Trading Risk Comparisons

    Side-by-side analysis of key trading risk concepts and methods.

    Risk of Ruin vs Kelly Criterion7 min read

    Risk of Ruin vs. Kelly Criterion: Which Should Guide Your Position Sizing?

    Risk of ruin tells you whether you'll survive. Kelly tells you how fast you could grow. Understanding both is essential for sizing positions correctly.

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    Monte Carlo Simulation vs Traditional Backtesting7 min read

    Monte Carlo Simulation vs. Traditional Backtesting: What Traders Miss

    A backtest shows what did happen. Monte Carlo shows what could happen. The difference determines whether your strategy survives real trading.

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    Fixed Fractional Sizing vs Kelly Criterion Sizing8 min read

    Fixed Fractional vs. Kelly Sizing: Which Position Sizing Method Wins?

    Fixed fractional is the safe default. Kelly is the theoretical optimum. Most traders should use something in between.

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