Tool · Simulator

The withdrawal simulator.

Stress-test your retirement portfolio with 1,000 Monte Carlo simulations. Success rates, percentile outcomes, and side-by-side strategy comparisons — all below.

The report
1,000 simulations · Fixed (4% Rule)
Success rate
68.1%
681 of 1,000 simulations: money lasted 30 years. High Risk
Success probability68.1%
0%100%
10th percentile
$0
Worst ~10% of outcomes
Median
$862,640
Typical outcome
90th percentile
$6,585,480
Best ~10% of outcomes

Portfolio value by percentile.

Bands show the range of outcomes across 1,000 simulations. Strategy: Fixed (4% Rule).

Fig. 01
Running simulations…

Strategy comparison.

Fig. 02

All three strategies run with the same starting portfolio and withdrawal amount.

  1. Fixed (4% Rule)

    Current
    High Risk681 / 1000
    68.1%
    Success
  2. Variable Percentage

    Solid1000 / 1000
    100.0%
    Success
  3. Guardrails

    Solid997 / 1000
    99.7%
    Success

Historical context.

§ Notes

The Trinity Study (1998, updated 2011) found that a 4% withdrawal rate from a 50/50 stock-bond portfolio had a 95%+ success rate over 30-year periods using US historical data from 1925–2009.

For FIRE with longer time horizons (40–60 years), many researchers recommend a 3–3.5% withdrawal rate to account for longer sequence-of-returns risk.

Variable strategies like Guardrails and Variable Percentage Withdrawal tend to outperform fixed strategies in Monte Carlo simulations because they reduce spending during poor market conditions — at the cost of income predictability.

The recommended stack

Tools to get you there.

Affiliate

We may earn a commission if you open an account through these links, at no extra cost to you. We only recommend services we'd use ourselves.

  1. Brokerage

    Fidelity or Vanguard

    Hold your retirement portfolio at a custodian with best-in-class index funds and reliable withdrawal tools.

    Why we recommend it: Low fees in accumulation mean more to withdraw in retirement.

    Compare brokerages
  2. Cash buffer

    High-Yield Savings

    A 1–2 year cash buffer in a HYSA lets you avoid selling during downturns — the #1 sequence-of-returns risk reducer.

    Why we recommend it: Guardrails strategies work better with liquid reserves.

    Compare HYSAs
  3. Tax strategy

    Tax Planning Tool

    Model Roth conversions and tax-gain harvesting to minimize taxes on your withdrawals.

    Why we recommend it: Tax efficiency can add years of longevity to any withdrawal strategy.

    Read the review

Frequently asked.

§ FAQ
01What is a Monte Carlo simulation?

It runs your withdrawal plan through thousands of random market scenarios (based on historical return distributions) to estimate the probability your money lasts through retirement.

02What success rate should I target?

Most financial planners suggest 90–95%. Below 80% means significant risk of running out of money. Above 95% may mean you’re being too conservative and could enjoy more of your wealth.

03Which withdrawal strategy is best?

There is no single best strategy. Fixed withdrawal (4% rule) is simplest. Variable strategies like guardrails adapt to market conditions and generally have higher success rates but less predictable income.

Methodology

How this simulator works.

Monte Carlo Method
We run 1,000 independent simulations. Each year in each simulation draws a random annual return from a normal distribution with the specified mean and ~15% standard deviation (consistent with long-term US equity volatility).
Random Number Generation
Uses the Box-Muller transform to generate normally-distributed random numbers in the browser.
Success Definition
A simulation “succeeds” if the portfolio balance remains above zero at the end of the simulation period.
Guardrails Strategy
Based on the Guyton-Klinger guardrails. Withdrawals are raised 10% when the current withdrawal rate falls below 80% of the initial rate, and cut 10% when it exceeds 120%.
Limitations
This is a simplified model. It does not account for taxes, fees, Social Security, part-time income, or behavioral changes. Results vary due to randomness; run again to see a different set of outcomes.
Embed this calculator

Free to use with attribution.

Paste the snippet below onto any page, blog post, or docs site. The calculator renders inline, works on mobile, and links back to The FIRE Pathway at the bottom. No account, no API key, no ads inside the iframe.

<iframe
  src="https://www.thefirepathway.com/embed/withdrawal-simulator"
  width="100%"
  height="2400"
  style="border:0;max-width:960px;display:block;margin:0 auto;"
  title="Withdrawal Simulator — The FIRE Pathway"
  loading="lazy">
</iframe>

Licensed for free use with the attribution link intact. If you'd like a customized version (different default inputs, white-label theming, or a webhook on result changes), email us at hello@thefirepathway.com.

Financial disclaimer

This simulator is for educational and informational purposes only. Monte Carlo simulations are probabilistic models with significant limitations. Past market behavior does not guarantee future results. This does not constitute financial, investment, tax, or legal advice. Please consult a qualified financial professional (CFP or RIA) before making retirement planning decisions. Read our full disclaimer.