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Marcus, 55North Carolina

Marcus starts the bridge with $1,250,000 in traditional accounts, $180,000 in Roth accounts, and $220,000 in taxable accounts.

Existing fixture · computed at build time by shipped engines

Portfolio
$1,685,000
Monthly spending
$7,200
Historical survival
72%
Windows survived
83 of 115

What does a Roth ladder change in the picture?

A ladder changes where money sits and when taxable income appears. This fixture supplies the account balances but no annual conversion schedule, so this article does not invent a conversion amount. It shows the exact starting pools: $1,250,000 traditional, $180,000 Roth, and $220,000 taxable.

How resilient is the underlying bridge?

The canonical drawdown plan survives 83 of 115 historical windows, producing a floored 72% result. 32 complete windows finish depleted.

Where does the stress test bend?

The lower historical band records depletion at age 73. The median tested spending reduction across failed windows is 14%. Those outputs describe the stress test; they do not prescribe a conversion or spending choice.

These are Marcus’s fixture results. RunwayFI recomputes the same engines from each household’s facts and plan assumptions.

RunwayFI provides educational planning estimates, not financial advice. Consult a qualified professional before making financial decisions.