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Stress-test retirement withdrawals, not just average returns

Understand sequence risk with two identical return sets, distinguish steady projections from Monte Carlo results, and test an inflation-linked budget.

Published 2 min read Educational example, not personal advice

In short

  • Once you are withdrawing, the order of returns matters: the same two years leave $91,000 or $92,800.
  • A “perpetual” withdrawal is a limit under constant returns, not a guaranteed safe income.
  • Test lower returns, higher inflation, and a longer retirement one at a time to see which drives a shortfall.
Model steady withdrawals

A withdrawal is a sale of assets, not a guaranteed yield

An SWP is a schedule for taking money from a portfolio. It does not create a guaranteed return, and the withdrawal can include your own capital. Start with essential annual spending less reliable income, then add irregular expenses such as repairs and medical costs. Keep all figures either in today's money or future money when comparing them.

For example, a $500,000 portfolio funding $20,000 in the first year has a 4% initial withdrawal rate. That division is a budget ratio, not evidence that the money will last for life. Longevity, allocation, market outcomes, inflation, taxes, and willingness to reduce spending all matter.

Worked example: the same returns in a different order

Start with $100,000 and withdraw $4,000 at the start of each year. A return of -20% followed by +25% leaves $91,000. Reversing the order to +25% then -20% leaves $92,800. Without withdrawals, both orders return the original $100,000 because 0.8 x 1.25 = 1.

$100,000, withdrawing $4,000 at the start of each year
Order of returnsAfter year 1After year 2
−20%, then +25%$76,800$91,000
+25%, then −20%$120,000$92,800

Same two returns, same withdrawals. Only the order differs.

The difference comes from selling assets before the recovery. This is a deliberately simplified two-year annual example, not the monthly SWP simulation and not a historical backtest. It isolates why an average return cannot describe all retirement outcomes.

Use the steady model and simulation for different questions

The steady SWP calculator is useful for understanding cash-flow arithmetic. Withdrawals occur at the start of the month; the remainder grows at the monthly equivalent of the assumed annual effective return. An annual withdrawal increase can approximate a rising budget. A flat withdrawal may preserve nominal cash flow while buying less each year.

The safe-withdrawal tool solves a mathematical limit under constant returns. Its perpetual result is conditional on those assumptions remaining true. It is not a certified safe rate, a guarantee, or the historical 4% rule. A finite spend-down result also assumes the chosen horizon and leaves no planned capital at its end.

Monte Carlo introduces variable simulated returns and reports the share of modelled paths that fund the selected horizon. That percentage is conditional on the model, the inputs, and the random sample. It is not your personal probability of success, and simulations can miss market regimes or events outside their assumptions.

Turn the projection into a reviewable plan

Compare a lower return, higher inflation, a longer retirement, and a larger spending need separately before combining them. This shows which assumption drives the shortfall. Then test actions you can control: a smaller starting withdrawal, later retirement, more saving, or a clearly defined discretionary spending reduction.

Keep tax and product costs visible. Country-specific withdrawal tax tools cover only the rules they state and are not a complete tax return. A cash bucket can reduce immediate forced sales, but it has an opportunity cost and does not eliminate portfolio risk. Review the plan after material life changes and agree in advance what spending you could reduce during weak markets.

Test it with your own numbers

Sources and scope

The worked examples and interpretations above are original to this site. These resources provide background education; they do not endorse our tools or validate your chosen assumptions.

Found an error? Report a correction on GitHub. Include the page and assumptions, but do not post private financial information.

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