Term

Pro-Rata Rule

Published May 7, 2026
Definition

The pro-rata rule (IRC §408(d)(2)) requires that all of a taxpayer's traditional, SEP, and SIMPLE IRAs be aggregated when calculating the taxable portion of any distribution or Roth conversion. The taxable percentage equals (pre-tax balance) ÷ (total IRA balance), and applies regardless of which specific IRA the conversion comes from.

The rule exists to prevent taxpayers from selectively converting only the after-tax portion of their IRAs and avoiding tax on the pre-tax portion. In practice it most painfully traps the 'backdoor Roth' strategy: high-income taxpayers contribute non-deductible (after-tax) dollars to a traditional IRA, then convert immediately to a Roth. With no pre-tax IRA balance, the conversion is essentially tax-free; with pre-tax balance, the conversion becomes pro-rata taxable.

The aggregation includes traditional, SEP, and SIMPLE IRAs across all custodians and all rollover sources. A taxpayer with $100k of pre-tax rollover IRA from an old 401(k) and a $7k after-tax non-deductible contribution attempting a backdoor Roth will be taxed on $100k / $107k = 93.5% of the $7k conversion, or roughly $6.5k taxable. The strategy still works mechanically but the tax cost obliterates the benefit.

The canonical workaround is to roll pre-tax IRA balances into the taxpayer's current 401(k) before doing the backdoor — 401(k)s are NOT included in the IRA aggregation. After the rollover, the only IRA balance is the after-tax contribution, and the conversion is fully tax-free. Not all 401(k) plans accept rollovers, and the rollover itself can have plan-specific quirks, but where it works it cleanly resolves the pro-rata problem.

The rule applies on December 31 of the conversion year. A taxpayer who rolls pre-tax IRAs into a 401(k) on December 30 and does the conversion on December 31 has a clean year-end snapshot and a tax-free conversion — timing matters.

Formula
Pro-rata taxable portion of a Roth conversion
T = (pre_tax / total_IRA) × C
T
= taxable amount of the conversion
pre_tax
= December 31 pre-tax IRA balance (across all traditional/SEP/SIMPLE)
total_IRA
= December 31 total IRA balance (pre-tax + after-tax)
C
= conversion amount
Example
pre_tax=$93,000, total_IRA=$100,000, C=$7,000. T = (93,000/100,000) × 7,000 = $6,510 taxable on what was supposed to be a tax-free backdoor conversion.
Why this matters for synthetic data

Synthetic households doing backdoor Roth strategy testing need realistic pre-tax IRA balances on members, including rollover IRA balances that originated from old employer plans. The 'clean' household (zero pre-tax IRA, can backdoor freely) and the 'trapped' household (significant pre-tax IRA, backdoor is costly) are both important test scenarios; engines that only model one path miss half the user base.

Common pitfalls

  • Computing pro-rata on the conversion-year contribution amount instead of the December 31 IRA total — gives the wrong tax answer.
  • Aggregating Roth IRA balances into the calculation — Roth IRAs are NOT in the §408(d)(2) aggregation.
  • Forgetting that a 401(k)-to-IRA rollover on the same year as a planned backdoor will pollute the IRA balance and trigger pro-rata. Sequencing matters.
  • Assuming inherited IRAs aggregate with the taxpayer's own — inherited IRAs are tracked separately for pro-rata purposes.

Examples

Trapped backdoor (pre-tax IRA exists)

Taxpayer has $93k pre-tax rollover IRA + $7k of just-contributed non-deductible after-tax. Total IRA = $100k. Pro-rata: 93% pre-tax. The $7k Roth conversion is 93% taxable = $6,510 of ordinary income on a $7k 'tax-free' move. Effective tax cost ~24%.

Clean backdoor (after 401(k) reverse-rollover)

Same taxpayer rolls the $93k pre-tax IRA into their current employer's 401(k) on December 30. December 31 IRA balance: $7k of after-tax. Conversion the next day is 0% pre-tax = fully tax-free.

Frequently asked questions

Does the pro-rata rule apply to inherited IRAs?+
No. Inherited IRAs are tracked under their own basis-and-balance ledger and do not aggregate with the taxpayer's own IRAs for §408(d)(2) purposes. They have their own (different) distribution rules and their own pro-rata treatment for the deceased's basis.
Can I avoid pro-rata by only converting from a specific IRA?+
No. The aggregation is tax-entity-wide — every traditional, SEP, and SIMPLE IRA the taxpayer owns counts. The custodian or specific IRA the conversion routes through is irrelevant.
Why are 401(k)s exempt from the aggregation?+
The §408(d)(2) aggregation rule is written narrowly to IRAs only. Qualified plans (401(k), 403(b), 457(b)) are governed by separate code sections. The asymmetry is what the 'roll pre-tax IRA into 401(k)' workaround exploits — and it is intentional in the way Congress wrote the rules, even if the policy result is uneven.