Probabilistic Modeling

Free Monte Carlo Retirement Calculator

Will your money last through retirement? Enter your numbers below and run hundreds of market simulations to see your probability of success — free, no signup.

Monte Carlo Simulation
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Enter your portfolio and spending, then click Run Simulation

Monte Carlo in plain English

Traditional retirement calculators assume a fixed return every year. Reality is messier. Monte Carlo simulations model that messiness to give you a realistic picture.

Random Returns

Simulated Market Volatility

Each simulation generates random annual returns based on historical market behavior. Some years gain 20%, others lose 15%. The calculator models this variability across 100-1,000 scenarios.

Percentiles

See the Range of Outcomes

View the 10th, 50th (median), and 90th percentile final values. Understand your worst case, typical, and best case scenarios at a glance.

Success Rate

Probability of Success

See what percentage of simulations ended with money remaining. 90% means 9 out of 10 market scenarios supported your withdrawal plan through retirement.

Better than a single projection

A fixed 7% return assumption ignores the reality that returns vary wildly year to year. Monte Carlo shows you what could happen, not just what might happen on average.

Real Market Behavior

Markets don't return 7% every year. Some years surge, others crash. Monte Carlo captures this randomness using Gaussian distribution.

Stress Test Your Plan

See how your retirement holds up in the worst 10% of scenarios, not just the median. Plan for adversity, not just average outcomes.

Adjust and Re-Run

Change your withdrawal rate, starting balance, or timeline and re-run the simulation instantly. See how small changes affect your success rate.

Monte Carlo questions

A Monte Carlo simulation runs hundreds or thousands of retirement scenarios with randomized market returns. Instead of assuming a fixed 7% annual return, it models the reality that some years gain 20% and others lose 15%. The result is a probability of success rather than a single projection.

This widget runs 100 to 1,000 iterations. Each iteration generates random annual returns based on historical market volatility using the Box-Muller transform for Gaussian distribution. You can see the 10th, 50th, and 90th percentile outcomes.

The probability of success shows what percentage of simulations ended with money remaining at your target date. For example, 90% success means that in 90 out of 100 simulated market scenarios, your portfolio lasted through retirement. Most planners consider 80-90% success rates acceptable.

Yes, completely free with no account required. Enter your portfolio, spending, and timeline above and run the simulation instantly. Your data stays in your browser, and you can use the full projector for more detailed analysis.

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Run your Monte Carlo simulation

See your probability of retirement success across hundreds of market scenarios. Free, no signup.

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