Methodology: Flat = 1 unit per pick at −110 juice (WIN = +0.909u, LOSS = −1.000u). Kelly bankroll starts at 100 units; stake = bankroll × full_kelly_fraction × multiplier (0.125 or 0.25). Pending picks excluded from settled calculations. Results are never retroactively changed.