Football value model · real odds · frozen test

Your bot shouldprove itselfbefore it touchesyour money.

I built the full pipeline on real matches and ran a sample strategy through it. It failed, and the system caught why. Your rules go through the same test.

Open the Strategy LabWatch the paper bot

How your rules move through it

SCENE 01FormaliseYour filters become exact, testable rules. No grey areas.
SCENE 02ModelFair odds, de-vigged market, your edge definition, staking.
SCENE 03Walk-forwardEach match predicted using only what was known that day.
SCENE 04GateTune once, freeze, then test on data never touched.
SCENE 05Paper, then liveForward test on live prices. Real stakes only after it passes.

What the test actually showed

One sample strategy, one set of rules, staked at quarter-Kelly from a $1,000 paper bankroll. These are real fixtures, real results and real published prices, less the slippage assumed in the strategy doc.

The model in 3D

Every pillar is a scoreline

The real pre-match forecast for the latest Premier League game in the data. Taller means more likely.

The finding worth paying for

A headline number would have sold this strategy. The gate stopped it, for two reasons you'd want to know before funding anything.

Packed stadium at night

The closing line looked great. The bets lost.

It was probably the price

Players under a single floodlight

Public data adds almost nothing to the market

The six-gate check

All six must pass on data your rules never saw. These are the standard I'd propose for your project, and we'd agree them before any test is run. The last gate was added after this run exposed the stale-price problem.

What you get

  • ✓
    Strategy document. The maths, assumptions and thresholds. Draft here.
  • ✓
    Commented source for the bot. Ready for a Windows or Linux VPS.
  • ✓
    Quick-start guide. Install, connect, monitor.
  • ✓
    Back-test and forward-test evidence. Reported as it falls, good or bad.

Where I'll be straight

  • ✕
    No "undetectable" automation. I'd run it through official APIs such as the Betfair Exchange API. Hiding a bot from a bookmaker can breach their terms and put your balance at risk.
  • ✕
    No guaranteed profit. I can guarantee honest testing. If your rules don't pass, you'll know before you risk a stake.
  • !
    Sportsbooks limit winners. A real edge at a retail book tends to get accounts restricted, which is another reason exchanges are the better route.

Bring your rules. Let's see if they survive.

Open the Strategy Lab