Method, not tips.
Football strategy, explained with data
How we measure an edge, why bookmaker margin has to come out before you can see one, and what the models actually do. Every figure quoted is reproducible on the track record.
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8 min readExpected threat (xT) in football: a betting guide
What expected threat (xT) is, how it values passes and carries before a shot, how it differs from xG, and what it can and cannot tell a bettor.
xTexpected threatbetting models
8 min readSharp vs soft bookmakers: how the smart money wins
Sharp vs soft bookmakers explained: why Pinnacle welcomes winners, why soft books limit them, how betting syndicates work and where AI really finds value.
sharp bookmakersvalue bettingbetting syndicates
8 min readBeyond xG: why xG betting no longer beats the odds
What xG means in betting, why bookmakers already price expected goals in, and which variables beyond xG still separate a model from the market.
xGexpected goalsbetting models
7 min readCompounding in betting: how a small edge becomes real money
What compounding really does to a betting bankroll: flat vs compounding stakes, why bigger stakes backfire, and lessons from The Psychology of Money.
bankrollcompoundingstaking
8 min readBetting bankroll management: unit size and staking
How much to stake per bet: unit size, flat staking, the Kelly criterion done properly and what normal losing runs look like, worked from a real record.
bankrollstakingKelly criterion
6 min readSingles vs accumulators: why we recommend single bets
On a day with five signals, four winners is a good day with singles and a losing day with an accumulator. What accumulators do to your odds, your swings and your record.
stakingbankrollaccumulators
7 min readClosing line value: the only metric that matters
Win rate needs hundreds of settled bets to separate skill from luck. Closing line value reads every bet the day it is placed. Here is what good looks like.
CLVmeasurementbankroll
8 min readDe-vigging: recovering the true probability
A bookmaker price is not a probability - it is a probability plus a margin. Removing that margin is the difference between measuring an edge and inventing one.
de-viggingexpected valuemarket