RETIREMENTdecision model
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Worked example · computed live

Can I retire at 62, three years before Medicare?

Watch the model work through one household’s numbers and uncover the $7,900 that lands a year after the decision that caused it.

Her health subsidy, two years running

None

2027 — because 2026 income was $64,000

$659/mo

2028 — because 2027 income was $18,393

The cut-off is $63,840, and one ordinary decision put her $160 over it. Because the subsidy is worked out from last year’s income, the consequence arrives a year after the choice that caused it — which is why almost nobody sees it coming.

Two years running

Subsidy eligibility does not taper: at $63,839 the credit is worth roughly $650 a month, and at $64,000 it is worth nothing at all. Every other number in a retirement plan moves gradually. This one falls off an edge — and there is no marking at the edge. This is why the whole plan needs to run.

Renee Alvarez

62, Tampa, Florida

Renee is 62, single, and stopping work this year in Tampa. She has $350,000 and three years to cover her own health insurance before Medicare starts.

What they have

Taxable
$60,000
Tax-deferred
$270,000
Tax Advantage (Roth)
$20,000
Social Security at 67
$2,400/mo
Other income
$1,500/mo
Roth conversion
$46,000 at 62
Spending
$3,400/mo
Health cover before Medicare
$780/mo

What they’re asking

Can I retire now, or do I have to hang on three more years for Medicare?

I did a Roth conversion because everyone says to. Could that cost me my health subsidy?

If I take more from the 401(k) this year, does anything else change?

She is here for one rule that catches people every year and is almost impossible to reason about unaided: the health-subsidy cliff. It is not a wealthy person’s problem. It is specifically a problem for people who are not wealthy.

The report works through these in its own order. Every one of them is answered — the answers are gathered at the end.

Run the numbers.

The full report is below, computed in your browser from exactly the figures above. Nothing is withheld and nothing is a screenshot — the controls in it work, and moving one re-runs the whole projection.

3 · Timing

She converts $46,000 to a Roth in 2026 — a move that is recommended constantly, and on its own terms a sensible one. It puts her income at $64,000 against a threshold of $63,840. Over by $160.

3 · Timing

Now look at 2027, not 2026. Her subsidy is zero — roughly $7,900 gone — because the credit is set from the previous year’s return. Twelve months separate the decision from the bill, which is why almost nobody connects the two.

2 · Capacity

And in 2028 it comes back, at $659 a month. The cliff releases as sharply as it bites. Nothing about her plan changed; only the year did.

You now know enough to know who to call

A licensed ACA navigator, or a CPA

“What is the benchmark plan in my county, and where exactly does my cliff sit this year?”

We model the cliff against the premium entered here. Your actual subsidy depends on the benchmark plan where you live, and those vary by more than most people expect.

← All sample householdsSAMPLE HOUSEHOLD · CALCULATED IN YOUR BROWSER

Five questions. One page each.

In 2026: $18,000 of income against $50,160 of chosen spending, leaving $32,160 to come from savings.

A print copy of everything below.
ScenarioSingle-person retirement planSample household · illustrative figures
Born1964
Retire2026
Starting savings$350,000
Monthly spending$3,400
View throughAge 100
How to read this

Not every number here is equally solid, and you should be able to tell which is which at a glance. Each result carries one of four states — a statement about the evidence behind the number, never a judgement about your finances.

CompleteEverything it needs was entered and is current.
ProvisionalCalculable, but resting on a named estimate or gap.
UnavailableWithheld on purpose — guessing would look trustworthy and be wrong.
Not applicableChecked, and it does not apply to you.

A blank field is never read as a zero. If you never told us about a pension, this report says so — because a $0 quietly becomes part of the answer and a blank does not.

01

Position

Where you stand on the date you chose.

Where you stand

Given what you have told us, what does your cash flow look like on 30 September 2026?

Target-date household cash-flow position

In 2026, $18,000 arrives on its own. Your chosen spending for that year is $50,160. The difference — $32,160 — comes out of your accounts.

Your chosen spending for the year$50,160
Complete

Everything this result needs was entered, is current, and does not contradict anything else.

Social SecurityNot yetStarts later in the timeline
PensionNoneConfirmed by you
Other regular income$18,000/yrRental, part-time work, annuities

The single biggest thing resting on one line. Other regular income is 100% of your income at this date, and the report has one number for it with nothing recorded behind it — no lease, no term, no evidence it holds its value. If it is wrong, every page of this report is wrong. It is the first thing worth verifying.

How this number was worked outThe rule, the published source, and the arithmetic — line by line

This figure uses no investment return and no inflation forecast. It is arithmetic on the amounts you entered, at the date you chose, in today's dollars.

income arriving at 30 September 2026
  Social Security                 $0
  pension                         $0
  other regular income            $18,000
                                  ------------
                                  $18,000

spending chosen for that year     $50,160

position = $18,000 - $50,160 = -$32,160 drawn from savings

What is not in here: tax on the withdrawal and the health premium are modelled elsewhere in the projection but are not netted into this headline. This page answers what arrives against what you plan to spend, and nothing more.

02

Capacity

How your resources compare with the spending you chose.

How do the resources you entered compare with the spending you chose?

Spending coverage under selected assumptions

You entered $350,000 of savings. The first year's draw of $32,160 is 9.2% of it. This report does not tell you whether that rate is sustainable — that is a conversation, not a calculation.

Complete

Everything this result needs was entered, is current, and does not contradict anything else.

Two ways of measuring the same draw. Both are shown because they answer different questions.
Measured againstAmountFirst-year drawBasis
Savings you enteredThe money that exists today$350,0009.2%Entered fact
Modelled balance at your target dateAfter further saving and 8% assumed growth$350,0009.2%Model-derived

Why the second row is the weaker of the two. $350,000 assumes your investments return 8% a year between now and then — a figure you chose. Two flat years instead would leave you nearer the $350,000 line, and move the draw back towards 9.2% before you have spent a thing.

Essential spending$31,200/yrStill has to be paid in a difficult year
Discretionary spending$9,600/yrThe part you could choose to cut back
Income against essentials alone58%Before touching savings
What drives the differenceThe inputs doing the most work in this resultEach row re-runs the whole model with one input changed and nothing else touched.
Monthly spending$3,400/mo
Model treatment

Base input is $3,400/mo; first-retirement modeled cost is about $4,180/mo after modeled additions.

Result signal

$4,180/mo is the first-year portfolio need before both claimed benefits begin.

Starting savings$350,000
Model treatment

Provides the initial funding base across taxable, tax-deferred, and Tax Advantage (Roth) accounts.

Result signal

$31,402 remains at the selected horizon in this path.

Social Security$2,400/mo at your stated age
Model treatment

Adds your modeled benefit when you claim.

Result signal

Social Security is modeled at $2,400/mo after your selected claiming age; this can differ from the entered reference amount.

Retirement timing2026
Model treatment

Sets the end of saving and the start of portfolio-funded spending.

Result signal

Funded through age 100 at the selected timeline.

Market assumptions8% retirement accounts; 3% taxable/cash
Model treatment

Retirement accounts and taxable/cash balances use separate growth assumptions; volatility affects the range test.

Result signal

12% volatility is used for the 300-path market stress test.

Inflation and tax2.5% inflation; FL tax treatment
Model treatment

Future costs are reported in today’s dollars; modeled tax and IRMAA are added to spending where applicable.

Result signal

The tax result is a planning estimate, not a tax-return calculation.

Health costs$780/mo before Medicare; Medicare on
Model treatment

Health insurance, Medicare Part B, and applicable IRMAA can be added to modeled expense.

Result signal

Part D plan premiums, Medigap, and Medicare Advantage premiums are not included.

03

Timing

When does anything actually change?

Income and coverage timeline

Complete

Everything this result needs was entered, is current, and does not contradict anything else.

  • 2026 · you are 62 · your choice

    Work income stops. Withdrawals begin.

    From here $18,000 a year of income and $32,160 a year from your savings cover $50,160 of spending.

  • 2027 · you are 63 · automatic

    Withdrawals start coming from tax-deferred savings.

    Taxable and cash accounts are close to exhausted. Money drawn from here is taxed as ordinary income.

  • 2029 · you are 65 · automatic

    You reach Medicare age.

    The $780/mo pre-Medicare premium ends for you, and the Part B premium plus any income-related surcharge begins.

  • 2031 · you are 67 · your choice

    Social Security begins — $2,400 a month.

    The monthly draw on savings moves from about $3,863 to about $1,464.

  • 2039 · you are 75 · automatic

    Required minimum distributions begin.

    Born in 1964, your applicable age is 75 under current rules. A minimum amount must come out of tax-deferred accounts each year whether or not you need it.

Retirement cash flow

How spending is funded

Monthly spending is covered by modeled income first, then by the account sources shown in the legend.

Supporting: health coverage timelineWhat cover costs, year by year, and where the figure came from
What your healthcare actually costsProvisional

After 65 the model covers the Part B premium and income-related surcharges only. Part D, Medigap or Advantage, dental, vision and hearing sit outside these figures.

04

Choices

Which changes move this picture, and what should you be asking?

Decision levers to discuss

Complete

You selected both cases yourself, and both were run through the same model with everything else held constant. This describes a difference — it does not say which to pick.

The comparison you choseRetirement year: 2026 against 2029Both cases run through the same model with everything else held constant. Neither is described here as better.
What changedYour planThe alternativeDifference
Retirement year20262029
Modelled balance at age 100$31,402$673,979+$642,577
Modelled paths funded to age 10038%77%+39 pts

Both columns rest on the same assumptions, so the difference between them is more reliable than either figure on its own.

Interactive what-if

Explore a different scenario

Change one understandable lever and compare the updated story with the original. Your original inputs stay unchanged.

Original scenario
$
Drag to explore a comfortable range, or enter an exact amount. Results update immediately as a valid value changes. You entered this as a split, so the change is taken off what you called discretionary first: this view is $2,600 essential plus $800 discretionary.
Your modeled best age: 69
Changes this view's cutoff. The engine's long-life stress test still runs through age 100; this is not a life-expectancy prediction.

Modeled best age means the highest-ending-balance result in this comparison; it is not an automatic recommendation.

Values update immediately. Showing: Funded through age 100; current ending assets $31,402 at age 100.
What moves the answer mostOne change at a time, by size of effectEach row re-runs the whole model with a single input changed and nothing else touched. Ordering describes size, not preference: none of these is recommended.
Spending $500/mo less+$700,962 at age 100Monthly living expense $3,400 → $2,900
Claiming Social Security at 70+$16,015 at age 100Claim age 67 → 70
Supporting: comparing claiming agesAll nine claiming ages from 62 to 70, run through the same model
Social Security context

What the claiming ages mean

General SSA reference for an own retirement benefit. Use your Social Security statement for the exact dollar amount; this is context, not a claiming recommendation.

YouFull retirement age: 67Scenario start age: 67

For people born in 1960 or later, an own retirement benefit is about 70% at age 62, 100% at age 67, and 124% at age 70. Earlier birth years have a different full retirement age. Spousal and survivor benefits can follow different rules. Check your Social Security statement.

The Retirement Decision Model is not affiliated with or endorsed by the Social Security Administration or any government agency.

Questions worth taking to a professional
  • Other regular income is the largest part of your income at retirement. How secure is it, does it genuinely hold its value, and what happens to this plan if it stops?
  • Taxable savings run out before your tax-deferred money is touched. Is there a withdrawal sequence that handles that transition better than taxable, then tax-deferred, then Roth?
  • There is a stretch at the start of retirement with no Social Security arriving. Is drawing on savings through it the right shape, or is there a case for claiming earlier?
  • Long-term care is not in these numbers at all. What would it take to cover it, and is that a cost this plan could absorb?
05

Uncertainty

What could weaken all of this, and what have we still not been told?

Risks to the plan and evidence still missing

Complete

Everything this result needs was entered, is current, and does not contradict anything else.

3 figures in this report are estimates, defaults, or blanks rather than something you told us. 1 of them could move the picture materially.

You told us health and care costs worry you most

This is the cost the model understates most, and it says so in the ledger below rather than in a footnote. Part D, Medigap, dental, vision and hearing sit outside every figure in this report.

The ones that could move the picture.
What it isCurrentlyWhy it matters
Other regular incomeEntered fact$1,500/moEntered, but with no evidence recorded behind it. Where this is the largest line in the plan, it is also the least checked.
Pre-Medicare health coverEntered fact$780/moA quoted premium. After 65 the model still covers Part B and surcharges only.
Long-term careEntered factDeliberately excludedNot modelled at all. For a household planning into their nineties, this is the largest single cost that could arrive and has no place in these numbers.
Investment returnYour assumption8% a year, 12% volatilityYou set this yourself. Every balance after the target date depends on it.
The rest of the ledger.
What it isCurrentlyWhy it matters
PensionEntered factConfirmed: none
Dates on account balancesEntered fact28 February 2026
Exact dates of birth and claimEntered fact9 July 1964
Essential vs discretionary spendingYour assumption$2,600 + $800/mo
Taxable account cost basisYour assumption100%
DebtEntered factConfirmed: none
Testing the plan against market ups and downsHow much could the result vary?Stress test: 300 different return scenarios, not 300 predictions of your future.
Weaker 10%Age 77
MedianAge 92
Stronger 10%Funded past age 100

38% of modeled return paths stay funded through age 100. The model ran 300 paths using the entered 8% return and 12% volatility assumptions. These paths show how outcomes vary; they are not forecasts or probabilities about one specific future.

Balance range over timeP10–P90 modeled balance rangeThe shaded band contains the weaker-to-stronger 80% range; the line is the median path.
Order of returnsThe same returns, in two different ordersOne set of 39 yearly returns, averaging 7.7%, run best-first and then worst-first. Nothing else changes between the two columns.
Good years firstFunded to 100$1,906,748 at age 100
Bad years firstDepletes at 67$0 at age 100

$1,906,748 separates the two, from ordering alone. The two paths begin to diverge at age 62. Poor returns early in retirement are withdrawn against a smaller balance, which the same returns arriving later do not do. This is one illustration, not a prediction.

Read the chart as a range of modeled account balances, not as a probability forecast. The 10th, 50th, and 90th percentile paths use the same seeded 300-path stress test summarized above.

View balance-range dataEvery fifth age, with the weaker, median and stronger paths side by side
AgeWeaker 10%MedianStronger 10%
62$350,000$350,000$350,000
65$218,321$291,479$381,539
70$86,637$210,868$394,734
75$36,743$169,548$442,222
80$0$146,181$509,883
85$0$93,290$543,101
90$0$28,377$667,744
95$0$0$861,252
100$0$0$937,396

Read that result carefully. A funded-paths figure is a property of the assumptions, not evidence that a plan is safe. Every one of those runs began from a 8% average return, every one included your other income arriving without fail, and none of them included long-term care, Part D, Medigap, or a cost basis different from the one entered. The test varies one thing — the order market returns arrive in — and holds every other uncertainty on this page fixed.

Assumptions, rules applied, and where they were simplifiedYour inputs · how the result is built · model rules · what is not modeled · the calculation trace
Your inputsRetirement 2026; spending $3,400/mo; savings $350,000; Social Security ages 67/67.
How the result is builtStarting savings are split across taxable/cash $60,000, tax-deferred $270,000, and Tax Advantage (Roth) $20,000. Contributions continue until retirement when salary is entered; retirement spending is funded by modeled income first, then taxable/cash, tax-deferred, and Tax Advantage (Roth) balances.
Model rulesProjection through age 100 in this view; the engine stress test still runs through age 100; today's dollars; 300 Monte Carlo trials; account-specific withdrawal and tax treatment.
Not modeled or simplifiedPre-retirement spending and income tax are not modeled. Medicare includes Part B and applicable IRMAA only; Part D plan premiums, Medigap, and Medicare Advantage premiums are not included. Tax, Social Security, and health estimates should be verified against your own documents.
Calculation trace
  1. 1. Starting balance $350,000 total: $60,000 taxable/cash + $270,000 tax-deferred + $20,000 Tax Advantage (Roth) $350,000 enters the projection
  2. 2. Timeline Retirement year 2026: The model starts retirement withdrawals at age 62 and runs through age 100. Selected projection uses claim age 67
  3. 3. Income and cost First retired year 2026: $3,400/mo base spending + $780/mo modeled additions; income offsets the cost first. $1,500/mo modeled income; $4,180/mo total expense
  4. 4. Portfolio funding First retired year 2026: After modeled income, withdrawals use taxable/cash, then tax-deferred, then Tax Advantage (Roth); any remaining need is recorded as shortfall. $2,680/mo withdrawn; $0/mo shortfall
  5. 5. Selected endpoint Fixed 8.0% annual return path: Monthly balances, taxes, inflation, Medicare/IRMAA, and entered income rules are applied through age 100. $31,402 at age 100
  6. 6. Range test 300 seeded return paths: Each path varies annual returns around 8.0% using 12.0% volatility; the seed keeps the screen and PDF reproducible. 115 of 300 paths funded through age 100 (38%)

Their questions, answered

What the report told them

Every figure below comes from the report above — nothing here is worked out separately, and each answer links to the stop that shows how it was reached.

“Can I retire now, or do I have to hang on three more years for Medicare?”

You can, and on a steady return the money reaches 100 — but only just, with $31,402 left. The stress test is where the real answer sits: 115 of 300 paths last that long, 38%. Waiting until 2029 takes that to 77%. What the difference buys is the three years before Medicare, when you fund your own cover with no employer behind it and no certainty of help.

2 · Capacity4 · Choices5 · Uncertainty

“I did a Roth conversion because everyone says to. Could that cost me my health subsidy?”

Yes — and it did. The $46,000 you converted in 2026 put your income at $64,000 against a cut-off of $63,840. Over by $160. Nothing happened that year, because the credit is worked out from the previous year’s income: your 2027 subsidy was zero instead of roughly $650 a month, about $7,900 across the year. In 2028, with the conversion behind you, it came back at $659. The conversion may still be worth it for the tax it saves later — that is a real calculation, and this report does not make it.

3 · Timing2 · Capacity

“If I take more from the 401(k) this year, does anything else change?”

Before 65, yes — more than the tax on the withdrawal itself. Money out of the 401(k) is ordinary income, and income decides next year’s health subsidy. Close to the cut-off, a few hundred dollars more withdrawn can cost the entire credit twelve months later, which is exactly what happened to you in 2027. After 65 the cliff disappears and Medicare surcharges take over on a gentler slope. The year-by-year table shows which years you are standing near an edge.

3 · Timing2 · Capacity

What we could not tell them

Whether the conversion was worth it anyway. Lower required distributions later may outweigh one year of full-price cover — that is a real calculation, it depends on figures she has not given us, and we will not guess at it.

Your turn

Renee’s subsidy cliff was hiding a year in the future. Whatever is hiding in yours, the same model will find it.

Free to read · computed in your browser · we email once, when it opens

Or read another household — all six are here. Each one reaches a different limit.

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