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Foundations · Lesson 6 of 8

Expected Value

If my probability is right, what does this price return on average?

Beginner8 min read

The formula

EV = p × profit − (1 − p) × stake
ROI = EV / stake = p × decimal − 1
Worked example · 30% at +280, $100 stake
  1. Profit if it wins: $280. Loss if it loses: $100.
  2. EV = 0.30 × 280 − 0.70 × 100 = $14.00.
  3. Break-even at +280 is 26.3%, so the edge is 3.7% points.
EV = +$14.00 per $100, if 30% is the true probability.

EV is only as good as p

Change the probability by five points and the same price flips sign:

Your pEV per $100 at +280ROI
22.0%−$16.40-16.4%
25.0%−$5.00-5.0%
26.3%−$0.06-0.1%
28.0%$6.406.4%
30.0%$14.0014.0%
33.0%$25.4025.4%

This is why every calculator in the Model Lab asks for — or encourages — an uncertainty on your probability. An edge that disappears inside your uncertainty is not an edge you can rely on.

EV across multiple legs

For independent legs, probabilities multiply and so do decimal prices. The book's margin compounds with every leg, which is why most parlays carry far more margin than a single bet. When legs are correlated — a quarterback's yards and his top receiver's yards — the product rule no longer holds. See the parlay calculator.

Limitations

EV is a long-run average. It says nothing about the path, the drawdowns, or how many bets it takes before the average shows up — that is what Bankroll & sizing and Simulation are for.