Quant Blackjack vs Fundamental Poker Simulator

Inspired by ex-Balyasny PM Ying Hua: Quant = Law of Large Numbers (Blackjack) vs Fundamental = Bayesian Incomplete Info (Poker)
Live Engine Monte Carlo Bankroll Trajectory
MODE: SYSTEMATIC QUANT (BLACKJACK)
Final Expected Value
$112,000
Sharpe Ratio
1.85
Max Drawdown
8.40%
Win / Loss Count
530 / 470
Empirical Win Rate
53.0%
Expected Value Distribution (PDF Flattening over Volume)
Execution Engine Surface
Edge Win Rate (Statistical Advantage) 53.0%
Payoff Ratio (Win/Loss) 1.00x
Bet Sizing (% Bankroll) 2.0%
Market Signals / Card Deal Surface
A
K
Bayesian Posterior P(Success | Signal) 58.4%
Signal: Channel check beat expectations (Likelihood Ratio: 1.71)
Batch Trade Execution Run
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