For households with $2M+ in pre-tax IRAs
7 Smart Moves People With $2M+ in Their IRA Are Making in 2026
A large pre-tax IRA looks like a win on a statement. What the statement doesn't show is how much of that balance the IRS already has a claim on: through Required Minimum Distributions, a surviving spouse's bracket, Medicare premiums, and the tax bill your heirs inherit along with the account. These are the seven moves coordinated households are using in 2026 to change that outcome.
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On this page
The bill, itemized
What a $2.5M IRA costs on a do-nothing plan
Think of a large pre-tax IRA as a shared account. Part of it is yours. Part of it is reserved for the IRS, at whatever rate applies when the money finally comes out, on your return, on your surviving spouse's return, and eventually on your heirs' returns. The statement below itemizes that reserved portion for a hypothetical household that does nothing differently between now and the end of the plan.
Lifetime Tax Statement
IRA Millionaire, Do-Nothing Plan
Household, both age 65 in 2026, $2.5M combined pre-tax IRA balance
This bill is optional.
Illustrative example, not a projection for any actual household. Assumes a married couple, both age 65 in 2026, $2.5M combined traditional IRA/401(k) balance growing 6% annually to roughly $4.0M by age 73, RMDs beginning at 73 under SECURE 2.0, one spouse predeceasing the other around age 82 (about 12 years filing single), and the remaining pre-tax balance passing to adult heirs in a blended 32% bracket under the SECURE Act 10-year rule. Based on 2026 federal tax brackets and Medicare IRMAA thresholds. Actual results depend on your balances, brackets, state of residence, and longevity. See full disclosures.
Move 1 of 7
Roth Conversion Laddering
Roth conversion laddering means converting a deliberate, bracket-aware slice of a traditional IRA to Roth every year during the "gap years," the stretch between retirement and age 73 when RMDs haven't started and income is often at its lowest point in decades. Instead of one large conversion, the balance moves over in controlled pieces, each one sized to fill a specific bracket and stop before the next one starts.
The math is straightforward even though the execution isn't. Every dollar converted today is taxed at today's rate. Every dollar left in the IRA is taxed later, at whatever rate an RMD, a widow's bracket, or an heir's bracket happens to be at the time. If today's rate is lower than the rate that dollar would otherwise face, the conversion wins. If it's higher, it doesn't. That comparison has to be run year by year, not decided once and forgotten.
The visual below shows why the window matters. An untouched $2M IRA at 65 keeps compounding, and so does the IRS's implicit claim on it. Every year the conversion is deferred, the account gets larger and the eventual tax bill grows right along with it.
Ages 65–72: What's Happening Inside the IRA
$3.0M
IRA balance at age 72 · 8 years of silent 6% growth
~$842K
IRS's implicit claim at 28% · Growing every year untouched
8 years.
The Roth conversion window runs from retirement to age 72. Every year it goes unused, the IRS's share of a growing account gets larger, and the cost of converting gets higher.
Illustrative: $2M IRA at age 65, 6% annual growth. Tax liability shown at 28% effective rate. Actual rate varies by income and bracket.
Move 2 of 7
Qualified Charitable Distributions (QCDs)
A Qualified Charitable Distribution sends money directly from an IRA to a qualifying charity. If you're 70½ or older, you can direct up to $111,000 (2026 limit, indexed annually) this way, and the amount counts toward satisfying your RMD without ever showing up as income on your return. That's a meaningfully different outcome than writing a check to the same charity and claiming an itemized deduction, because a QCD reduces your Adjusted Gross Income directly, which also helps keep you under IRMAA thresholds and below the income levels that make Social Security more heavily taxed.
QCDs are most useful for households that give to charity anyway. Redirecting that giving through the IRA, rather than from a brokerage account or a paycheck, effectively makes the RMD dollars that would have been taxed at your marginal rate into dollars that are never taxed at all. For a household with $2M+ in pre-tax accounts already giving five figures a year to causes they care about, this is one of the lowest-friction moves on this list.
Move 3 of 7
QLACs (Qualified Longevity Annuity Contracts)
A Qualified Longevity Annuity Contract lets you move a portion of a traditional IRA, up to $220,000 for 2026, into an annuity that doesn't start paying income until later, as late as age 85. The key mechanical benefit: the dollars inside a QLAC are excluded from the RMD calculation entirely until the contract starts paying out. That shrinks the balance the IRS uses to compute your RMDs during your 70s and early 80s, which lowers the RMD itself, the IRMAA exposure that comes with it, and the taxable income that gets stacked on top of Social Security.
A QLAC isn't primarily a tax play, though. It's longevity insurance first, and a smaller current-year RMD second. It works best for households who are less concerned about liquidity on that slice of the account and more concerned about guaranteed income if they live well into their 90s, since the deferred payout is structured to start exactly when other income sources are more likely to be running thin.
Move 4 of 7
IRMAA and Medicare Bracket Management
Medicare Part B and Part D premiums increase in tiers based on your Modified Adjusted Gross Income from two years earlier. Cross a tier threshold by even a dollar, and the higher premium applies to the entire year, for both spouses, not just on the income above the threshold. This is a cliff, not a slope, and RMDs are one of the most common ways households get pushed over one without realizing it until the premium notice arrives.
Because IRMAA looks back two years, the income that determines next year's premium is often already locked in by the time you'd want to react to it. Managing IRMAA well means projecting MAGI forward, including RMDs, Roth conversions, and any one-time income events, and deliberately keeping distributions below the nearest tier boundary rather than only watching the tax bracket.
2026 IRMAA Tiers: Married Filing Jointly · Part B + Part D Combined
Base
Tier 1
Tier 2
Tier 3
Tier 4
Tier 5
$1 over.
IRMAA is cliff-based, not phased. One dollar above a tier threshold triggers the full surcharge for that entire tier. A $218,001 MAGI costs $1,148/yr more than a $217,999 MAGI. Planning to the tier boundary, not just the income tax bracket, is the work.
2026 IRMAA figures. Part B + Part D combined surcharges for married filing jointly. Single filer thresholds approximately half of MFJ. Subject to annual CMS adjustment. Source: Centers for Medicare & Medicaid Services.
Move 5 of 7
The Widow's Penalty
When one spouse dies, the survivor moves from filing Married Filing Jointly to Single, typically starting the year after death. The federal tax brackets for a single filer are roughly half as wide as the brackets for a married couple, and the IRMAA thresholds compress the same way. The RMD on the same account doesn't shrink just because one spouse is gone. The result is the same dollar of income taxed at a meaningfully higher marginal rate, arriving at exactly the point in life when the surviving spouse has the least capacity to absorb a surprise.
This is a predictable event, which is exactly why it's planning-able. Reducing the pre-tax balance before death, through conversions, QCDs, or QLACs, shrinks the RMD the survivor will face as a single filer. Holding a larger share of assets in Roth accounts before the first spouse passes gives the survivor tax-free income to draw from instead of pre-tax dollars stacked on top of an already compressed bracket.
Same Income. Filing Status Changed. Tax Rate Jumped.
MFJ: While David Was Alive
$28,100
Federal tax on $148K
Single Filer: After David Dies
$33,800
Same income, higher tax
+$5,700/yr
Additional federal tax Susan pays per year: same income, different filing status. Over 5 years: $28,500 extra. IRMAA thresholds for single filers also halve, compounding the impact.
Based on 2026 federal tax brackets. Income figures illustrative. IRMAA single filer threshold $109,000 vs $218,000 MFJ.
Move 6 of 7
Beneficiary Architecture for the SECURE Act 10-Year Rule
Under the SECURE Act, most non-spouse beneficiaries, including adult children, must fully distribute an inherited traditional IRA within 10 years of the original owner's death. There's no stretch option for most heirs anymore. If the account is still largely pre-tax when it passes, every distribution during that 10-year window is taxed at the heir's ordinary income rate, and heirs are frequently in their peak earning years exactly when they inherit, which is close to the worst possible time to add six figures of ordinary income.
"Beneficiary architecture" means deciding, in advance, how much of the account should remain pre-tax versus how much should be converted to Roth before it passes, how the account is titled, and whether a trust is appropriate for control purposes. A Roth IRA inherited under the same 10-year rule still has to be emptied within 10 years, but the distributions come out tax-free, which changes the entire calculation for a working-age heir.
The Inherited IRA: Statement Value vs. After-Tax Reality
IRA STATEMENT VALUE
$1,800,000
All pre-tax. SECURE Act 10-year rule. No stretch. Distributed at heirs' peak income.
→
WHAT THEY KEEP
~$1,188,000
After ~34% blended tax on distributions stacked on $175K+ salaries over 10 years.
$612,000 to the IRS, not from bad investments or poor saving. From 40 years of pre-tax deferral meeting the SECURE Act's 10-year rule at the worst possible time. Converting $600K to Roth at 22% during the gap years would have cost ~$132K. The children would have inherited that $600K tax-free. The math favors conversion by over $480,000 on that slice alone.
Illustrative. 34% blended effective rate on $900K per child distributed over 10 years stacked on $175K base salary. SECURE Act 10-year rule for non-spouse beneficiaries (post-2019 deaths).
Move 7 of 7
Withdrawal Sequencing Across Account Types
Most retirees hold three kinds of accounts: tax-deferred (traditional IRA, 401(k)), tax-free (Roth), and taxable (brokerage). Where a withdrawal comes from in any given year changes the tax outcome substantially, even when the dollar amount needed is identical. Pulling from a Roth account produces no taxable income at all. Pulling from a brokerage account can produce capital gains, taxed at lower rates than ordinary income. Pulling from a traditional IRA produces ordinary income that stacks on top of Social Security, and once RMDs start, that stacking happens automatically whether it's convenient or not.
Sequencing well means deciding, before the year starts, how a given income need should be split across those three buckets to land in a target bracket, stay below an IRMAA threshold, and avoid pushing Social Security into its most heavily taxed range. It's the connective strategy that ties the other six moves together: every conversion, QCD, and QLAC decision changes what the ideal sequencing looks like the following year.
David & Susan's Income at Age 73: What Stacked on What
Social Security
Investment income
RMD (forced)
Combined taxable income: Age 73
85% of SS federally taxable · IRMAA triggered · 22–24% bracket
$181,208
$28,400
Est. federal tax this year · After $32.2K standard deduction
$2,300/yr
IRMAA surcharge added · MAGI exceeds $218K threshold
Illustrative. RMD on $3M IRA at age 73 using IRS Uniform Lifetime Table divisor 26.5. 2026 MFJ brackets, $32,200 standard deduction applied. IRMAA Tier 1 MFJ threshold $218,000.
Deferral vs. control
Two paths from the same $2M IRA
The table below lines up all seven moves against a single timeline, comparing a household that lets the IRA ride untouched against one that works these moves deliberately, phase by phase, from retirement through the eventual inheritance.
Two Paths from Retirement: Deferral vs. Control
IRA grows untouched. No conversions. Feels good: no tax bills.
Future liability compounds silently$80–$100K/yr Roth conversions. Filling 22% bracket deliberately.
$640K+ shifted to Roth at low ratesRMD: $113K mandatory. Stacks on SS. IRMAA triggered. No options left.
Tax rate now set by IRSRMD: ~$48K (smaller IRA). QCDs cover part. IRMAA managed below threshold.
Income controlled, bracket managedSurviving spouse files single. Same income, higher bracket. IRMAA worsens.
Widow's penalty hits full forceRoth assets cushion filing status change. Lower pre-tax balance means lower RMD impact.
Widow's penalty partially absorbedHeirs inherit $1.8M pre-tax IRA. 10-year forced distribution at 32–35%.
$612K to IRS on inheritanceHeirs inherit mix of Roth + smaller pre-tax. Tax-free Roth inherited with no RMD.
Legacy preserved, tax-efficientlyBoth scenarios start with $2M IRA at age 65. Deferral path: IRA untouched until 73. Control path: $90K/yr Roth conversions ages 65–72. All figures illustrative: 2026 brackets, IRS Uniform Lifetime Table.
Common mistakes
Where households with $2M+ IRAs usually go wrong
Treating these seven moves as independent choices. A Roth conversion changes next year's IRMAA exposure. A QLAC changes the RMD base a QCD is calculated against. None of these decisions should be made in isolation from the other six.
Waiting until age 73 to start. By the time RMDs are mandatory, the biggest lever, converting in low-income years before forced withdrawals begin, is already gone. Most of the available savings on this page come from decisions made in the five to ten years before RMDs start, not after.
Modeling only the couple's lifetime, not the survivor's. A plan that looks efficient on a joint return can look very different the year one spouse files single. The widow's penalty should be planned for now, not discovered later.
Ignoring the heir's tax bracket entirely. The SECURE Act 10-year rule means an heir's bracket, not yours, often determines the final tax cost of a pre-tax IRA. That bracket is knowable in advance and worth planning around.
Frequently asked questions
Frequently Asked Questions
Who are these seven moves actually for?
Households age 55 and up with $2M or more concentrated in traditional IRAs, 401(k)s, or other pre-tax retirement accounts, especially those within about ten years of Required Minimum Distributions starting at age 73. The larger the pre-tax balance, the larger the tax exposure these moves are built to manage.
Do I need to do all seven moves?
No. Most households benefit from three or four of the seven, depending on whether they're charitably inclined, whether longevity risk is a concern, how their accounts are titled for heirs, and how many working years remain before retirement income drops. The point is to know which ones apply, not to do all seven by default.
Is a Roth conversion always the right move for a large IRA?
Not always. A conversion makes sense when it fills a lower tax bracket than the one you expect to be forced into by future RMDs. Converting into a higher bracket than your projected RMD bracket usually costs more than it saves. It has to be modeled year by year, not done as a single lump-sum decision.
What is the QLAC limit for 2026?
For 2026, you can move up to $220,000 (indexed annually) from a traditional IRA into a Qualified Longevity Annuity Contract. That amount is excluded from the RMD calculation until the annuity income starts, which can be deferred as late as age 85.
How does the widow's penalty actually happen?
When one spouse dies, the survivor typically files as a single taxpayer the following year. The same household income, including RMDs, now lands in single-filer brackets, which compress to about half the width of the married-filing-jointly brackets. Medicare IRMAA thresholds compress the same way. The result is a higher marginal tax rate on identical income.
What happens to my IRA under the SECURE Act 10-year rule?
Most non-spouse beneficiaries, including adult children, must fully distribute an inherited traditional IRA within 10 years of the original owner's death. There's no stretch option in most cases. If the account is still largely pre-tax when it passes, the distributions are taxed at the heir's ordinary income rate, often during their own peak earning years.
Are these numbers guaranteed to apply to my situation?
No. Every figure on this page is an illustrative example built on stated assumptions: a hypothetical household, current tax law, and a set of growth and longevity assumptions. Your actual numbers depend on your balances, brackets, state of residence, and timeline. See our full disclosures for more detail.
Where this fits in the bigger picture
These seven moves don't exist in isolation. They sit inside the same coordinated retirement tax strategy as RMD planning, IRMAA management, and Social Security claiming timing. Optimizing one at the expense of another is the most common mistake, and it's the one that costs the most in hindsight.
Find out which of these seven moves apply to you
Singh PWM is a flat-fee CFP® and Enrolled Agent practice. The Strategic Fit Interview is 30 minutes: we walk through your accounts, your timeline, and the projected tax impact of your current trajectory, then discuss what a coordinated plan could look like for your household specifically.
No commitment. No sales agenda. 30 minutes.
Raman Singh, CFP® & Enrolled Agent · Flat-Fee Fiduciary