For moneyline odds, we convert to payout per $1 staked: payout = 1 + (100/odds) for plus odds and payout = 1 + (100/|odds|) for minus odds. For prediction‑market odds priced p in dollars, the payout is 1 with cost p. EV = prob × profit_if_win − (1 − prob) × stake.