
Two people retire with the same million dollars, spend the same amount each year, and live the same length of time. One pays tens of thousands more in tax than the other. The difference isn't returns or luck. It's which account each of them drew from, and in what order, in the years nobody was watching.
The old rule of thumb goes: spend taxable accounts first, tax-deferred second, Roth last. It's a decent default and it's wrong often enough to cost you real money. Understanding why takes about fifteen minutes, and it's probably the highest-paid quarter hour of your retirement.
Three buckets, three tax treatments
Taxable accounts. Your brokerage account, your savings, the CDs. You already paid income tax on the money that went in. When you sell something, you owe tax only on the gain, and if you've held it more than a year, that gain is taxed at long-term capital gains rates, which are lower than ordinary income rates. Dividends and interest get taxed as they come in whether you spend them or not.
Tax-deferred accounts. Traditional IRA, 401(k), 403(b), most pensions. Nothing was taxed going in. Every dollar coming out is taxed as ordinary income, at your regular rate. This is the IRS's account as much as yours; you're just holding it for them and you don't yet know what percentage they'll claim.
Roth accounts. Taxed going in, nothing coming out. Qualified withdrawals are free of federal income tax. There are no required distributions during your lifetime, and money left to your children comes out tax-free for them, though they'll have to empty the account within ten years under current rules.
Those three behave so differently that the same $60,000 of spending can produce anywhere from almost no tax bill to a large one, depending entirely on where it came from.
Why the default order exists
Spending taxable money first lets the tax-deferred and Roth accounts keep compounding untouched. Withdrawals in those early years are mostly return of your own basis plus some long-term gain, so the tax rate is low. It's a reasonable instinct.
The problem is what it sets up. If you leave the traditional IRA alone from 62 to 73, it grows. Then required minimum distributions start, Social Security is already running, and suddenly you're forced to pull large sums out at ordinary income rates whether you need the money or not. People who were careful savers are the ones most likely to get hit. You did everything right for thirty years and the reward is a mandatory income stream you didn't ask for, taxed at a higher rate than you'd have paid voluntarily a decade earlier.
Required minimum distributions currently begin at 73 for most people, rising to 75 later this decade under the SECURE 2.0 law. Check where you fall, because the year matters.
The gap years are the whole game
The window between the day you stop working and the day Social Security and RMDs both switch on is the most valuable tax planning period of your life. Your earned income is gone. Your taxable income might be close to nothing. And the brackets are sitting there unused.
Unused brackets don't roll over. Every year you take a standard deduction and pay nothing, you've left room on the table that you could have filled at 10% or 12% instead of paying 22% or 24% on the same dollars later.
So the more sophisticated approach is this: don't ask "which account first?" Ask "how much ordinary income should I recognize this year, and where do I stop?"
You pick a ceiling — the top of the 12% bracket, say, or the top of the 22% if your IRA is large. You fill up to that line with traditional IRA withdrawals or Roth conversions. If that covers your spending, fine. If you need more, you take the rest from taxable or Roth so it doesn't push you into the next bracket.
That's it. That's the technique. Blending withdrawals to hit a target, rather than emptying one bucket before touching the next.
Roth conversions, without the hype
A Roth conversion moves money from the traditional IRA to the Roth and you pay ordinary income tax on the amount converted this year. You're volunteering to pay tax early in exchange for never paying it on that money again.
It makes sense when your rate today is lower than the rate you expect later. Gap years qualify. So does any year with unusually low income — a sabbatical, a business loss, a year with heavy deductible medical expenses.
Pay the conversion tax from taxable money, not from the converted amount. Paying it out of the IRA defeats a good part of the benefit.
And convert in modest annual slices rather than one heroic transfer. One large conversion can shove you through two brackets and into surcharge territory in a single year.
The thresholds that bite
Several things in the tax code don't phase in smoothly. They step. Cross the line by one dollar and the cost lands in full.
Social Security taxation. Depending on your provisional income, up to 85% of your benefit becomes taxable. Because the calculation counts other income, pulling an extra $1,000 from the IRA can make another chunk of your Social Security taxable too, so your effective rate on that $1,000 is far above the bracket you think you're in. Some people call this the tax torpedo. It's real and it catches middle-income retirees hardest.
Medicare IRMAA. Higher-income retirees pay surcharges on Part B and Part D premiums. The surcharge is a cliff, not a ramp, and it's based on your tax return from two years earlier. A big Roth conversion at 63 shows up as a higher premium at 65. Plan around the lookback.
The 0% capital gains bracket. If your taxable income is low enough, long-term gains are taxed at zero federally. In a very low-income year you can harvest gains deliberately, reset your cost basis higher, and pay nothing. Convert Roth in some years, harvest gains in others. You usually can't do both well in the same year.
Filing as a single. When one spouse dies, the survivor moves to single brackets with roughly half the thresholds, often on most of the same income. Married couples with large IRAs should factor this in while both are alive. It's an unpleasant thing to think about and it's exactly the sort of thing a good plan handles quietly in advance.
Where charity fits
If you're 70½ or older, a qualified charitable distribution lets you send money straight from your IRA to a charity. It never shows up as income, which means it doesn't touch your Social Security calculation or your Medicare premium. For anyone who gives regularly and takes the standard deduction, that's a better route than writing a check.
Appreciated stock held over a year works the same way for taxable accounts. Give the shares, skip the gain.
Practical sequence for a normal year
- Hold one to two years of spending in cash so you're never forced to sell in a bad market.
- Take dividends and interest in cash rather than reinvesting them. You need the income anyway.
- Set your ordinary income target for the year before January, not in December.
- Fill it with IRA withdrawals or conversions, then top up spending from taxable or Roth.
- Recheck in November, when you know most of your actual numbers.
Get a CPA or a fee-only planner to run a multi-year tax projection, not a single-year return. Ask for it by name. Plenty of preparers will file last year accurately and never once tell you what next year could look like, and the difference between those two services is where all the money is.
Your children will inherit whichever bucket you didn't spend. Choosing that on purpose is the last financial decision you make, and you get to make it now.
Ray Okonkwo
Money & Business
Former commercial banker turned small-business owner. Covers salary, credit, margins and the arithmetic nobody does before signing.
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