Why closing-line value (CLV), not profit? Beating the closing price is the professional benchmark for real edge: it needs hundreds of data points to mean something, not thousands. Our sample is young, so we make no performance claims — we just log every call in the open, timestamped, and grade it against the close. Judge the process, not a hot streak.

Every day the engine scores every scanned fixture, not just the ones posted. Fixtures clearing the tip threshold are logged as would-be picks and graded exactly like real ones — a faster-growing evidence stream that can't be cherry-picked after the fact.