are probabilistic. We don’t promise wins — we publish picks only when the numbers line up.
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CalibrationMay 18, 2026 · 6 min read

What 'calibrated confidence' actually means

If a model says 70%, the public ledger should show 70%. Most don't.

Most prediction sites publish a confidence number alongside every call. 'HIGH confidence,' '80% lock,' 'AI says ✅.' Almost none of them publish a ledger that lets you check whether those numbers hold up. That's the difference between marketing a number and meaning it.

Calibration in one sentence

A model is calibrated when its stated probabilities match its actual hit rates. If it says 70% confidence on a hundred picks, about seventy of those should win. If it consistently says 70% but hits 55%, the model isn't 'wrong' — it's miscalibrated.

Calibration matters because it's what makes a number actionable. A 70% read on a match is only useful if 70% really means 70%. Otherwise you're trusting a sticker, not a signal.

How we measure ours

Every settled pick on the Cortexscore track record sits in a confidence band — 65–69, 70–79, 80+. The track record page groups settled picks by band and shows the actual hit rate for each. If the 70–79 band trends below 70%, we know the model is over-confident in that range; we'd tighten the publish floor or drop a market entirely.

The 60–64 band is closed for new publishes since 2026-05-04. The May audit showed it hitting 44% over 167 settled — well below its label. The floor moved to 65 and tackles/shots got hard abstain gates. We document those changes on the methodology page.

What HIGH means here

HIGH confidence at Cortexscore means the model surfaces a call only when three independent signals align and there's a clear difference between our read and the market price. The exact rate the HIGH band hits at is on the track record page — including the losses.

Why we publish losses

Hiding losses would invalidate the whole point. The track record exists so anyone — subscriber or not — can audit the confidence labels against reality. Wins, losses, and voids all stay on the page. We don't graduate losing picks out of the ledger.

About these numbers.

Every pick we publish lands on a public ledger that records the outcome, the band, and the matchup. The counts here reflect what's already settled — they describe what happened, not what will happen. Football matches are independent events, and a settled record doesn't guarantee future results.

See the rules in action.

Every published pick stays on the public ledger — wins, losses, voids.

See the track record →Read the methodology