True odds are normalized to probabilities across the two outcomes. EV is computed as p × bet_odds − 1. If a Kelly multiplier is provided, stake = min(max % per bet, (Kelly multiplier × EV decimal) / (bet odds − 1)) × current bankroll. Otherwise, a flat stake equal to (max % × bankroll) is used on every bet.