Kelly Criterion
Also known as: full Kelly, fractional Kelly
Kelly tells you exactly how much to bet given your edge. Full Kelly is the mathematically optimal size for long-term growth, but the variance is brutal — losing streaks can drop your bankroll by 50% or more. Quarter Kelly trades some growth for much smoother variance.