The three-bucket 401(k) withdrawal strategy that can save retirees six figures in taxes

A 66-year-old couple needing $120,000 a year to live faces a costly choice: pulling all $120,000 from the 401(k) feels simple but triggers a tax cascade. Over 25 years, bracket creep, Social Security taxation, and Medicare surcharges compound into six figures of avoidable tax.

The fix is a tax-bucket withdrawal sequence: pre-tax, Roth, and taxable. Each is taxed differently. Mixing them on purpose keeps ordinary income low enough to dodge the cascade that hits between roughly $103,000 and $250,000 of modified AGI.

The Cascade Nobody Plans For

Every traditional 401(k) dollar lands as ordinary income. That income fills the 2026 married-filing-jointly brackets, which jump from 12% at $24,800 to 22% at roughly $100,800 and 24% at roughly $211,400. It pushes up to 85% of Social Security benefits into taxable income. And via a two-year lookback, it can trigger IRMAA, the Medicare premium surcharge that kicks in when MFJ MAGI exceeds $218,000 and adds as much as $487 per month, per spouse, to Part B costs alone.

A 22% bracket retiree who trips both Social Security taxation and the first IRMAA tier faces an effective marginal rate near 40% on the next dollar withdrawn. Pulling from one bucket guarantees a walk straight into it.

How the Three Buckets Work

1. Pre-tax (Traditional 401(k)/IRA). Every withdrawal is ordinary income and counts toward IRMAA and Social Security thresholds. RMDs eventually force you to drain this bucket starting at age 73.
2. Roth. Qualified withdrawals are tax-free and invisible to MAGI. They do not push Social Security into taxation and do not count for IRMAA.
3. Taxable brokerage. Only the gain is taxed, and long-term capital gains are taxed at 0%, 15%, or 20% on a separate ladder from ordinary income. In 2026, a married couple with taxable income under $98,900 pays 0% on long-term gains.

The Math on $120,000 of Spending

All-401(k) version: withdraw $120,000 from the traditional account. After the $32,200 standard deduction, taxable income is about $87,800. Federal tax lands near $10,000. Once Social Security and RMDs kick in at 70 and 73, the same $120,000 of spending sits on top of $50,000 of benefits and a forced RMD exceeding $60,000. The couple enters the 24% bracket, pays tax on 85% of Social Security, and writes IRMAA checks of several thousand dollars annually.

Bucket version: take $70,000 from the 401(k), $30,000 from the taxable account (cost basis covers half, so $15,000 is a long-term gain taxed at 0%), and $20,000 tax-free from the Roth. Ordinary income is $70,000, taxable income drops below $40,000 after the standard deduction, and federal tax falls to roughly $4,000. The lower pre-tax draw shrinks the future 401(k) balance, which shrinks future RMDs, keeping the couple below the first IRMAA tier even after Social Security starts.

Partial Roth conversions in gap years between retirement and RMDs amplify this. Filling the 12% bracket with conversions up to roughly $100,800 of MFJ taxable income moves money out of the bucket that triggers the cascade and into the one that defuses it.

What Changes in 2026

Several rules shifted this year for anyone still building these buckets. The standard 401(k) catch-up for savers 50 and older rises to $8,000 on top of the $24,500 base, for a $32,500 total. Workers ages 60 to 63 get a super catch-up of $11,250 in place of the standard catch-up, pushing the ceiling to $35,750. And those 50 or older who earned more than $150,000 in FICA wages during 2025 must now route their entire catch-up contribution into a Roth 401(k). That requirement forces high earners to build the Roth bucket the withdrawal strategy depends on.

Retirees 65 and older also have a new deduction to track. The One Big Beautiful Bill Act created a temporary $6,000 senior bonus deduction, available through 2028 whether you itemize or take the standard deduction, that phases out above $150,000 of MAGI for married couples. For a couple just entering retirement, this deduction effectively expands the income runway below the 22% bracket before any withdrawal planning even begins.

On the fixed-income side, cash for the short-term bucket is still paying. The Fed's target range sits at 3.50% to 3.75%, with the effective rate near 3.63%, and money market yields track close to that level. The 5-year Treasury yields approximately 4.3% and the 10-year approximately 4.6%, enough to cover a 3% to 4% withdrawal rate from the intermediate bucket without touching equities in a down year.

Three Moves to Make This Quarter

1. Map your buckets by tax treatment. Tally pre-tax, Roth, and taxable balances side by side. If pre-tax exceeds 75% of the total, the cascade is already a problem and Roth conversions before age 73 should start this year.
2. Size next year's withdrawal to the 12% bracket ceiling. For 2026, MFJ taxable income up to roughly $100,800 stays in the 12% bracket. Fill that with traditional withdrawals or conversions, then cover the rest of spending from Roth or taxable.
3. Watch the first IRMAA tier two years before you need to. Medicare uses a two-year lookback, so 2026 income shows up on 2028 premiums. If a planned conversion would push MAGI above $218,000 for married filers, split it across two tax years.

The three-bucket sequence keeps ordinary income off the cliffs that turn a 22% bracket into a 40% effective rate. Done across a 25-year retirement, the difference compounds into the same six figures most retirees assume only a market move can deliver.

Editor's note: This update corrects the 2026 IRMAA first-tier threshold for married filers from roughly $212,000 to $218,000, refreshes the 0% long-term capital gains ceiling for MFJ filers from roughly $96,000 to $98,900, and updates the 10-year Treasury yield from 4.5% to approximately 4.6%. It also adds context on the new One Big Beautiful Bill Act senior bonus deduction of up to $6,000 for retirees 65 and older, and corrects the Fed funds rate description to the current target range of 3.50% to 3.75%.

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