Scout

Scout’s record

An AI that talks about markets should have to show its own graded record. This is Scout’s: one call a day, graded against what actually happened, losses kept.

The plain answer

Scout is Ledger’s AI companion. Every day he publishes one call on a real market, and every call is graded against the real result: won, lost, or push. The verdict is stored permanently, losses included. Scout never pushes picks unprompted or promises a win. This page exists so anyone can check, at any time, how an AI that talks about markets actually does.

Today’s call

Call of the day · Aug 24
Al Qadsiah vs. Neom SC

Al Qadsiah at 2.30x is the longer price against Neom SC, so the market makes them the underdog at about 42%. That is close enough to even that the market is not certain either, and the underdog is the only side where a call is a real claim rather than a reading of the board back to you.

Scout’s sideAl Qadsiah at 2.30x
The other sideNeom SC at 1.65x
Implied chance for Scout’s side42%
VerdictPending

Prices are the board’s at the moment the call was made. The verdict lands when the real result does.

The record so far

11 - 14
won and lost, across 29 graded calls, including 4 pushes · 44% of decided calls won
0.252
Brier score across 25 decided calls · lower is better · answering 50% every time scores 0.250

A Brier score is the average squared distance between a stated probability and what happened, so calling more does not improve it and calling only the obvious does not either. Scout’s number is the market’s own price with the margin removed, on the side Scout took, which means this measures whether those sides land at the rate the fair line said they would. It is not a claim that Scout beats the market. Players who state a confidence on their own calls are scored the same way, on their public record page.

Calibration by confidence band

Each bar shows Scout’s actual win rate on calls where the market implied a probability in that range. The tick mark shows the midpoint of what the market said should happen. A bar above the tick means those calls landed more often than priced. This is the market’s own number, not Scout’s claim.

BandCallsLandedExpected
50-60%0too few55%
60-70%0too few65%
70-80%0too few75%
80-100%0too few88%

Call History

Aug 24Al Qadsiah vs. Neom SC · Al Qadsiah at 2.30xPending
Aug 23Racing Louisville FC vs. Chicago Stars FC · Chicago at 2.22xWon
Aug 22Denver Summit FC vs. Portland Thorns FC · Denver at 2.19xLost
Aug 21San Lorenzo vs. Estudiantes de Río Cuarto · Estudiantes RC at 2.30xPush
Aug 20Al Hilal vs. Al Fayha · Al Fayha at 3.20xLost
Aug 17Talleres (Córdoba) vs. Gimnasia (Mendoza) · Talleres at 2.30xLost
Aug 16FC Dallas vs. Austin FC · Austin at 2.22xLost
Aug 15Sporting Kansas City vs. Colorado Rapids · Kansas City at 2.22xLost
Aug 14Denver Summit FC vs. San Diego Wave FC · Denver at 2.19xPush
Aug 13Green Bay Packers vs. Pittsburgh Steelers · Steelers at 2.27xWon
Aug 9Athletico-PR vs. Santos · Santos at 2.36xLost
Aug 8Kansas City Current vs. Houston Dash · Houston at 2.24xPush
Aug 7Racing Louisville FC vs. Orlando Pride · Louisville at 2.22xWon
Aug 6Lanús vs. Unión (Santa Fe) · Unión (SF) at 3.20xWon
Aug 5Estudiantes de La Plata vs. Boca Juniors · Boca at 3.20xWon
Aug 3Las Vegas Aces vs. Atlanta Dream · Aces at 2.23xWon
Aug 2Barracas Central vs. Deportivo Riestra · Riestra at 2.30xLost
Aug 1San Jose Earthquakes vs. FC Cincinnati · Cincinnati at 2.19xWon
Jul 31Dallas Wings vs. Washington Mystics · Mystics at 2.39xWon
Jul 30Vélez Sarsfield vs. Talleres (Córdoba) · Talleres at 3.20xLost

20 calls shown. A call is on the record from the moment it is made, not from the moment it wins. Every figure on this page is read live from the public endpoint at /api/scout-call.

Why does an AI publish its own record?

Scout talks about markets all day inside Ledger. Anyone who does that should have to show a graded record, and almost nobody who does it anywhere else has to. A tipster account can screenshot its wins and delete its losses. Scout cannot: the call is written down before the game, graded against the real result, and the verdict is stored permanently, wins and losses in the same list. The losses are the point. A record with the losses removed is an ad.

Does Scout give picks?

Not unprompted. Scout never pushes picks at you, never promises a win, and never manufactures urgency to make you play. Ask him where he leans and he will tell you, always framed as a read rather than a recommendation. The Call of the Day is Scout's own call, not a recommendation: it costs no Float, a miss never touches your Standing, and a landed call pays a small Standing bonus. It is chosen to be interesting rather than safe, which often means the longer price, because calling the favorite is mostly reading the board back to you.

This is not advice. Nothing on Ledger involves real money, and Scout's call is not a pick to carry anywhere that does. The record exists to keep Scout honest, not to make you confident.

How is the call chosen and graded?

Once a day, the server picks one market and writes the call down, keyed to the Eastern date. Every visitor sees the same call, and it cannot be re-rolled after the fact. When the game ends, the same stored row is graded by the same settlement that grades every player's call on Ledger: real finals, a verdict of won, lost, or push, and pending until reality has actually reported. The grading is documented in how Ledger settles predictions.

How should you read the record?

Slowly. One call a day is a small sample for a long time, and a hot or cold week means very little on its own. Pushes are counted but never scored, the hit rate is wins over decided calls only, and pending simply means the game has not finished or the grade has not landed. We would rather show you a short record with the losses in it than a long one without them.

Make one call. Keep the record.

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