Sequence of return risk is the danger that a market fall early in retirement, while you're withdrawing, permanently shrinks your corpus even if long-run returns average out. For NRIs retiring in India it bites harder, because RNOR tax planning pushes the biggest withdrawals into those same early years. The fix starts with separating two decisions.
How sequence of return risk works
While you're still saving, an early crash hurts less than it looks, because every new contribution buys at lower prices. Once you start withdrawing, the maths flips. Each dollar you take out of a fallen portfolio is sold cheap, and it isn't there when the market recovers.
Same average return, a very different ending
Worked example (illustrative returns, not a forecast)
Ravi retires to India at 55 with $800,000 in a rollover IRA. He withdraws $40,000 at the start of each year, a 5% starting rate, held flat to keep the maths simple.
- Bad years first: -20%, -10%, +5%, +15%, +25%. After five years he has $603,717.
- Good years first: the same five returns in reverse. After five years he has $700,114.
Both paths average 3% a year, yet timing alone costs Ravi about $96,400. If both portfolios then earn a steady 5% for 25 more years with the same withdrawals, the first ends near $39,900 and the second near $366,300.
Nothing about Ravi's investments changed between the two paths. Only the calendar did.
| Year | Bad years first | Good years first |
|---|---|---|
| 0 | $800,000 | $800,000 |
| 5 | $603,717 | $700,114 |
| 10 | $538,437 | $661,466 |
| 20 | $348,786 | $549,187 |
| 30 | $39,864 | $366,296 |
Why the first decade carries most of the risk
A loss does the most harm when the portfolio is at its largest and withdrawals are just starting. Each dollar sold in a down year misses the rebound. Ten years in, a bad year still stings, but fewer years remain for it to compound against you.
Why retiring in India makes the risk sharper
Two things change when your retirement starts with a move from the US: the tax calendar and the currency you spend in.
The RNOR window pulls withdrawals into the riskiest years
RNOR (resident but not ordinarily resident) status under Section 6 of the Income-tax Act keeps foreign income you receive abroad out of India's tax net. It often lasts two to three financial years after you return, depending on your day counts.
That's why the standard advice is to plan your RNOR window around your largest 401(k) and IRA withdrawals.
A request I hear from clients planning the move is to sell the whole 401(k) in the first two years to escape tax. If markets fall then, that plan sells the most stock at the worst prices. The tax saving is real, but the market loss can be bigger.
I treat these as two separate decisions:
- How much leaves the IRA each RNOR year is a tax decision.
- What you sell inside the IRA to fund it is an investment decision, and it's yours to make. Trades inside an IRA aren't taxed, so after a bad year you can sell bonds and leave stocks alone.
Money that leaves the IRA doesn't have to leave the market either. What you don't need to spend can be reinvested. RNOR also removes India tax only: as a non-resident alien, your custodian withholds 30% by default on a lump-sum distribution, which is one reason periodic 401(k) withdrawals often beat one large cash-out.
Your spending is in rupees, your corpus is in dollars
A retiree in India drawing on a US portfolio carries a second sequence: the exchange rate on the day each withdrawal is converted. A weaker rupee raises the rupee value of every dollar you convert. A stronger rupee in the same year US markets fall does the reverse, and the two losses stack.
Rupee costs also rise on their own path. India's official target is 4% CPI inflation with a tolerance band of 2% to 6%, retained through March 2031, which is double the US Federal Reserve's 2% goal. A withdrawal plan built on US inflation assumptions can understate how fast your rupee spending grows.
Is a 4% safe withdrawal rate right for retirement in India?
Usually not as a starting point. Morningstar's 2025 research puts the highest safe starting withdrawal rate at 3.9%, for a 30-year retirement with a 90% chance the money lasts and 30% to 50% in equities.
Retire to India at 50 or 55 and your horizon can run 35 to 40 years, which supports a lower rate, not a higher one. That's one reason the corpus you need for India works out at 33 to 40 times annual spending rather than the US rule of thumb of 25.
Who this applies to
Sequence risk hits anyone who sells investments to pay for retirement, but the NRI version lands harder on some readers than others:
- H-1B, L-1 and other visa holders who become non-resident aliens after the move and live off a 401(k) or IRA. You face the RNOR pressure and the 30% default withholding together.
- Green card holders and US citizens. The market risk is identical. RNOR still shields the India side, but the US keeps taxing your worldwide income, so the tax case for front-loading is weaker.
- Retirees with guaranteed income. If a pension, annuity, rent or Social Security covers your essential spending, you sell less in a downturn and the risk shrinks.
It doesn't apply in the same way if you're still working in India and adding to your savings. An early fall then works for you, because you're buying, not selling.
What to do about it: a retirement income planning sequence
No single product removes this risk. The best retirement plan for NRIs is the mix of accounts and income you can draw on without selling stocks in a bad year. In practice, I'd run it in this order:
- Build a two to three year spending reserve before you move. Hold it in cash, short-term Treasuries or a bond fund inside the IRA, so the first RNOR withdrawals don't depend on stock prices. If you want part of it in dollars in India, an FCNR deposit opened while you're an NRI can run to maturity after you return.
- Set each RNOR year's withdrawal amount by tax. Work out what you can take out at the lowest combined US and India cost.
- Choose what to sell by market conditions. Sell bonds or draw the reserve after a down year, and sell stocks after a good one.
- Reinvest what you don't need yet. A withdrawal moves money out of the tax wrapper, not necessarily out of growth assets.
- Agree a spending guardrail in advance. For example, skip the inflation increase or trim travel in any year your portfolio ends down.
- Refill the reserve in good years. Trim stocks after strong years to top it back up.
The judgement call that needs a professional is step 2: sizing each RNOR-year withdrawal against US withholding, your later ROR tax bracket in India and the size of your reserve.
Where to start
Before you book the move, count how many years of spending you could fund without selling a single share, and build that to at least two. I'd settle this before your RNOR withdrawals, because the reserve keeps that plan safe in a bad market. InvestMates can model both together, year by year.
Frequently asked questions
During what timeframe is sequence of return risk highest for retirees?
Sequence of return risk is highest in the last few years before you retire and the first five to ten years after, when your portfolio is near its largest and withdrawals are starting. For an NRI moving to India at retirement, that window often overlaps the RNOR years, so the two need planning together.
What is the safest investment with the highest return for retirement?
No retirement investment is both the safest and the highest returning, because higher expected returns come with bigger falls. Split the job instead: two to three years of spending in cash or short-term bonds, the rest in growth assets with time to recover. For dollar savings, compare FCNR deposits and US Treasuries after tax.
Should NRIs withdraw their entire 401(k) during the RNOR window?
NRIs shouldn't withdraw their entire 401(k) during the RNOR window by default. RNOR status removes India tax on withdrawals received abroad, but emptying the account fast sells stocks at whatever price the market offers. I'd usually withdraw what the tax plan supports and fund it from bonds or cash.
Does a bucket strategy remove sequence risk for NRIs retiring in India?
A bucket strategy reduces sequence risk for NRIs retiring in India, but it doesn't remove it. Two or three years of cash and bonds lets you avoid selling stocks after a fall. A downturn that lasts longer still forces hard choices, which is why a spending guardrail matters too.