Introduction
The 4% rule is the cornerstone of the FI movement—a simple rule of thumb (or heuristic) to calculate how much you need to retire. It's easy to see why it's so popular: it's straightforward, intuitive, and provides a tangible target for those pursuing financial independence.
At MoneyOnFIRE, we love the simplicity of the 4% rule. However, we found it has serious shortcomings, especially when applied to real-life finances. In particular, it doesn't account for the tax treatment of different accounts—leading to underestimated FI numbers.
That's why we've replaced it with a more sophisticated calculation. In this post, we'll break down what the 4% rule is, where it shines, where it falls short, and how MOF calculates a more accurate number.
What Is the 4% Rule?
The 4% rule, based on the Trinity Study, is a guideline suggesting you can safely withdraw 4% of your investment portfolio annually in retirement without running out of money. For example:
If you have $1 million in FI assets, you could withdraw $40,000 per year forever (4% of $1M).
Why We Love the 4% Rule
- Simplicity: It's easy to understand and apply. It gives people a clear and tangible target to shoot for.
- Historical evidence: The rule is grounded in historical market performance, making it a reasonable estimate for many scenarios.
Where the 4% Rule Can Fall Short
The 4% rule is a solid starting point, and many people apply it successfully — sometimes with a rough heuristic for taxes (e.g. grossing up by 20–30%). But when applied without accounting for taxes at all, or with only a flat estimate, the gap between the rule's output and what you actually need can be significant:
- Tax implications vary widely: Different accounts are taxed differently, and your location in retirement also affects your tax burden. A flat heuristic can get you in the ballpark, but calculated taxes based on your actual account mix are more reliable.
- Debt isn't factored in: The rule doesn't account for liabilities like mortgages or other debts, which directly affect your cash flow and financial flexibility.
- Inflation assumptions can be simplistic: Applied naively, expenses are treated as static. In reality, inflation means the target moves every year.
| Account Type | Federal Income Tax | Federal Capital Gains | State Taxes |
|---|---|---|---|
| Roth IRA / Roth 401(k) | None | None | None |
| Traditional IRA | Yes — ordinary rates | N/A (taxed as income) | Varies by state |
| Traditional 401(k) | Yes — ordinary rates | N/A (taxed as income) | Varies by state |
| Taxable Brokerage | On dividends / interest | Yes — on gains at sale | Varies by state |
A Simplified Example
Imagine two people who both want $40,000 per year in retirement.
- Bob builds a $1M portfolio entirely in Roth accounts. Since Roth dollars are post-tax, he can withdraw $40K/year tax-free. The 4% rule holds.
- Carter, who lives in California, builds a $1M portfolio in a mix of 401(k) and taxable accounts. These are taxed on withdrawal, so his take-home income is less than $40K/year.
In Carter's case, the 4% rule underestimates what he needs—he might actually need $1.3M to get the same after-tax income Bob does.
The Tax Gap in Action
Carter wants $80,000/year in retirement. Using the 4% rule alone, he'd target $2,000,000. But here's what actually happens:
- 60% of his portfolio is in a traditional 401(k) — withdrawals are taxed as ordinary income
- Between federal and California state taxes, he keeps only about 75 cents of every dollar withdrawn from traditional accounts
- To actually net $80,000/year after taxes, he needs closer to $2,400,000 — 20% more than the 4% rule suggests
MoneyOnFIRE calculates this automatically based on your actual account mix and state of residence.
How MoneyOnFIRE Improves the 4% Rule
At MOF, we aim to calculate the most accurate FI number possible by going beyond simple heuristics. Here's how:
- We account for taxes: Our algorithm factors in the unique tax treatment of each account type.
- We subtract debts: Your FI number should reflect your net worth, not just your assets.
- We stay conservative: MOF starts with the 4% rule but adjusts for taxes, inflation, and other factors to keep your plan safe and realistic.
What MOF Actually Calculates
Rather than applying a single rule of thumb, MoneyOnFIRE runs a month-by-month simulation of your financial life:
- Account-specific tax modeling: Traditional 401(k) and IRA withdrawals are taxed as ordinary income. Roth withdrawals are tax-free. Taxable account withdrawals are subject to capital gains rates.
- State tax calculations: Your state of residence affects your tax burden significantly — a California retiree faces very different math than a Texas retiree.
- Inflation-adjusted projections: Your expenses today won't be the same in 15 years. MOF projects your actual future expenses and calculates the portfolio needed to sustain them.
- Debt integration: Outstanding mortgage payments, car loans, or student debt are factored into your required withdrawal amount — and your FI date adjusts as debts are paid off.
Conclusion
At MoneyOnFIRE, we respect the 4% rule for the clarity and motivation it provides—but we also know it's just the beginning.
By building on this foundation with smarter, personalized, and more accurate calculations, we help you turn a rough guess into a real plan. If you've been relying on the 4% rule alone, it's time to take your FI strategy to the next level with MOF.
Key Takeaways
- The 4% rule provides a useful starting point for estimating your FI number, but it does not account for taxes on withdrawals from different account types.
- A portfolio held primarily in Traditional 401(k) or IRA accounts may need to be 20% or more larger than the 4% rule suggests to deliver the same after-tax income as a Roth portfolio.
- State of residence significantly affects your retirement tax burden, making location an important variable in FI planning.
- A month-by-month simulation that models account-specific taxes, inflation, and outstanding debts produces a more accurate FI number than a single rule of thumb.
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