Trading Risk Blog

    Risk of ruin, position sizing, Monte Carlo simulation, and statistical survival for traders.

    Monte Carlo Strategy Testing5 min readFeb 18, 2026

    Drawdown Risk Calculator: Understanding Your Worst Case

    Returns tell you the best case. Drawdown analysis tells you the worst. Here's why drawdown matters more.

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    Risk of Ruin6 min readFeb 16, 2026

    Options Trading Risk Management: The Math Behind Survival

    Options add complexity to risk management. Premium, time decay, and defined risk all change the ruin equation.

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    Position Sizing5 min readFeb 15, 2026

    The 2% Rule vs. Actual Ruin Probability

    Everyone knows the 2% rule. Few know whether it actually works for their specific strategy. Here's how to find out.

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    Trading Psychology & Survival6 min readFeb 13, 2026

    Why Most Retail Traders Fail (A Statistical Explanation)

    The 90% failure rate in retail trading isn't about bad picks. It's about position sizing and ruin probability.

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    Trading Psychology & Survival6 min readFeb 11, 2026

    Expected Value vs. Survival Probability: The Trader's Dilemma

    Positive EV doesn't mean you'll survive. Here's why both metrics matter and how they interact.

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    Monte Carlo Strategy Testing5 min readFeb 9, 2026

    How Many Trades Until Statistical Failure?

    100 trades? 500? The number of trades before statistical failure depends on your edge and position size.

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    Monte Carlo Strategy Testing6 min readFeb 7, 2026

    Monte Carlo Backtesting: Why One Backtest Is Never Enough

    Your backtest showed a 40% return. But that was one path. Monte Carlo shows the other 9,999.

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    Risk of Ruin5 min readFeb 5, 2026

    The Probability of Blowing Up Your Trading Account

    Even a strategy with a positive expected value can blow up your account. The math explains why.

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    Position Sizing5 min readFeb 3, 2026

    Position Sizing for Day Traders: The Math That Keeps You Alive

    Position sizing is not about maximizing profit. It's about surviving long enough for your edge to play out.

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    Risk of Ruin6 min readFeb 1, 2026

    Risk of Ruin Calculator: What Every Trader Should Know

    Your win rate means nothing without knowing your risk of ruin. Here's how to calculate the probability of blowing up your account.

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