Sequence of Returns Risk:
The Retirement Killer
You can get your average return exactly right and still run out of money. It's not what you earn — it's when.
By Alex Merritt · Updated July 31, 2026
The Flaw of Averages
Here is a fact that surprises almost everyone: for a portfolio you never touch, the order of returns is mathematically irrelevant. Multiplication commutes. A crash-then-boom and a boom-then-crash end at exactly the same dollar, to the penny.
Withdrawals destroy that symmetry. The moment you sell shares every year to live on, early losses do double damage: the market takes its cut, and your grocery bill forces you to sell more shares at depressed prices — shares that are gone forever when the recovery arrives. This is dollar-cost averaging running in reverse.
Sequence of returns risk is the danger of drawing the bad years early. Same average, same plan, wildly different endings — as the next table proves.
Two Retirees, One Average, Opposite Fates
Retiree A and Retiree B each retire with $1,000,000, each withdraw $45,000 in year one, rising 3% a year with inflation. Over 30 years they experience the identical set of annual returns — a three-year crash (−25%, −15%, −5%) and twenty-seven years at +12% — averaging 9.3% for both. The only difference: A retires into the crash; B meets it in years 28–30.
| End of year | Retiree A (crash first) | Retiree B (crash last) |
|---|---|---|
| Year 1 | $716,000 | $1,070,000 |
| Year 2 | $569,000 | $1,146,000 |
| Year 3 | $496,000 | $1,230,000 |
| Year 5 | $503,000 | $1,425,000 |
| Year 10 | $495,000 | $2,119,000 |
| Year 15 | $419,000 | $3,281,000 |
| Year 20 | $213,000 | $5,256,000 |
| Year 25 | Depleted | $8,653,000 |
| Year 30 | Depleted | $6,230,000 |
Retiree A runs out of money in year 23 — age 88 for a 65-year-old retiree — while Retiree B finishes the same 30 years with roughly $6,200,000. Same returns. Same average. Same spending. The order alone decided who went broke.
(Sanity check: with no withdrawals, both portfolios would end at exactly $12,910,000 — the order truly doesn't matter until money starts leaving.)
Now Run It 2,000 Times
The table shows two hand-picked paths. Our simulator runs thousands of randomized sequences with these same assumptions and reports your odds — and how much the guardrails strategy improves them.
Open the Sequence Risk SimulatorThe First Decade Decides
This isn't just a toy example. When Michael Kitces examined every historical U.S. retirement cohort, the correlation between a 30-year retirement's safe withdrawal rate and the first decade of real returns came out around 0.8 — while the correlation with the full 30-year return was less than half that. In plain terms: the opening decade largely writes the ending. And the worst opening decade in U.S. history wasn't 1929 — Depression-era deflation actually cushioned retirees' real spending power — it was 1966: a sideways market colliding with inflation that more than doubled prices over the stagflation decade, eating portfolios from both ends.
That's also the correct way to understand the 4% rule: Bengen's original 1994 study and the later Trinity Study didn't build it from average returns — they found the rate that survived the worst historical sequences. The 4% rule is sequence-risk insurance priced in. It's why the rate looks so conservative next to average returns, and why it stops being safe when the horizon stretches from 30 years to the 50+ that early retirees need.
The practical window: the five years before and the ten after your retirement date. Your portfolio is at its peak, contributions have stopped, and time is shortest. Protect that window and you've beaten most of the risk.
Five Defenses That Actually Work
- Guardrails (flexible spending). The strongest lever. Cut withdrawals ~10% after bad years; raise them after good ones. Turning a fixed drain into a shock absorber raises success odds more than any allocation change — the simulator shows fixed vs. guardrails on identical market paths.
- A cash cushion. One to three years of spending in cash or short-term bonds means a crash year is paid from the cushion, not from selling depressed shares. Refill it in recovery years.
- The bond tent. Enter retirement bond-heavy and let equities rise over time (Pfau & Kitces, 2014). The conservative years shield the fragile first decade; the rising equity share handles the inflation decades that follow. Permanent conservatism just swaps sequence risk for longevity risk.
- One more year. Working a single extra year shortens the horizon, adds contributions, skips a withdrawal, and lets the portfolio grow — the One More Year calculator quantifies how disproportionate the effect is. Retiring into a bear market is the one scenario where delaying pays best.
- Make lemonade: convert in the crash. If you're running Roth conversions anyway, a drawdown year converts the same shares at a discount — the recovery then compounds tax-free. Sequence risk and sweet-spot planning are two halves of the same decade.
Frequently Asked Questions
Does sequence risk matter while I'm still saving?
It flips. During accumulation you're buying shares, not selling them, so a crash early in your career is a gift — decades of cheap purchases. The danger zone is when the portfolio is large and contributions are small relative to it: roughly the last five working years and the first five to ten retired ones, when a crash hits the most dollars with the least time and fewest contributions to heal it.
Is the 4% rule already adjusted for sequence risk?
Yes — that's the whole point of it. Bengen's 1994 study didn't use average returns; it found the withdrawal rate that survived the worst historical 30-year sequences, including retiring into 1929 and into the 1966 stagflation era. That's why 4% is so much lower than historical average returns. It buys sequence protection for 30 years — not for the 50-year horizons early retirees need. And it's a U.S.-history artifact: applied to most other developed markets' histories, 4% would have failed (Pfau, 2010) — American retirees have been lucky, not guaranteed.
When does the danger actually end?
Largely after the first decade. Historically, a 30-year retirement's outcome tracks its first ten years of real returns far more closely (correlation roughly 0.8, per Kitces) than its full 30-year average. If you reach year ten with your portfolio intact in real terms, the remaining risk is dramatically smaller — which is why every defense worth using concentrates on protecting exactly that window.
What withdrawal strategy defends best?
Flexibility beats allocation. Guardrail-style rules — cut spending ~10% after bad years, raise it after good ones — turn a fixed drain into a shock absorber and raise success rates more than any static stock/bond mix, at the cost of variable income. Our sequence-risk simulator models fixed vs. guardrails side by side on identical market paths.
Should I hold more bonds when I retire?
Around retirement, yes — but the surprising research finding (Pfau & Kitces, 2014) is that the glidepath should then reverse: start retirement bond-heavy and let equity exposure rise over time. The bond-heavy years shield the fragile first decade; the rising equity share fights inflation over the remaining decades. A permanent bond-heavy portfolio trades sequence risk for longevity risk.
Does a market crash change the Roth conversion math?
It improves it. Converting after a 30% drawdown moves the same number of shares at a lower taxable value — the recovery then happens inside the Roth, tax-free. For retirees doing conversion ladders or sweet-spot conversions, a crash year is often the single best conversion window they'll get.
Stress-Test Your Plan
2,000 Monte Carlo paths; fixed vs. guardrails, side by side.
4% Rule Calculator →What the classic safe-withdrawal math says for your numbers.
One More Year →How much risk a single extra working year retires.
FIRE Calculator →Longer horizons magnify sequence risk — see yours.
Sources & Further Reading
- Bengen, W. (1994), “Determining Withdrawal Rates Using Historical Data,” Journal of Financial Planning — original paper (PDF).
- Cooley, Hubbard & Walz (1998), “Retirement Savings: Choosing a Withdrawal Rate That Is Sustainable” (the “Trinity Study”), AAII Journal — original paper (PDF).
- Pfau, W. (2010), “An International Perspective on Safe Withdrawal Rates: The Demise of the 4 Percent Rule?,” Journal of Financial Planning — original paper (PDF).
- Kitces, M., “Understanding Sequence Of Return Risk” — kitces.com.
- Pfau, W. & Kitces, M. (2014), “Reducing Retirement Risk with a Rising Equity Glide Path,” Journal of Financial Planning — summary at kitces.com.
- Guyton, J. & Klinger, W. (2006), “Decision Rules and Maximum Initial Withdrawal Rates,” Journal of Financial Planning (guardrails) — explainer at kitces.com.
- Historical inflation — Bureau of Labor Statistics CPI.
For educational purposes only; not financial advice. Rules and figures change — confirm current details with the primary sources above.