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Gambling Mathematics Academy

Expected Value

Expected value (EV) is the probability-weighted average outcome of a bet repeated indefinitely. It is the single most important quantity in gambling mathematics: positive EV bets profit on average, negative EV bets lose on average, and long-run profit is the sum of EVs.

Direct Answer

Expected value (EV) is the probability-weighted average outcome of a bet repeated indefinitely. It is the single most important quantity in gambling mathematics: positive EV bets profit on average, negative EV bets lose on average, and long-run profit is the sum of EVs.

Key Takeaways

  • EV is the average payoff of an infinitely repeated bet.
  • Long-run profit equals total EV.
  • EV is necessary but not sufficient for survival.

Formula and intuition

EV = Σ p(outcome) × payoff(outcome). The intuition: imagine making the same bet a million times. The average per-bet profit is the EV. Individual results are noise; EV is the signal.

Necessary but not sufficient

Positive EV does not guarantee profit on any single bet, in any single session, or even over a small sample. Bankroll and variance management determine whether you survive long enough to realize the edge.

Frequently asked questions

Is EV the same as profit?+

No. EV is the expected profit per bet; realized profit converges to EV only over many trials.

Educational only. Not wagering, financial, or legal advice. See our editorial policy.