Two football models can pick the same winners and still differ sharply in quality. A worked Brier-score example shows how to check confidence, not just accuracy.
A football backtest can look accurate because it uses information unavailable before kickoff. Check timestamps, revised data, rolling windows and validation splits.
What football forecast archives should preserve: pre-match versions, clear scoring rules, failed calls and correction history, not just a headline hit rate.
