How Confidence Spend™ is calculated

Every assumption, the arithmetic, and a worked example you can reproduce yourself in about two minutes. If the number does not survive your scrutiny, it is not worth paying for.

Last updated 30 July 2026

What the number is

Your Confidence Spend is the most you can spend on living expenses every year, in today's dollars, and still have your money last to your target age (default: 90), assuming markets do as badly as they have ever done over a working lifetime.

It is a floor, not a forecast. It is not what we expect will happen. It is what still works if the next thirty years are the worst thirty years the US stock market has produced since record-keeping began in 1871.

Two things are held separately and are not part of the number:

So Confidence Spend answers a specific question: after taxes and healthcare and the big one-offs are paid for, what is left to live on, every year, safely?

The conservative basis

Confidence Spend is solved against a deliberately harsh return assumption we call the conservative floor. It has exactly two parts.

ComponentAssumptionWhy
Stocks 3% real
(after inflation)
The worst 30-year rolling real total return US stocks have delivered since 1871 (Shiller data). The long-run median is closer to 6.5%.
Cash buffer 8 years of spending at 0% real Historically most US stock drawdowns have recovered inside 8 years. Holding 8 years of spending outside stocks keeps the stress test from assuming you sell at the bottom.

Both figures are fixed constants in the engine. Neither is user-adjustable, and neither is a recommendation. The 8-year cash bucket is an accounting assumption inside the math, not advice to hold 8 years of cash in your own accounts.

Every other input is your own: your spending, your Social Security and claiming age, your accounts, your withdrawal order, your state, your filing status.

How the number is actually solved

There is no closed-form formula. Confidence Spend is found by binary search over a full year-by-year simulation:

The answer is the largest spending amount that survives the simulation. Earlier versions of this page presented a closed-form annuity formula as the model. That formula is a reasonable mental picture of the mechanics, but it is not what runs, and it cannot reproduce the numbers below: it has no way to represent taxes that change with income, a return rate that changes with the year, or healthcare that steps down at 65. We removed it rather than leave it to mislead.

A worked example you can check yourself

These inputs are reproducible on the free Confidence Spend calculator. Type them in and you should get the same number.

InputValue
Age62
Investable portfolio$1,500,000
Tax rate12% ("Medium: mixed accounts")
Social Security$30,000/yr from age 67
Healthcare before 65$17,230/yr
Healthcare from 65$8,645/yr
Plan to age90
Confidence Spend
$70,414

per year, in today's dollars, for life

Here is the arithmetic, so you can follow it row by row. Net need is Confidence Spend plus healthcare minus Social Security. Gross withdrawal is net need divided by (1 − 0.12), because the withdrawal has to cover its own tax.

AgeStart balanceSocial Security HealthcareNet needGross withdrawal Real returnEnd balance
62$1,500,000$0$17,230$87,644$99,5960%$1,400,404
63$1,400,404$0$17,230$87,644$99,5960%$1,300,809
64$1,300,809$0$17,230$87,644$99,5960%$1,201,213
65$1,201,213$0$8,645$79,059$89,8400%$1,111,373
66$1,111,373$0$8,645$79,059$89,8400%$1,021,533
67$1,021,533$30,000$8,645$49,059$55,7490%$965,784
68$965,784$30,000$8,645$49,059$55,7490%$910,035
69$910,035$30,000$8,645$49,059$55,7490%$854,286
70$854,286$30,000$8,645$49,059$55,7493%$822,494
75$685,494$30,000$8,645$49,059$55,7493%$648,637
80$489,817$30,000$8,645$49,059$55,7493%$447,090
85$262,974$30,000$8,645$49,059$55,7493%$213,441
89$55,749$30,000$8,645$49,059$55,7493%$0

Three things worth noticing:

The balance reaches exactly zero as age 90 begins, which is what "solved to the dollar" means. Spend a dollar a year more and the plan fails before 90.

The same case under looser assumptions

The floor is doing real work. Same inputs, only the return assumption changed:

Return assumptionConfidence SpendVersus the floor
The floor (8 years at 0% real, then 3% real)$70,414baseline
Flat 3% real every year, no cash buffer$81,037+15%
Flat 6.5% real (the long-run US median)$107,028+52%

A calculator quoting $107,028 is not lying to you. It is answering a different question: what works if the future is average. Confidence Spend answers what works if it is not.

For reference, the 4% rule on this portfolio gives $60,000, but it ignores Social Security entirely and makes no allowance for healthcare. It is not more or less conservative in a way you can rely on; it is answering a much narrower question.

The refinement in the paid app: a real cash bucket

The free calculator applies 0% real to the whole portfolio for the first eight years. That is simple to follow, easy to check by hand, and deliberately on the harsh side.

The app does something closer to what a careful retiree actually does. Each year it earmarks enough cash to cover the next eight years of expected portfolio draws, and leaves the rest invested in stocks at 3% real. The earmark is refilled every year rather than drained once at the start:

cashNeeded(y)    = sum of expected net draws over years y .. y+7
stockFraction(y) = (portfolio(y) - cashNeeded(y)) / portfolio(y)
blendedReal(y)   = stockFraction(y) x 3%

So the portfolio is never entirely in cash. In the worked example above, the blend looks like this:

AgePortfolioCash earmarkedIn stocksBlended real return
62$1,500,000$649,01056.7%1.70%
67$1,128,728$449,28860.2%1.81%
72$933,652$449,28851.9%1.56%
77$708,448$449,28836.6%1.10%
82$449,291$449,2880%0.00%

Late in the plan the whole remaining portfolio sits inside the eight-year window, so the blend correctly falls to zero: there is nothing left that can safely be exposed to stocks.

The two rules land in almost the same place. Holding everything else in the example fixed and swapping only the return rule, the blended bucket gives $70,777 against the free calculator's $70,414, a difference of about 0.5%. That is the intended relationship: the free tool is never rosier than the product on the return assumption.

Because the app sizes the cash bucket against the Confidence Spend itself rather than against whatever you happen to spend today, the number stays a property of your portfolio, not of your current budget. Raising your grocery bill does not lower your Confidence Spend.

Where the free calculator and the app genuinely differ

The free calculator has a handful of inputs. The app has your whole plan. The return assumption is the same; almost everything else is a simplification. Being specific about it:

Free calculatorLumifin app
Conservative floorYes: 8 years at 0% real, then 3% realYes, with the annually refilled bucket above
TaxesOne flat rate you pick (5%, 12% or 20%)Federal progressive brackets, capital gains and qualified dividend rates, the standard deduction, Social Security taxation, your state
AccountsOne pooled portfolioTraditional, Roth and taxable tracked separately, with your withdrawal order
HealthcareA flat annual figure at full unsubsidized price, stepping down at 65ACA premiums priced against your actual modeled income and the subsidy cliff, plus IRMAA surcharges after 65, year by year
RMDsNot modeledModeled
Roth conversionsNot modeledModeled

Two of those cut in opposite directions, which is worth saying plainly:

The free calculator cannot resolve either one, because the subsidy depends on your withdrawal plan and the withdrawal plan is exactly what a five-input tool cannot see. That is its honest limit, and it is why the app exists.

What it assumes, and what could still go wrong

What Confidence Spend assumes

What could still go wrong

Ways to build in more margin: raise your target age, set a target ending balance above zero, re-run as circumstances change, and model the risks that actually worry you as scenarios.

What this is, and what it is not

Lumifin is a modeling tool. It shows you the numbers and the gap between choices. It does not tell you what to do with your money, and it is not investment or tax advice. Nothing on this page is a recommendation about how to invest, when to retire, or how to hold your cash.