What it means for a number to be measured

How can you tell a counted number from a guessed one?

Every betting tool shows you numbers. Almost none of them tell you which ones came from data and which came from somebody's assumption typed into a constant. The difference decides what a number is worth, and it is invisible unless the tool says so on purpose.

Three kinds of number

Arithmetic. Break-even on a pair of prices. A parlay's payout. These cannot be wrong, only misread — the totals middle above breaks even at 4.76% and no data would change it.

Measured. Counted from a record: how often a window hits, what a book's margin actually is, how much your simultaneous bets co-move. Worth what the sample behind it is worth, which is why the sample size belongs on screen next to it.

Prior. A stated constant standing in until there is something to measure. Legitimate, necessary, and dangerous the moment it stops announcing itself.

The bars, and why they exist

ClaimNeeds
Counted margin window200 recorded games
Counted totals window400 games, and 8 per distinct total
Measured correlation30 settled bets, 20 multi-bet groups
Fitted model weights30 graded bets, 30% held back in time order
Per-book weights20 graded bets at that book

Under any of these, the number does not become uncertain — it becomes a prior, and it says so. An unmeasured cell is not a zero, and a stale quote is not a fresh one.

The test

Ask any tool where a number came from. If it cannot answer, it is not that the number is wrong; it is that nobody can tell you whether it is. Every figure on this site is computed by running the engine at build time, and the build refuses to publish a figure that is not.

How the engine prices things →