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FIRE optimizer

35 + 35 couple targeting age 50, ~50% savings rate.

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Mission Control

Good evening, there.

Strong position. Keep compounding.

Engine live · 1:56 AM

Score

100

/ 100

Current Stage

Accelerate Financial Independence

Stage 8 of 12

Net worth

$840,000

$840,000 − $0

Emergency fund

9.3 mo

$50,000 of $16,200

Debt

$0 high-APR (≥8%)

Savings rate

70.5%

25% target for FIRE

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Today

Your priorities

Recommendation history

Do this next

Max your HSA — $4,400 (self-only) for the year

The HSA is the single best account in the tax code: contributions are pre-tax, growth is tax-free, and qualified medical withdrawals are tax-free. No other account has all three. When you contribute via payroll, you also avoid FICA — saving an extra ~7.65%. After age 65 it can be used like a Traditional IRA for non-medical withdrawals.

Example

Family coverage cap is $8,750. Self-only is $4,400. At a 24% federal + 7.65% FICA combined bracket, contributing the family max via payroll saves ~$2,769/yr in immediate taxes.

How to do this (4 steps)

Confirm you're enrolled in an HSA-qualifying HDHP through your employer (or marketplace plan).
Contribute via payroll deduction if available — saves FICA tax. Set the rate so your annual total hits $4,400.
If your employer's HSA custodian has high fees or limited investing, transfer the balance to Fidelity or Lively (free, full investing). One transfer per year is fine.
Once balance exceeds your insurance deductible (~$2k buffer), move the rest into a broad-market index fund. Save medical receipts to reimburse yourself decades later, tax-free.

Where to set this up

See full roadmap

Up next

2 high

Fund your IRA for the year — up to $7,500

IRA contribution room is use-it-or-lose-it each calendar year. Once April 15 passes, that year's room is gone forever. Roth vs Traditional depends on whether you expect a higher or lower bracket in retirement: high earners now → Traditional; lower earners or expecting income to grow → Roth.

Open tool →

3 high

Direct surplus savings to a taxable brokerage account

You're already filling your tax-advantaged accounts (401(k), IRA, HSA) — great. But those accounts can't be touched without penalty before age 59½. A taxable brokerage is your "anything goes" bucket: invest the same way, but you can withdraw any time. It's also where you build wealth for goals between now and retirement (FI, second home, sabbatical, business funding).

Strategic Status

Your roadmap & long view

Foundation

Growth

Late life

7 of 12 complete

✓
stabilize
✓
protect
✓
eliminate toxic debt
✓
employer match
✓
max tax advantaged
✓
optimize taxes
✓
taxable wealth
8
accelerate fi
9
preserve
10
work optional bridge
11
retirement paycheck
12
legacy

Currently in accelerate fi

Trajectory Strategies (10) Investment fit Tracks (4) More numbers Weekly updates (0)

Where you're headed

Your trajectory at current contributions

Investing $790,000 today, contributing about $168,400/yr, at 5% real return. FIRE target $1,620,000.

▸

10 years

$3.40M

+$2.61M·+331%

FIRE progress100%

Age 50

$4.10M

+$3.31M·+419%

FIRE progress100%

20 years

$7.66M

+$6.87M·+870%

FIRE progress100%

30 years

$14.60M

+$13.81M·+1748%

FIRE progress100%

high confidence

Real return assumption: 5%/yr (after inflation). Past performance is not guarantee of future results.

Educational estimate, not a guarantee. Real returns are inflation-adjusted; nominal numbers will be higher. Past performance does not predict future results.

All the moves we surfaced based on your profile, grouped by theme. Open the categories that apply to you. Today's top action is in the Today panel above.

Maximize tax-advantaged accumulation (3)

Squeezing more into 401(k)/IRA/HSA, avoiding pro-rata traps, and finding hidden Roth space.

▸

Check whether your 401(k) supports the Mega Backdoor Roth

Beyond the regular employee contribution limit ($23,500), the IRS allows up to ~$70k total annual additions to a 401(k) if your plan supports two specific features: (1) after-tax (NOT Roth) contributions and (2) either in-plan Roth conversions OR in-service withdrawals. If both are available, you can shovel an extra ~$46k/yr into Roth — far beyond what the front door allows. Worth one email to HR to find out.

Example: High-earner with $200k salary already maxes $23,500 employee + gets $11,000 employer match = $34,500. Annual additions cap is ~$70k. Mega Backdoor lets them add another $35,500 of after-tax money, immediately converted to Roth. Tax-free for life.
How to do this (4 steps)
1. Email your HR or 401(k) administrator (or read the Summary Plan Description) and ask: "Does our plan allow after-tax contributions, AND either in-plan Roth conversions or in-service withdrawals?"
2. If yes to both: increase your "after-tax" contribution rate (separate setting from regular pre-tax / Roth) up to the plan's allowed cap.
3. Immediately convert the after-tax contribution to Roth (in-plan) or withdraw to a Roth IRA (in-service) — frequency matters because gains on after-tax money become taxable on conversion.
4. Some plans auto-convert daily; some monthly; some manual. Set this up once and let it run.
- ↗ Ask HR (your benefits portal usually has a "contact" form)
- ↗ Read your Summary Plan Description (SPD) — request from HR
Exceptions & nuances (2)
- Plan must permit after-tax (not Roth) contributions and either in-service withdrawal or in-plan Roth conversion.
- Total annual additions cap: ~$70k for 2026 across employee + employer + after-tax.
medium
Invest your HSA surplus — don't leave it sitting in cash

The HSA is the single best account in the US tax code: contributions are pre-tax, growth is tax-free, and qualified medical withdrawals are also tax-free. But most HSAs default to a cash savings rate (1–2% APY). Once your balance covers your insurance deductible, the rest belongs in long-term index funds, where the triple-tax-advantaged compounding actually means something. The trick: save medical receipts. You can reimburse yourself decades later, tax-free, after the money has grown 10×.

Example: A $20k HSA invested for 25 years at 7% real return = $108k. The same $20k earning 1% in cash = $26k. Difference: $82k, all tax-free for medical. If you have receipts saved, all of it is reimbursable to your bank account.
How to do this (5 steps)
1. Log in to your HSA custodian and look for "Investments" or "Brokerage option." Some custodians (Fidelity, Lively) integrate it; others (HSA Bank, Optum, employer-default plans) require opening a separate brokerage sub-account.
2. Keep ~1× your insurance deductible in cash for true emergencies (typically $1,500–$3,000). Invest everything above that — currently ~$28,000 for you.
3. Buy a broad-market index fund (e.g., FZROX, VTI, SWTSX). Same fund choice as your retirement accounts.
4. Save every medical receipt — paper, scanned, or in an HSA-tracker app. Years later, withdraw any amount up to total receipts, tax-free.
5. Worst-case: at age 65, HSA acts like a Traditional IRA — non-medical withdrawals taxable but penalty-free. So this is a dual-purpose account.
Exceptions & nuances (2)
- Some HSA custodians require a minimum cash threshold before allowing investments.
- High-deductible plans suggest keeping at least the deductible in cash for true emergencies.
high
Find out what your 401(k) plan supports — mega backdoor, in-service, and Rule of 55

Three plan-document features have outsized impact for high earners — but they're plan-dependent, not law-dependent. Most users don't know what their plan supports. A 5-minute HR email unlocks recommendations worth $5k–$50k/yr.

Example: $200k earner, plan supports all three: Mega backdoor adds $35k/yr Roth ($800k+ extra over 20 yrs); Rule of 55 unlocks penalty-free pre-59½ access; in-plan conversion lets after-tax money flow to Roth automatically.
How to do this (4 steps)
1. Email HR or your benefits coordinator with these 3 questions: "Does our 401(k) allow (1) after-tax contributions beyond the standard $23,500 limit, (2) in-plan Roth conversions OR in-service withdrawals, (3) partial withdrawals after separation at age 55+?"
2. Read your Summary Plan Description (SPD) — required to be made available; covers all three.
3. Update each capability in your profile so the engine can fire mega-backdoor, Rule-of-55, and in-plan conversion recs precisely.
4. If your plan does NOT support these: it's worth feedback to HR. Plan administrators DO add features when employees ask.
- Update plan capabilities in profile
- ↗ Email HR / benefits portal
high

Optimize taxes (3)

Where to hold each asset class, harvesting losses, watching IRMAA, and one-time elections like NUA.

▸

Practice tax-loss harvesting — up to $3,000/yr against ordinary income

In any year your taxable account has positions trading below cost basis, selling and replacing with a similar-but-not-identical fund (avoiding wash-sale) banks the loss. Excess losses carry forward indefinitely. On a $100k taxable balance, $3k/yr of harvested losses at 24% bracket = $720/yr in tax savings — for a 30-second trade.
Exceptions & nuances (3)
- Wash-sale rule: cannot buy "substantially identical" security 30 days before/after.
- Watch for buys in IRAs/401(k)s — the IRS counts those for wash-sale.
- Only realized losses count; mental gains/losses don't.
high
Place tax-inefficient assets in tax-advantaged accounts (asset location)

When you hold the same total allocation across taxable + tax-advantaged accounts, *where* each asset class lives matters. Bonds (ordinary-income interest) belong in pre-tax 401(k)/IRA; international funds (foreign tax credit) belong in taxable; high-growth equities belong in Roth. Across decades this can add 0.5%/yr to after-tax returns.
Exceptions & nuances (1)
- Don't let location drive bad allocation — if rebalancing across accounts is too complex, simpler beats theoretically optimal.
medium
Save HSA receipts now — withdrawable tax-free decades later

The HSA has no requirement that you reimburse yourself in the same year you incur the expense. Pay medical expenses out-of-pocket while working. Save the receipts. Decades later — at any age, in any year — you can withdraw up to the total receipts tax-free for any reason. The HSA balance grows tax-free in the meantime, turning the HSA into a "stealth Roth IRA with a tax-free escape hatch."

Example: Pay $1,200/yr of medical expenses out-of-pocket for 25 years and save the receipts. Your HSA grows tax-free; the $30,000 of receipts becomes a tax-free emergency fund withdrawable at any age. The HSA balance over those years compounds to ~$162,823 (at 7% real return).
How to do this (5 steps)
1. Pay every medical expense (deductible payments, prescriptions, dental, vision, etc.) out of taxable cash. Get receipts.
2. Save receipts forever. Photo, scan, or upload to a single Google Drive / iCloud folder, or use a tracker like Lively's receipt vault.
3. Update your hsa_unreimbursed_receipts field in your profile when you accumulate them — track the running total.
4. When you need cash someday — early retirement bridge, big purchase, anything — withdraw up to the receipts total, tax + penalty free.
5. Even non-medical withdrawals after 65 are penalty-free (just taxable like Trad IRA). So HSA over-contribution is never "stranded" money.
Exceptions & nuances (3)
- Receipts must be from after the HSA was opened. Pre-HSA medical expenses do not qualify.
- Some custodians have limits on past-year reimbursement requests. Save receipts AND the originating year's tax records.
- Inheritance: a non-spouse inheriting an HSA loses the tax-free status entirely. Spend the receipts before death or designate a spouse.
high

Retirement income & timing (3)

RMDs, Social Security claiming, Roth conversion windows, withdrawal sequencing, pension decisions, HSA transition.

▸

Your FIRE number is ~$1.6M — 3.6 years away at 71% savings rate

At your current annual spending ($64,800/yr), you need $1,620,000 invested to live off ~4% withdrawals indefinitely. Your savings rate (71%) determines how fast you get there — far more than your salary or investment return. You're already at Coast FI: even if you stopped contributing today, your invested balance would compound to your FIRE number by traditional retirement.

Example: Savings rate 71%, $155,200/yr saved, $790,000 invested today. At 7% real return: ~$1,554,050 in 10 years; ~$9,419,551 in 20 years.
How to do this (5 steps)
1. Check your savings rate: (income − expenses) / income. At 25% it takes ~30 years; at 50% ~17 years; at 65% ~12 years. The lever is *expenses*, not income.
2. Pick your FI flavor: COAST (stop contributing once invested ≥ FIRE/1.07^years_to_65), BARISTA (cover ACA + small spend with part-time work), LEAN (≤$40k/yr), STANDARD (25× expenses), FAT (≥$100k/yr).
3. Your trajectory at current contributions: 790,000 today → goal $1,620,000. Closing the gap takes about 4 years at your current rate.
4. Each $1k cut from annual expenses reduces your FIRE number by $25k at 4% SWR (or $33k at 3% if you're planning a 50+ year retirement). The fastest lever, and it persists for as long as the expense cut does.
5. Update FI flavor + retirement_annual_spend in your profile to refine these numbers.
Exceptions & nuances (2)
- 4% SWR is a starting point, not a guarantee. Conservative early-retirees use 3.0–3.5%.
- Sequence-of-returns risk: a market crash in your first 5 retirement years matters more than one mid-retirement.
medium
Optimize ACA MAGI between retirement and Medicare — biggest pre-65 lever

Healthcare is the single biggest fear for early retirees. ACA Premium Tax Credits (PTC) phase out as income rises. The enhanced subsidies under ARPA/IRA (no cliff, premiums capped at 8.5% of income above 400% FPL) are scheduled to expire after plan year 2025 — meaning the 400% FPL "cliff" is set to return for 2026 unless Congress extends. A household at 250% FPL might pay ~$200/mo for a Silver plan; just above 400% FPL the same plan costs $1,500/mo+. Threading Roth conversions, capital-gain harvesting, and withdrawals to stay under tier thresholds saves $10k–$25k/year per person.

Example: Family of 4 retiring at 55 with $320k pre-tax: managing MAGI to stay at 200% FPL (~$62k) might pay ~$200/mo for healthcare with $0 deductible plans. Same family at 410% FPL (~$127k) loses subsidies entirely — premiums jump to $1,800/mo. The $25k/yr difference compounds over 10 bridge years to $250k+ of avoided medical spend.
How to do this (6 steps)
1. Project your retirement-year MAGI: AGI + tax-exempt interest + non-taxable Social Security + Roth conversions count for ACA MAGI. Roth principal withdrawals do NOT add to MAGI.
2. Find the 400% FPL threshold for your household size using the 2025 HHS Poverty Guidelines (2026 plan year uses 2025 FPL): $60,240 single / $81,760 couple / $103,280 family of 3 / $124,800 family of 4. Stay 5–10% under it if the cliff returns.
3. For larger MAGI flexibility: spend taxable savings + Roth contribution principal first (zero MAGI impact). Use Trad withdrawals only as needed.
4. Roth conversions during ACA years: convert just enough to stay under the cliff. The forgone subsidy is your "tax cost" — sometimes higher than the conversion tax itself.
5. Tax-gain harvesting: in 0% LTCG bracket, sell appreciated taxable holdings to reset basis. ACA counts the gain as MAGI, but federal tax is 0%.
6. Watch the Medicaid floor: in expansion states, MAGI under ~138% FPL puts you on Medicaid (subsidies don't apply). Some early retirees aim for "ACA sweet spot" between 138% FPL (Medicaid floor) and 250% FPL (max cost-sharing reduction + lowest deductible).
Exceptions & nuances (3)
- IRMAA (Medicare premium surcharges) starts at age 65 (Medicare eligibility) but uses MAGI from 2 years prior — so income at ages 63 and 64 determines surcharges at ages 65 and 66. Large conversions in those lookback years can hit ACA cliffs today AND IRMAA brackets later.
- 401(k) withdrawals before 59½ trigger 10% penalty; use Rule of 55 / SEPP / Roth ladder to avoid.
- State Medicaid expansion status changes the Medicaid floor logic; non-expansion states have a "coverage gap."
medium
Roth conversion ladder — fund 5 years ahead of your retirement date

Roth conversion principal becomes withdrawable penalty-free FIVE YEARS after each conversion (the clock starts on January 1 of the conversion year and applies separately to each year's tranche). The clock only matters before age 59½ — once you're 59½ the 10% penalty no longer applies. To bridge from age 50 to 59½, you need conversions in place 5 years BEFORE you need the cash. Most FI households start the ladder at retirement (or slightly before) and use taxable + cash for years 1–5 of retirement.

Example: Age 38, retiring at 50: start converting $30k/yr from age 45 so the first batch is withdrawable at age 50. By the time you're 59½, you'll have a stack of seasoned conversion principal that's tax + penalty free.
How to do this (5 steps)
1. Year R−5 (5 years before retirement): start converting Trad 401(k)/IRA → Roth at low brackets. Each conversion has its own 5-year clock.
2. During working years: keep enough taxable brokerage / cash to cover the first 5 retirement years (the bridge).
3. Each retirement year: convert another tranche to Roth (filling low brackets), and withdraw the conversion principal that vested 5 years ago.
4. Track each conversion separately — the IRS treats each year's conversion as its own 5-year clock.
5. Coordinate with ACA: large conversions count as MAGI and reduce subsidies. Threading the needle between low-bracket conversions and ACA cliff is key.
Exceptions & nuances (3)
- Pro-rata rule applies to non-deductible contributions mixed with pre-tax balances.
- IRMAA + ACA interactions may cap how much you convert per year.
- A governmental 457(b) at separation, Rule of 55, or SEPP can substitute for or complement the ladder.
medium

Mechanics & maintenance (1)

Rebalancing cadence, 529 → Roth rollovers, refinance opportunities — small disciplines that compound.

▸

Set a rebalancing cadence — annually, or on 5%-band drift

Without rebalancing, your equity allocation drifts upward over time, and a market crash hits you with more risk than you signed up for. Two reasonable disciplines: rebalance on a calendar (once a year, same date) or by threshold (when any asset class drifts 5+ percentage points off target). Use new contributions to rebalance — avoid creating taxable events in taxable accounts.
Exceptions & nuances (2)
- Target-date funds rebalance internally; if you hold one, manual rebalancing is unnecessary.
- Tax-aware rebalancing in taxable accounts: prefer redirecting new dollars over selling.
high

Investment options that fit your stage

Categories and account types only — never specific securities. Goal horizon: 12 years.

Debt payoff (rate-equivalent return)

Auto loan payoff

Accelerating an auto loan produces a rate-equivalent return at the loan APR.

Low Fit

Auto debt at typical APRs is rarely the binding priority.

Liquidity:: Years
Risk:: None
Tax:: No tax benefit
Horizon:: Any

What changes this: Higher APR or shorter remaining term would raise priority.

Mortgage payoff

Extra principal on a home mortgage; lower-priority than higher-APR debt.

Low Fit

Early in accumulation, lower-priority than tax-advantaged investing in most cases.

Liquidity:: Years
Risk:: None
Tax:: No tax benefit
Horizon:: 5+ years

What changes this: Reaching late accumulation or a strong preference for predictable savings raises priority.

Related tool →

Student loan payoff

Accelerating student debt; consider PSLF/IDR before extra payments.

Low Fit

Sub-7% student debt typically loses to investing on expected value once tax-advantaged is captured.

Liquidity:: Years
Risk:: None
Tax:: No tax benefit
Horizon:: Any

What changes this: A higher APR or PSLF disqualification would raise priority.

Credit card payoff

Eliminating high-APR revolving debt produces a rate-equivalent return equal to the APR.

Not Yet

No high-APR card balances detected.

Liquidity:: Immediate
Risk:: None
Tax:: No tax benefit
Horizon:: Any

What changes this: New revolving balances would make this the highest-priority move again.

Related tool →

Personal loan payoff

Eliminating unsecured personal loans at typical 8–15% APR.

Not Yet

No high-APR personal loans detected.

Liquidity:: Months
Risk:: None
Tax:: No tax benefit
Horizon:: Any

What changes this: Adding such a loan would change priority.

Refinance / balance transfer

Lowering your effective APR via refinancing or 0% balance-transfer offers.

Not Yet

No high-APR debt to refinance.

Liquidity:: Months
Risk:: Low
Tax:: No tax benefit
Horizon:: Any

What changes this: A new balance with high APR would surface this option again.

Cash / short-term

Checking buffer

A 1–2 month spending buffer in your everyday checking account.

High Fit

A 1–2 month checking buffer prevents overdrafts and gives every other plan stability.

Liquidity:: Immediate
Risk:: None
Tax:: No tax benefit
Horizon:: 0–1 years

What changes this: Already covered if your buffer is in place.

Related tool →

High-yield savings (HYSA)

FDIC-insured savings paying near-Treasury rates.

Medium Fit

Useful for sinking funds and the cash slice of an emergency fund.

Liquidity:: Days
Risk:: None
Tax:: Taxable
Horizon:: 0–3 years

What changes this: Holding too much cash long-term lags inflation; rebalance excess to long-term diversified investing.

Related tool →

I Bonds

Inflation-linked US savings bonds; 1-year minimum hold.

Medium Fit

Inflation-linked bonds with a 1-year minimum hold; useful for the inflation-hedge slice of cash.

Liquidity:: Years
Risk:: Very low
Tax:: Taxable
Horizon:: 1–30 years

What changes this: Reaching purchase limits or a longer horizon can move you to other inflation-hedged exposure.

Treasury bills

Short-term US Treasury obligations; state-tax-exempt interest.

Medium Fit

A low-risk cash-substitute building block, especially for ladders.

Liquidity:: Months
Risk:: Very low
Tax:: Taxable
Horizon:: 0–2 years

What changes this: Strong for retirees and bridge planning; less central in the accumulation phase.

Certificates of deposit

Bank CDs with fixed term and rate; early-withdrawal penalty.

Low Fit

Term lock and limited tax efficiency limit role outside short-term goals.

Liquidity:: Months
Risk:: Very low
Tax:: Taxable
Horizon:: 0–5 years

What changes this: A specific known-date goal makes CDs more useful.

Money market account

Bank money-market deposit accounts; FDIC-insured to limits.

Low Fit

A close substitute for HYSA; pick on yield and access. Same role: short-term cash.

Liquidity:: Days
Risk:: None
Tax:: Taxable
Horizon:: 0–3 years

What changes this: Once tax-advantaged accounts and any short-term goals are funded, this slot shrinks.

Retirement accounts

Health Savings Account (HSA)

Triple-tax-advantaged when used for qualified medical expenses.

High Fit

Triple-tax-advantaged when used for qualified medical expenses — the highest-EV tax shelter when eligible.

Liquidity:: Years
Risk:: None
Tax:: Triple tax-advantaged
Horizon:: 5+ years

What changes this: Reaching the contribution cap moves the next dollar to IRA or 401(k).

Related tool →

401(k) — pre-tax

Employer-sponsored, tax-deferred. Tax-deduction now; ordinary income on withdrawal.

Medium Fit

Already approaching the annual limit; further dollars typically belong in taxable brokerage.

Liquidity:: Locked
Risk:: None
Tax:: Tax-deferred
Horizon:: 10+ years

What changes this: Salary or limit increase opens new room here.

Related tool →

403(b)

Public-school / nonprofit equivalent of a 401(k).

Medium Fit

Already approaching the annual limit; further dollars typically belong in taxable brokerage.

Liquidity:: Locked
Risk:: None
Tax:: Tax-deferred
Horizon:: 10+ years

What changes this: Salary or limit increase opens new room here.

457(b)

Government / certain nonprofits; uniquely no early-withdrawal penalty after separation.

Medium Fit

Already approaching the annual limit; further dollars typically belong in taxable brokerage.

Liquidity:: Locked
Risk:: None
Tax:: Tax-deferred
Horizon:: 10+ years

What changes this: Salary or limit increase opens new room here.

Roth 401(k)

After-tax 401(k); qualified withdrawals are tax-free.

Medium Fit

Already approaching the annual limit; further dollars typically belong in taxable brokerage.

Liquidity:: Locked
Risk:: None
Tax:: Tax-free (qualified)
Horizon:: 10+ years

What changes this: Salary or limit increase opens new room here.

Related tool →

Roth IRA

After-tax; qualified withdrawals tax-free; contributions accessible.

Medium Fit

Already funded for the year; decision recurs annually.

Liquidity:: Years
Risk:: None
Tax:: Tax-free (qualified)
Horizon:: 5+ years

What changes this: New tax year resets this to High Fit.

Related tool →

Traditional IRA

Tax-deductible (income-permitting); ordinary income on withdrawal.

Medium Fit

Already funded for the year; decision recurs annually.

Liquidity:: Locked
Risk:: None
Tax:: Tax-deferred
Horizon:: 10+ years

What changes this: New tax year resets this to High Fit.

SEP IRA

Self-employed; high contribution ceiling, simple administration.

Not Yet

Best fit for self-employed or contractor income.

Liquidity:: Locked
Risk:: None
Tax:: Tax-deferred
Horizon:: 10+ years

What changes this: Self-employment income makes these strong fits with high contribution ceilings.

Solo 401(k)

Self-employed (no W-2 employees); allows Roth and employee+employer contribs.

Not Yet

Best fit for self-employed or contractor income.

Liquidity:: Locked
Risk:: None
Tax:: Tax-deferred
Horizon:: 10+ years

What changes this: Self-employment income makes these strong fits with high contribution ceilings.

Long-term diversified investing

Diversified index fund approach

Holding broad-market index funds across regions and asset classes.

High Fit

A diversified, broad-market approach is the default educational choice for long-term investing.

Liquidity:: Days
Risk:: Medium
Tax:: Taxable
Horizon:: 5+ years

What changes this: Approaching retirement, the engine adds bond and cash buckets to manage sequence risk.

Target-date fund (concept)

A diversified fund that auto-adjusts allocation as you approach a target year.

High Fit

A diversified, broad-market approach is the default educational choice for long-term investing.

Liquidity:: Days
Risk:: Medium
Tax:: Taxable
Horizon:: 5+ years

What changes this: Approaching retirement, the engine adds bond and cash buckets to manage sequence risk.

Three-fund portfolio (concept)

Domestic stock + international stock + bond fund — a classic simple allocation.

High Fit

A diversified, broad-market approach is the default educational choice for long-term investing.

Liquidity:: Days
Risk:: Medium
Tax:: Taxable
Horizon:: 5+ years

What changes this: Approaching retirement, the engine adds bond and cash buckets to manage sequence risk.

Total-market approach

Single low-cost fund tracking the total stock market.

High Fit

A diversified, broad-market approach is the default educational choice for long-term investing.

Liquidity:: Days
Risk:: Medium
Tax:: Taxable
Horizon:: 5+ years

What changes this: Approaching retirement, the engine adds bond and cash buckets to manage sequence risk.

Robo-advisor

Automated allocation, rebalancing, and tax-loss harvesting at low fees.

Medium Fit

A reasonable hands-off on-ramp; fees should be weighed against DIY index funds.

Liquidity:: Days
Risk:: Medium
Tax:: Taxable
Horizon:: 3+ years

What changes this: As balances grow, fee differences become more meaningful.

Balanced fund (concept)

A single fund holding a fixed stock/bond mix.

Low Fit

For long horizons, larger bond allocations historically reduce expected return more than they reduce risk.

Liquidity:: Days
Risk:: Low
Tax:: Taxable
Horizon:: 3+ years

What changes this: Approaching retirement raises bond allocation priority.

Bond fund (concept)

Aggregate or short-duration bond funds for stability and income.

Low Fit

For long horizons, larger bond allocations historically reduce expected return more than they reduce risk.

Liquidity:: Days
Risk:: Low
Tax:: Taxable
Horizon:: 1+ years

What changes this: Approaching retirement raises bond allocation priority.

Tax optimization / advanced

Tax-efficient taxable funds

Low-turnover index funds in taxable accounts to minimize realized gains.

High Fit

Tax-advantaged room is on track. A taxable account adds flexibility, step-up basis, and access before age 59½.

Liquidity:: Days
Risk:: Medium
Tax:: Taxable
Horizon:: 3+ years

What changes this: A new high-APR debt or emergency-fund gap would temporarily lower priority.

Taxable brokerage

Flexible non-retirement investing; long-term capital-gains and step-up basis.

High Fit

Tax-advantaged room is on track. A taxable account adds flexibility, step-up basis, and access before age 59½.

Liquidity:: Days
Risk:: Medium
Tax:: Taxable
Horizon:: 3+ years

What changes this: A new high-APR debt or emergency-fund gap would temporarily lower priority.

Backdoor Roth (education)

Non-deductible IRA contribution converted to Roth IRA; pro-rata rule applies.

Medium Fit

High-income filers may use a backdoor Roth where the pro-rata rule does not bite — verify against any pre-tax IRA balances.

Liquidity:: Years
Risk:: None
Tax:: Tax-free (qualified)
Horizon:: 10+ years

What changes this: Existing pre-tax IRA balances complicate this; consult tax guidance.

Related tool →

Donor-advised fund (education)

Bunch charitable deductions; donate appreciated assets to skip cap-gains.

Medium Fit

For high-income or legacy-stage households, DAFs allow bunching deductions and donating appreciated assets.

Liquidity:: Years
Risk:: None
Tax:: Taxable
Horizon:: Any

What changes this: Charitable intent and bunching opportunities raise priority.

Mega backdoor Roth (education)

After-tax 401(k) contributions converted to Roth — only if the plan allows.

Medium Fit

If your plan supports after-tax contributions and in-plan or in-service Roth conversions, this can dramatically expand Roth space.

Liquidity:: Locked
Risk:: None
Tax:: Tax-free (qualified)
Horizon:: 10+ years

What changes this: Plan-document features determine availability.

Municipal bonds (education)

For high-bracket investors; coupon may be federally tax-exempt.

Medium Fit

At higher tax brackets, federally tax-exempt muni interest can beat taxable bond yields after-tax.

Liquidity:: Months
Risk:: Low
Tax:: Federally tax-exempt (munis)
Horizon:: 1+ years

What changes this: Crossing into a higher bracket raises this option's relevance.

Rental real estate analysis

Direct-ownership rental property — illiquid, leverage, active management.

Medium Fit

A category-level option for diversifying beyond market assets — accept illiquidity, leverage, and active management as tradeoffs.

Liquidity:: Years
Risk:: High
Tax:: Taxable
Horizon:: 5+ years

What changes this: Lifestyle, time, and liquidity preferences drive whether this fits.

Bond ladder

Staggered bond maturities to manage rate and reinvestment risk.

Low Fit

Useful for known-date goals or retirement; less central during accumulation.

Liquidity:: Months
Risk:: Low
Tax:: Taxable
Horizon:: 1–20 years

What changes this: Approaching retirement raises priority.

Treasury ladder

Staggered Treasury maturities for predictable cash flow and reinvestment.

Low Fit

Useful for known-date goals or retirement; less central during accumulation.

Liquidity:: Months
Risk:: Very low
Tax:: Taxable
Horizon:: 0–10 years

What changes this: Approaching retirement raises priority.

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RSU/ESPP diversification

Selling vested concentration to diversify equity-comp exposure.

Not Yet

No equity-comp exposure reported.

Liquidity:: Days
Risk:: Low
Tax:: Taxable
Horizon:: Any

What changes this: Receiving RSUs or ESPP shares would surface this option.

High-risk / caution

Collectibles

Art, watches, cards — illiquid, condition-dependent, 28% capital-gains rate.

Low Fit