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    Monte Carlo Forecasting

    Stress-test any portfolio with up to 100,000 simulated market paths, from a one week trade horizon to a ten year retirement plan.

    The GNG Monte Carlo simulation builder with portfolio source, capital, horizon, risk scenario, and simulation count controls

    Set the scenario

    Choose a portfolio source, starting capital, time horizon, and risk regime. Thirteen horizons run from one week to ten years, so the same engine covers an earnings trade and a retirement plan.

    • Four precision levels: 5,000 to 100,000 simulated paths
    • Horizons from 1 week to 10 years
    • Risk regimes from conservative up to 2008 crisis conditions
    • Recurring contributions or withdrawals for retirement planning

    A real simulation engine

    Returns are estimated from a historical lookback window you control and drawn from a normal or fat-tailed Student-t distribution, with the correlation between your holdings preserved. Rebalancing and dividend reinvestment are modeled explicitly.

    • Normal or Student-t distributions to capture fat tails
    • Adjustable historical lookback window
    • Correlation heatmap across every holding
    • Dividend reinvestment and rebalancing settings

    Probability bands, not a single guess

    Results show the 5th, 25th, 50th, 75th, and 95th percentile paths of your portfolio value, so you can see the downside case before you find it the hard way.

    Estimates, not predictions

    Monte Carlo output is a probabilistic estimate for education and planning. It is not a prediction and not investment advice.

    Save and compare

    Keep simulations in history and compare scenarios side by side.

    GNG Monte Carlo results with percentile fan chart from the 5th to the 95th percentile outcome band
    The outcome distribution: percentile bands from worst case to best case.

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