House edge probability sounds simple, but traditional math is misleading. Models often rely on bell curves, which ignore real player behavior—like winners increasing bets or bankroll limits shaping outcomes. As a result, players’ actual win rates skew higher and large wins are more likely than the math suggests. Our diff_skew app simulates baccarat play under bankroll constraints, showing how expected house edge still holds but the path to it is far more volatile.