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RETIREOMICSretirement decision model
← All sample households
Worked example · computed live · published rules

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

$653/mo

2028 — because 2027 income was $18,406

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 households
SAMPLE HOUSEHOLD · CALCULATED IN YOUR BROWSER
A print copy of everything below.
Your result in one sentenceProvisional · rests on 3 open inputs or assumptions
What the four states mean

How to read this report

Each result carries one of four states — a statement about the evidence behind the number, never a judgement about your finances.

Complete
Everything it needs was entered and is current.
Provisional
Calculable, but resting on a named estimate or gap.
Unavailable
Withheld on purpose — guessing would look trustworthy and be wrong.
Not applicable
Checked, 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.

This projection reaches age 100 with $29,370 still in savings.

Nothing in the model runs out inside the years you asked about. What follows is where that figure comes from, and what it rests on.

Arrives each month

$1,500

other income

You plan to spend

$4,200

$2,600 essentials + $800 extras

Comes from savings

$2,700

$32,160 a year, 9.2% of entered savings

ScenarioSingle-person retirement planSample household · illustrative figures
Born1964
Retire2026
Starting savings$350,000
Monthly spending$3,400
View throughAge 100
01

Where the money comes from

On the date you chose, what arrives and what do you plan to spend?

$0$1,233$2,466$3,699$4,932+$1,500Other income$4,180$2,680Planned spendingeach month
  • Other income
  • From savings

Read this as

About $1,500 arrives each month against $4,200 you plan to spend. The $2,700 difference comes out of savings.

Complete

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

Show the workingThe three figures in full, the formula, and what is deliberately left out of this headline
Where you stand

Cash flow on September 30, 2026

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.

How to read the bar: Blue shows income meeting part of the year's spending. Orange shows the amount drawn from savings. When income is $0, the bar is entirely orange.

income arriving at September 30, 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

How long the savings last

How far do the savings you entered reach?

Savings hold through age 100, with $29,370 left

Age, from the first year of retirement

Read this as

You entered $350,000. At this pace it is still there at 100, with $29,370 left. The first year draws $32,160, 9.2% of it.

Complete

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

Show the workingThe first-year draw two ways, the balances it is measured against, and the main inputs behind it

How much of your savings does your first year of spending use?

The same first-year draw, compared two ways

The model shows $32,160 coming from savings in the first year — 9.2% of the $350,000 you entered.

Complete

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

The same first-year draw, compared with the savings you entered and the balance the model calculates for this report.
Compared withSavings balanceFirst-year drawSource
Savings you enteredWhat you told us you have$350,0009.2%Your input
Balance the model calculatesThe same balance at this point in the model$350,0009.2%Model calculation

Both rows show $350,000 because the model calculates the same balance at both comparison points. The second value is calculated, not copied from your input.

Why the numbers match. The model found the same balance at both comparison points, so the first-year draw is the same percentage of each.

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 shapes this scenarioThe main inputs behind your resultThese are the main inputs used to build this scenario. Each row explains how the model uses that input and shows one related result. The table does not rank the inputs or say which one matters most.
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

$29,370 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

Your timeline

When does anything actually change?

202620282030203220342036203820402042Work income stopsTax-deferred withdrawals beginYouMedicare age · 65Social Security begins · $2,400/mo · 67Required withdrawals begin · 75Horizon · 1002064
  • Your choice
  • Automatic at that age
  • Happens to the whole plan
  • Health cover paid out of pocket · 3 years before Medicare
  • Axis breaks after 2043: nothing changes between there and the horizon
Retirement cash flow

How spending is funded

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

Showing: Today's $. Shown in today's dollars. Every year is measured at today's buying power, so each figure compares directly with your budget now. Inflation is already allowed for: a level amount is one that keeps pace with prices, not one that never rises.

Read this as

5 dated changes in income or cost between retirement and age 100. The first, in 2026: work income stops.

Complete

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

Show the workingEvery dated change in income or cost, why it happens, and what health cover costs year by year
  • 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 $3,864 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.

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

What changes the picture

Which single changes move this, and by how much?

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

    +$697,220 at age 100

    62100

    Monthly living expense $3,400 → $2,900

  • Claiming Social Security at 70

    +$16,015 at age 100

    62100

    Claim age 67 → 70

  • Your plan as entered
  • With this one change
  • Each re-runs the model with one input moved and everything else held. Modeled outcomes, not recommendations.

Read this as

Each card re-runs the whole model with one entry moved and everything else held exactly as you entered it. None of them is a recommendation. Stop 5 lets you move any of them yourself.

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.

Show the workingThe comparison you chose, all nine claiming ages side by side, and the questions worth taking to a professional
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$29,370$671,608+$642,239
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.

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.

Retireomics 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

Explore a different scenario

What happens if you change one of these yourself?

Move a control and the path redraws against your original

Interactive what-if

Explore a different scenario

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.
$/ mo
Unchanged
Age 69 gives the highest ending balance in this comparison. That is a model result, not an automatic recommendation — claiming earlier buys years of income you can spend. Select it to load that age.
Unchanged
Changes the age shown in this comparison. The engine's long-life stress test still runs through age 100; this does not predict how long anyone will live.
Unchanged
Funded through age 100
Assets at 100$29,370
ChangeNo change
Original at 100$29,370
06

How sure we are

What could weaken all of this?

In 38 of every 100 modelled market histories, savings were still there at 100. In 62 they were not.

  • Still there at 100
  • Ran out before 100

Each dot stands for one in a hundred of the modelled paths, not for a year or a person. These are modelled outcomes under the entered return and volatility, not a forecast or a likelihood of your actual result.

Read this as

38 of every 100 modelled market histories still had savings at 100. Only the order the returns arrive in varies between them; every other assumption on this page is held.

Complete

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

Show the workingThe risk you chose to look through, every open entry, and the stress test with the range of balances over time

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.
Tax-deferred and Roth growth rateYour 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 factFebruary 28, 2026—
Exact dates of birth and claimEntered factJuly 9, 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%Depletes around age 77
MedianDepletes around age 92
Stronger 10%Funded through 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 through age 100$1,746,703 at age 100
Bad years firstDepletes at 67$0 at age 100

$1,746,703 separates the two at age 100, 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$218,037$291,175$381,231
70$86,327$210,510$394,201
75$36,310$169,031$441,575
80$0$145,603$508,968
85$0$92,553$541,459
90$0$27,467$664,269
95$0$0$853,056
100$0$0$932,870

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.

07

What would sharpen this

Which entries is this result still resting on?

What would sharpen this

One figure would sharpen this picture

Everything above rests on what you entered. These are the entries the model had to estimate or was never given. None of them is a criticism, and each one moves the result.

2 further entries are open but would move the picture less. All of them are listed in the ledger below.

  • Your assumption · Tax-deferred and Roth growth rate

    8% a year, 12% volatility

    You set this yourself. Every balance after the target date depends on it.

    Where to get itYour own account statements: the annualised return over the last five to ten years, and the volatility stated on the fund fact sheets.

08

How taxes and Medicare costs change over time

What does the plan pay in tax and Medicare surcharges each year, and why does that move?

Taxes and Medicare surcharges

What tax and surcharges cost each month, by age

Federal tax, capital gains tax, state tax and the Medicare income-related surcharge (IRMAA) in the selected projection, as monthly amounts.

Showing: Today's $. Shown in today's dollars. Every year is measured at today's buying power, so each figure compares directly with your budget now. Inflation is already allowed for: a level amount is one that keeps pace with prices, not one that never rises.

Why the chart has this shape
  • Roth conversions of up to $46,000 a year are modeled at age 62. Each one is taxed as ordinary income, which raises federal tax in those years. After age 62 that income stops, and so does the tax on it.
  • Required minimum distributions from tax-deferred accounts begin at age 75 for someone born in 1964. From then on the model withdraws at least the required amount each year, and that withdrawal is taxed as ordinary income whether or not the spending needs it.

Tax and surcharge figures are planning estimates, not filing calculations. Uses selected public IRS/SSA/CMS source material; Retireomics is not affiliated with or endorsed by any government agency.

Inspect the numbers

Every input, rule and simplification

Open any of these to check the working. Nothing in this report is hidden behind a score, and nothing here is a recommendation.

Your inputsEverything you entered, and the plan it describes

Retirement 2026; spending $3,400/mo; savings $350,000; Social Security ages 67/67.

How the result is builtThe order the model spends from, and what it does before retirement

Starting 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 rulesThe rules applied to this household, and the dollars everything is shown in

Projection 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 simplifiedWhere the model stops, in its own words

Pre-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 traceEvery step from your entries to the figures above, with input, operation and result
  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. $29,370 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.

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