A retired executive sitting on $7 million across a traditional 401(k), a Roth 401(k), and a taxable brokerage has a problem most savers would envy: pulling enough to fund the lifestyle without triggering the 37% top federal bracket. The math is not automatic. Two retirees with identical balances can land in completely different brackets depending on which account they tap and when.
The scenario shows up constantly on forums like Bogleheads and the r/financialindependence subreddit, where high earners ask the same question every December: how do I get $400,000 of spending out of my portfolio without handing back a third of the next dollar?
The setup at a glance
- Age 65, retired, filing single
- $4 million traditional 401(k), $1.5 million Roth 401(k), $1.5 million taxable brokerage
- Target cash flow: roughly $420,000 a year
- Goal: stay under the $640,600 single-filer threshold for the top bracket
The one number that drives the whole plan
The decisive variable is which dollars count as taxable income.
A Roth 401(k) withdrawal is invisible to the IRS. A traditional 401(k) withdrawal is fully taxable. Qualified dividends sit in their own preferential lane. Social Security is taxed on up to 85% of the benefit.
Run the executive’s $420,000 plan through that filter: $200,000 from the Roth 401(k) drops out entirely. $62,000 in Social Security (delayed to 70 for the maximum) contributes about $52,700 to AGI. $100,000 from the traditional 401(k) and $60,000 in qualified dividends round it out.
AGI lands near $212,700. After the $16,100 standard deduction plus the $2,050 senior add-on, taxable income is roughly $194,550. That sits just below the 32% bracket, which starts at $201,775 for singles in 2026. Federal tax comes in around $40,000 to $42,000, an effective rate near 10% on $420,000 of spending.
One piece that makes this work: since 2024, Roth 401(k)s no longer carry required minimum distributions. That change, made permanent by SECURE 2.0, means the $1.5 million Roth balance stays a fully discretionary spigot.
The three levers that actually move the outcome
- Roth-heavy withdrawals to control AGI. Every dollar pulled from the Roth 401(k) instead of the traditional one keeps reported income lower. This is the single biggest lever in the plan. Without the Roth bucket, the same $420,000 of spending would push taxable income well past $300,000 and start eating into the 35% bracket.
- Delayed Social Security as bracket insurance. Waiting until 70 adds about 8% per year in guaranteed income, but the bigger benefit here is timing. From 65 to 70, the retiree can do Roth conversions or draw down the traditional 401(k) in the 22% to 24% brackets before Social Security stacks on top.
- State of residence. Federal planning is only half the bill. Florida, Texas, Tennessee, Wyoming, South Dakota, and Alaska impose no state income tax. A New York or California retiree pulling the same $420,000 could lose another $20,000 to $35,000 to state coffers.
What to act on first
The mistake that quietly costs retirees the most is letting the traditional 401(k) grow untouched until age 73, when RMDs force large withdrawals on top of Social Security. By then, the bracket math is fixed.
The window from retirement to RMD age is where bracket arbitrage actually happens.
Fill the 22% and 24% brackets with traditional withdrawals or Roth conversions now. Reserve the Roth 401(k) for the years when extra income would tip into 32% or 35%. A current 5-year Treasury near 4.2% also makes it reasonable to park near-term spending in fixed income rather than selling equities and realizing larger gains. The plan is boring on purpose. That is the point.