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Fair Odds and the Vig-Free Price

Stripping the margin out of a two-way market to see what the bookmaker really thinks.

Ellis HartnollHead of Testing22 June 202611 min readUpdated 22 June 2026
Fair Odds and the Vig-Free Price
Remove the margin and the price becomes a probability estimate you can argue with.

Every market is two things at once: an estimate of probability and a charge for making it. Separating them lets you see the estimate on its own, compare it with your own, and compare it between bookmakers on equal terms. The arithmetic takes a minute.

The simple method

  1. Convert each price. Home 1.91 → 52.36%. Away 1.99 → 50.25%.
  2. Add them. 102.61%. The margin is 2.61 points.
  3. Divide each by the total. 52.36 ÷ 102.61 = 51.03%. 50.25 ÷ 102.61 = 48.97%. They now add to 100.
  4. Convert back. 1 ÷ 0.5103 = 1.96. 1 ÷ 0.4897 = 2.04. Those are the fair prices.

The method assumes the margin is spread in proportion to each outcome’s probability. That is approximately true on tight two-way markets at sharp operators, and less true everywhere else.

Where it breaks

Bookmakers do not apply their margin evenly. Long shots are shaded harder than favourites — the favourite–longshot bias — because casual money prefers big prices. On a three-way football market the draw and the away side typically carry more of the margin than the home favourite. Proportional removal therefore slightly understates the favourite’s true probability and overstates the outsider’s.

A better approximation

Remove the margin in proportion to the odds rather than the probabilities — the “power” or “Shin” methods in the literature. For everyday use, take the vig-free line from the sharpest operator you can see, which will already have less bias baked in than any correction you apply to a wide one.

What to do with it

Use the vig-free price from Kestrel or NovaBet — the two sharpest in our guide — as the market’s probability, and compare your own estimate with that rather than with any bookmaker’s shaded price. Then find the best price actually available, anywhere, and check it against the same fair line. The gap between those two numbers, in probability points, is your expected edge on the bet; if it is smaller than zero, the market is offering you nothing, however strongly you feel.

Key takeaways

  • The vig-free price is the market’s probability with the bookmaker’s margin removed.
  • Divide each implied probability by the market total to normalise it to 100%.
  • The sharpest bookmaker’s vig-free line is the best free estimate of true odds you will get.
  • Where the margin is applied unevenly, the simple method understates the favourite.
TagsMarginsOddsProbability
Written byEllis HartnollHead of Testing · 17 guides published

Ellis has priced sports markets for two bookmakers and now runs Oddsmark’s testing programme, measuring margins across forty markets a month. He writes about pricing, market rules and the arithmetic bettors are rarely shown.

All work by Ellis Hartnoll

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Sharpest prices
Kestrel8.6

A 3.4% average football margin — the lowest of the fifteen bookmakers we measure each month.

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Responsible gambling

Understanding margins makes betting cheaper, not profitable. Set a deposit limit before you open an account, never chase losses, and treat every stake as spent the moment it is placed.