Think of a fair coin
A fair coin has a 50% chance of landing heads. Decimal odds of 2.00 return £20 from a winning £10 stake. At those odds, repeated independent £10 bets have zero expected profit before any costs: half win £10, half lose £10.
At 1.80 the same winning bet earns only £8, while a loss still costs £10. At 2.20 a win earns £12. The event has not changed; the price has. That is the basic distinction between predicting a winner and finding value.
Fair odds = 1 ÷ probability. A 25% estimated scoring chance corresponds to 4.00; 40% corresponds to 2.50. The word estimated matters: a model’s fair price is conditional on its inputs, not a fact about the future.
Why a bookmaker’s probabilities add up above 100%
Take a two-player market priced at 1.90 on both sides. Each implies 52.63%, so together they add to 105.26%. The extra 5.26 percentage points are the overround. They are not a prediction that both players can win.
Proportional margin removal divides each implied probability by the total. Here that restores 50% per player, or fair odds of 2.00. Shin and odds-ratio methods allocate the adjustment differently on uneven markets. They are alternative estimates, not ways to uncover a guaranteed true price.
Use a complete, mutually exclusive market. You cannot remove the margin from a list of anytime goalscorers by normalising their probabilities: several players can score in the same match.
Probability gap and expected value are different
If the price falls to 2.30, the same 40% estimate gives −8% EV. If the player is benched and the estimate drops to 30%, even 2.80 gives −16% EV. A good-looking price gap is a reason to check minutes, team news and the market mapping.
How to use the Fair Odds Lab
- Check the fixture and update time
A recorded reference price may have moved. Missing data means there is no comparison, not that the model has found no value.
- Read the player assumptions
Likely minutes, starting status and penalty responsibility can all change a goalscorer estimate.
- Compare your actual price
Use the exact market and bookmaker rules. The board’s reference is not a promise of the best available odds.
- Keep research and published tips distinct
A model disagreement is research. Latest hits show recent successful examples, not every signal or an audited profit record.