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Retirement ยท Risk
Monte Carlo Retirement Simulator
The 4% rule assumes average returns every year. Markets don't work that way. This runs 1,000 simulations of your retirement across random market sequences โ showing your real probability of your money lasting the full retirement.
Methodology:
Each simulation draws annual returns from a normal distribution with specified mean and standard deviation โ consistent with methodology used in
Bengen (1994) and the
Trinity Study (1998).
Normal distribution does not capture fat tails or autocorrelation in real markets โ results are indicative, not predictive.
Historical S&P 500 data: mean ~10% nominal, std dev ~15โ17% (1926โ2024,
S&P SPIVA).
This is not financial advice. Consult a financial planner for personalised retirement modelling.