Financial Calculators
Every guide below includes an interactive calculator. No login, no signup, no data stored. Run the numbers for your situation directly in the browser.
88 calculators
StrategyInvesting & Portfolio18 min readCalculator
Stock Valuation for DIY Investors: Useful Tool or Expensive Illusion?
Damodaran's SpaceX valuation, the DCF method, and an interactive 'what has to be true?' explorer. Why valuation is worth learning but stock-picking rarely beats indexing.
StrategyInvesting & Portfolio18 min readCalculator
The Hungry Caterpillar Portfolio: A Silly Name for a Serious All-Weather Idea
A bedtime-story joke portfolio that eats small-cap value, bonds, gold, T-bills, and trend. Over 10 years it earned less than 60/40, with half the drawdown.
ConceptInvesting & Portfolio17 min readCalculator
The Risk Parity Reality Check: What DIY Investors Should Know Before Levering Bonds
A 60/40 looks diversified, but equities can drive 90% of its risk. What risk parity really is, whether to lever it, and when it beats a simple Bogleheads portfolio.
StrategyInvesting & Portfolio16 min readCalculator
The Simplified Engineer Investor Portfolio: A 3-Fund All-Equity Portfolio With a Global Value Tilt
36% VTI, 24% VXUS, 40% AVGV: a Boglehead core with a global value tilt. The X-Ray, the equity style box, the evidence, and an interactive tilt explorer. Who it fits and who it does not.
StrategyTax Strategy17 min readCalculator
How to Sell Stocks, Mutual Funds, and ETFs Tax-Efficiently: SpecID and Tax Lots
Your broker's default cost-basis method silently picks your taxable gain. Learn SpecID, FIFO vs HIFO vs average cost vs MinTax, and how lot selection cuts the tax when you sell or rebalance.
ConceptRetirement Planning19 min readCalculator
Is $1 Million Enough to Retire? Why $3 Million May Be the New $1 Million
Is $1 million enough to retire, or is $3 million the new benchmark? See how withdrawal rates, Social Security, FIRE math, inflation, and spending flexibility set your real number.
ConceptGetting Started16 min readCalculator
Should You Count Your Home and Cars in Net Worth?
Yes, count your home and cars in net worth, but not in your FIRE number. Learn the four-net-worth framework, how home equity funds retirement, and the house-rich, cash-poor trap.
ConceptRetirement Planning17 min readCalculator
Do You Need a Paid-Off Home to Retire?
No, you do not need a paid-off home to retire, but you need durable, flexible cash flow. How a mortgage affects sequence risk, taxes, and FIRE math, with a keep-vs-payoff calculator.
StrategyInvesting & Portfolio15 min readCalculator
If Dimensional Gets Sold, Should Factor Investors Care? The Hidden Risk of Bespoke ETFs in Taxable Accounts
A rumored DFA sale is no reason to panic-sell, but it exposes a risk DIY investors miss: fund-sponsor and strategy-drift risk, plus the tax lock-in of bespoke factor ETFs in taxable accounts.
StrategyInvesting & Portfolio18 min readCalculator
How Financial Sales Pitches Hide the Real Cost of Investing: A Red-Flag Guide
The most heavily marketed financial products are often the most profitable for the seller. Learn the five marketing tactics, six risk lenses, and a hurdle calculator to evaluate any product.
StrategyHome & Big Purchases14 min readCalculator
Funding the Down Payment: Gift, Family Loan, or Sell the Stock?
Where the down-payment cash comes from changes the tax and liquidity cost more than the monthly payment. Compare selling appreciated stock, a family gift, and a family loan for a high-income tech buyer.
ConceptRisk & Protection14 min readCalculator
Can 37% of Americans Really Not Afford a $400 Emergency? What the Fed Data Actually Says
Half of Americans can't afford a $400 emergency? The Fed's 2025 data says 63% would pay it with cash. Here's what it really shows, and how to build true liquidity.
StrategyTax Strategy16 min readCalculator
Should Grandparents Open Their Own 529? State Tax Benefits, FAFSA Rules, and a Decision Framework
Should grandparents open their own 529 or fund a parent's plan? See the state tax math, new FAFSA rules, gift tax limits, and a multi-state case study.
StrategyInvesting & Portfolio16 min readCalculator
Robinhood's Agentic Trading: Should You Let an AI Agent Trade Your Account?
Robinhood now lets an AI agent trade a dedicated account. The investing evidence on agentic trading, the conflict of interest, and who it actually fits.
StrategyInvesting & Portfolio17 min readCalculator
Cash-Secured Puts: Getting Paid to Buy a Stock, or to Take Its Downside?
A cash-secured put is a conditional buy commitment, not free yield. The Micron case, the index put-writing evidence, the tax math, and who it actually fits.
Strategy16 min readCalculator
90/10 vs. 60/40: Is the WSJ Right That You Own Too Many Bonds?
A WSJ opinion piece says wealthy investors should hold 90% stocks and 10% cash. A portfolio researcher asks: why not add Treasury futures on top? The evidence for and against each approach.
StrategyRetirement Planning18 min readCalculator
Die With Zero vs. FIRE: Should You Spend Earlier or Let Your Money Compound?
Many high-asset retirees never draw down principal. FIRE optimizes for safety, Die With Zero for memories. Here is a third path that funds both.
StrategyInvesting & Portfolio17 min readCalculator
Portfolio Risk Is More Than Volatility: Drawdowns, Pain Index, and Ulcer Index for DIY Investors
Volatility describes how returns vary. Pain describes how it feels to live through them. Learn when each risk metric matters: standard deviation, max drawdown, time underwater, Pain Index, and Ulcer Index, with a side-by-side calculator using 98 years of Damodaran return data.
StrategyGetting Started18 min readCalculator
AUM vs. Hourly vs. Flat-Fee: How DIY Investors Should Pay for Financial Advice
AUM is not inherently bad, and hourly is not inherently good. Learn the three dimensions investors confuse (fiduciary, compensation source, billing method), what the academic evidence actually shows, and where commission-driven sales models like Edward Jones fit. Includes an interactive Advisor Fee Compass.
StrategyGetting Started8 min readCalculator
Money Path: The Interactive Personal Finance Flowchart for 2026
Answer 7 questions and see where you are on the 7-camp climb from budget to summit. A modern, personalized take on the r/personalfinance flowchart with 2026 IRS limits and Summitward tool deep-links.
StrategyRetirement Planning13 min readCalculator
Bengen on Inflation: The Math Behind Retirement's Greatest Risk
Bill Bengen calls inflation the greatest enemy of retirees. The math is sharper: unexpected inflation alongside an early bear market breaks the 4% rule. Replay every historical 30-year retirement window.
StrategyInvesting & Portfolio14 min readCalculator
Should Long-Term Index Investors Use Stop-Loss Orders? Usually No, and Here's the Math
Stop-loss orders feel like portfolio insurance. The evidence says they usually aren't. What stops do, what they don't, and when they actually help.
StrategyTax Strategy15 min readCalculator
Mega Backdoor Roth Before 59½: What Comes Out, What's Taxed, What's Penalized
MBDR dollars before 59½ live in three places: after-tax 401(k), Roth 401(k), Roth IRA. Each has its own ordering rules, 5-year clocks, and penalty math. Walk through your own numbers with the simulator.
StrategyInvesting & Portfolio15 min readCalculator
When to Sell a Winning Stock: The Question Without a Good Answer
Buying is the easy half. Selling a lucky winner means navigating taxes, anchoring, regret, and concentration. What the evidence supports.
StrategyTax Strategy15 min readCalculator
Donate Appreciated Stock or Use a DAF? The Tax Math and Where the Strategy Is Oversold
Donating appreciated stock is tax-efficient. A DAF can be a useful wrapper. Neither makes charity free. The mechanics, the 2026 OBBB changes (0.5% AGI floor, 35% deduction cap, $1k/$2k non-itemizer cash), and an after-tax cost calculator.
StrategyRetirement Planning16 min readCalculator
The Treasury Bond Fantasy: Can You Actually Live Off U.S. Government Interest Forever?
A viral tweet imagines putting your entire net worth into Treasury bonds and living off the coupons. The math is seductive and the implementation is mostly wrong. After-tax-real income, TIPS, I-bonds, and an interactive calculator that shows what the coupon actually buys.
StrategyInvesting & Portfolio14 min readCalculator
AVGV Review: A One-Ticker Global Value Tilt for DIY Investors
AVGV bundles a global value, profitability, and smaller-cap tilt into one ETF that rebalances itself. A deep-dive review and a calculator comparing AVGV to a DIY basket of Avantis ETFs.
ConceptInvesting & Portfolio17 min readCalculator
Mega-IPOs and Your Index Funds: How Free Float Decides What SpaceX, OpenAI, and Anthropic Mean for VTI, VOO, and QQQ
A trillion-dollar IPO with a 5% public float is not the same as a trillion-dollar IPO with 90%. Free-float adjustment, seasoning rules, and the methodology differences between CRSP, S&P 500, and Nasdaq-100 decide how much exposure your index fund actually takes. Includes a Mega-IPO Index Impact Calculator.
StrategyTax Strategy16 min readCalculator
Do You Actually Need Direct Indexing?
Direct indexing is heavily marketed to high earners, but ETF tax-loss harvesting already captures most of the value for many. A skeptical primer comparing ETF TLH, long-only DI, and long/short TALS, with an interactive decay visualizer.
ConceptInvesting & Portfolio15 min readCalculator
The Risk-Free Rate Is Your Hurdle Rate: How to Use Treasuries and TIPS as the Starting Point for Every Investment
At 5.03% nominal and 2.74% real on May 12 2026, Treasury and TIPS yields set the hurdle every risky asset has to clear. The framework, the common mistakes, and a Hurdle Rate Check calculator.
ConceptInvesting & Portfolio16 min readCalculator
Fama-French HML Explained: What the Value Factor Means for DIY Investors
HML is the academic version of value investing: a transparent, rules-based long-short factor that asks whether cheap stocks outperform expensive ones. What the evidence says, how it differs from AQR and Avantis, and a Value Tilt Pain Test calculator.
StrategyRetirement Planning16 min readCalculator
How to Build a TIPS Ladder: Turning Retirement Savings Into Inflation-Adjusted Income
TIPS ladders convert savings into guaranteed real cash flows. With 30-year real yields at 2.66% in May 2026, a ladder funds a 4.8% real payout. Who it is for, who it is not, the tax gotcha, and a calculator.
ConceptGetting Started15 min readCalculator
Money and Happiness: What the Research Actually Says About Funding a Good Life
The 2010 $75k plateau was an oversimplification. PERMA-V, time affluence, and how to use your portfolio to fund a good life, not just to maximize net worth. Includes a Time Affluence Calculator.
ConceptInvesting & Portfolio14 min readCalculator
The Stock Market Rewards Optimists, But Not the Naïve Ones
Elroy Dimson's Rational Reminder interview, distilled. Easy data bias, U.S. exceptionalism, the GDP-vs-returns gap, and a stress tester that shows how much your plan depends on the equity risk premium.
StrategyEquity Compensation14 min readCalculator
Cash vs Equity Election: When Your Employer Lets You Convert Future Awards
Some employers now let you swap future equity for fixed cash on the same vesting schedule. It is a forward sale of single-employer exposure, not cash-now-vs-stock-later. With an interactive decision tool.
ConceptInvesting & Portfolio15 min readCalculator
The Engineer's Guide to Systematic Investing
Most people expect investing to be about having an opinion. Systematic investing is about having a process. The evidence, the levels ladder, and the friction calculator that quantifies how small mistakes compound.
StrategyInvesting & Portfolio13 min readCalculator
How Often Should You Rebalance Your Portfolio? An Evidence-Based Answer
Vanguard's 1926-2009 data shows monthly, quarterly, and annual rebalancing produce near-identical risk-adjusted returns. The real questions are bands, cash flow, and taxes. With an interactive checker.
StrategyInvesting & Portfolio14 min readCalculator
Futures Yield Explained: What RSSY Actually Owns
RSSY is not a high-yield ETF. It stacks U.S. equity exposure with a systematic futures carry strategy. Here is what futures yield actually is, what the prospectus discloses, and how the live track record compares to the S&P 500.
StrategyInvesting & Portfolio17 min readCalculator
Farmland and Timberland Investing: Real Diversifiers or Expensive Illiquidity?
Farmland and timber are real asset classes, but the wrapper is the catch. See what platform fees, lockups, and taxes do to your net return vs. public REITs.
StrategyGetting Started15 min readCalculator
The 2% Yield Hiding in Your Budget: Where Credit Card Rewards Belong in a Financial Plan
$47.5B in credit card rewards earned in 2024, but $160B in interest was paid. Where rewards fit in a plan, who should optimize, and who should not.
ConceptInvesting & Portfolio10 min readCalculator
Shareholder Yield: Why Dividend Yield Alone Is Incomplete
Dividend yield misses most of how US companies actually return cash. Boudoukh-Michaely-Richardson-Roberts (2007) showed net payout yield (dividends + buybacks - issuance) has stronger predictive power. With a Net Payout Yield Decomposer.
ConceptInvesting & Portfolio13 min readCalculator
The Stock Market Is Not the Economy: Why GDP Growth Doesn't Predict Stock Returns
The US is 26% of global GDP and 63% of MSCI ACWI. Ritter (2005) found cross-country GDP-equity correlation is negative. Five links separate GDP from per-share return, and a GDP-to-Stock-Return Bridge calculator walks every one.
ConceptInvesting & Portfolio14 min readCalculator
Does the Fed Really Set Interest Rates? Yield Curves, Term Premium, and r-Star Explained
The Fed sets one rate (FFR target). Everything else is markets. The yield curve = expected short rates + term premium, r-star is unobservable, mortgage rates aren't Fed funds + spread. With a Bond Duration Shock + Reinvestment Risk calculator.
MethodologyInvesting & Portfolio16 min readCalculator
The R² Trap: Why Rolling P/E vs. 10-Year Return Charts Are Less Certain Than They Look
Why the viral R² = 0.73 forward P/E vs. 10-year return chart looks more certain than it is. Rolling-window overlap, persistent regressors, and a Monte Carlo demo of spurious R²-with the BRW (2008), Stambaugh, and Goyal-Welch evidence behind it.
StrategyInvesting & Portfolio12 min readCalculator
You Have One Household Portfolio, Not One Per Account
Account labels are wrappers; risk and return live at the household level. Reichenstein after-tax, Viceira human capital, the asset-location 80/20, and a Household X-Ray calculator with location flags.
ConceptInvesting & Portfolio13 min readCalculator
Modern Portfolio Theory for Real Life: Stop Judging Funds in Isolation
Markowitz's portfolio choice for individual investors. Two-asset variance with correlation, the 'correlations go to one' supplement, the marginal-fund test, and a portfolio impact calculator.
ConceptInvesting & Portfolio14 min readCalculator
Personal Leverage: Margin, Leveraged ETFs, Lifecycle Theory, and Forced Selling
How leverage relates to MPT and Sharpe, what Ayres-Nalebuff actually argued, FINRA Reg T and 25% maintenance, the margin-call drawdown formula, daily-reset path dependency, tax wrinkles, and a Margin Stress Test calculator.
ConceptInvesting & Portfolio12 min readCalculator
RMW Explained: The Profitability Factor, Out-of-Sample Evidence, and Avantis vs Dimensional
The Fama-French RMW factor, Novy-Marx's gross profitability, out-of-sample evidence (Wahal, Linnainmaa-Roberts, Harvey-Liu-Zhu, McLean-Pontiff), the Avantis-vs-Dimensional cash-vs-operating disagreement, and a tilt + tracking-error calculator.
ConceptGetting Started12 min readCalculator
The Wealth Ladder: Six Levels, the 0.01% Rule, and Why It's a Map Not a GPS
Nick Maggiulli's six wealth levels, the 0.01% rule, UBS distribution data, and the liquidity / age / geography corrections peer book reviews skip. With total-vs-liquid calculator.
StrategyTax Strategy13 min readCalculator
Tax-Aware Long-Short: Real Tax Alpha or Complex Marketing?
TALS for HNW taxable investors: AQR's loss-capacity research, the gain-deferral surprise, Section 1259 caveat, SMA pass-through, and a hurdle calculator that refuses to estimate alpha.
ConceptRisk & Protection12 min readCalculator
FU Money: The Balance Sheet Number That Buys Back Your Choices
JL Collins's FU Money is enough accessible wealth to refuse a bad deal without your life falling apart. Five autonomy levels, the Fed and Vanguard data, and a runway stress-test calculator.
ConceptInvesting & Portfolio13 min readCalculator
The Problem With Buy the Dip: Why Wasn't the Money Already Invested?
AQR tested 196 buy-the-dip rules; most lost. Vanguard, Dimensional, PWL, and Morningstar agree. The empirical case for investing today, with a cost-of-waiting calculator.
ConceptInvesting & Portfolio12 min readCalculator
Just Keep Buying: A Strong Habit, Not a Complete Plan
Nick Maggiulli's accumulation rule, what it gets right, the savings-vs-returns crossover most peer posts miss, and which dollars it doesn't apply to. With calculator.
ConceptInvesting & Portfolio17 min readCalculator
Do Stock Valuations Still Matter? What CAPE Tells You About the Next Decade
CAPE near 40 doesn't mean sell. It means lower your forward return assumptions. The academic evidence on valuation ratios as long-horizon return forecasts, the valid criticisms of CAPE, and an interactive calculator for your own assumptions.
ConceptInvesting & Portfolio18 min readCalculator
Do 200 Years of Stock Returns Still Matter? Yes, but Not as a Forecast
Long-run stock history is relevant because it shows returns are regime-dependent, not because it produces a clean 6-7% real constant. McQuarrie's data corrections, the international evidence, the railroad case, and a calculator that compares terminal wealth across five historical regimes.
StrategyHome & Big Purchases16 min readCalculator
Are You About to Be House-Poor? A Stress Test for RSU-Heavy Households
Most home affordability calculators ask if you can make the payment. This one asks if you'll still be solvent if your RSUs drop 40% and a repair hits.
ConceptInvesting & Portfolio13 min readCalculator
Stocks Usually Win. "Usually" Is Not a Financial Plan.
Stocks lost to bonds for 20, 41, and even 68 years in a row. Your retirement plan needs to survive that scenario. Here's what 220 years of data show.
StrategyInvesting & Portfolio16 min readCalculator
Do You Need Managed Futures? An Evidence-Based Look at Trend Following, Return Stacking, and the Cockroach Portfolio
Trend-following managed futures can diversify across regimes, but they're not magic. Here's the evidence, the tradeoffs, and who should and shouldn't use them.
StrategyInvesting & Portfolio17 min readCalculator
Covered Calls Are Not Free Income: What XYLD, QYLD, JEPI, and JEPQ Actually Cost You
Covered-call ETFs distribute 8-12% per year while the underlying strategy earns far less. Here's the academic evidence, the tax drag, and who they actually fit.
StrategyRisk & Protection16 min readCalculator
Is a 30-Year Fixed Mortgage an Inflation Hedge? Yes, With Important Caveats
A 30-year fixed mortgage can hedge inflation, but only conditionally. Here's the math, Bernstein's four deep risks, and when the framing breaks down.
StrategyGetting Started17 min readCalculator
Should Med, Law, and MBA Students Save Money? The Case for Lifecycle Consumption Smoothing
Med, law, and MBA students often save little or borrow during school. Here's the academic case (Choi, Carroll), the risks, and the middle ground.
StrategyInvesting & Portfolio16 min readCalculator
Do You Need Return Stacking? A Hurdle-Rate Framework for Portable Alpha
Return-stacked ETFs (NTSX, RSSB, RSST, SPLS) promise diversification without sacrificing equity. Here's the hurdle-rate framework for evaluating any of them.
ConceptInvesting & Portfolio18 min readCalculator
Should You Buy IPO Stocks? Why the "Ground Floor" Is Often the Exit
Mega-IPOs from SpaceX to OpenAI are coming. Here's the academic evidence on IPO returns, the first-day-pop trap, and what indexers actually own.
ConceptInvesting & Portfolio14 min readCalculator
Most Stocks Lose to T-Bills. The Market Still Wins.
58% of U.S. stocks since 1926 lost to Treasury bills lifetime. Just 4% account for all stock-market wealth. Here's why broad diversification wins mathematically.
StrategyRisk & Protection18 min readCalculator
The Best Inflation Hedges Are Boring: Not Stocks, Gold, or Bitcoin
Keeping up with inflation long-term is not hedging inflation when you need it. The real answer is explicit CPI-linked assets (I Bonds and TIPS) plus fixed-rate debt as the underrated liability-side hedge. Includes an after-tax real yield calculator.
StrategyRisk & Protection14 min readCalculator
Emergency Fund Sizing: 3, 6, 12, or 24 Months? A Job-Risk Matrix Based on Real Labor Data
The 3-6 month rule is lazy. BLS data shows unemployment duration varies by industry. A job-risk matrix and sizing calculator for your household's real income-shock risk.
StrategyTax Strategy14 min readCalculator
RSU Withholding Calculator: What Federal Rate Should You Choose at Each Vest?
Your RSUs are not taxed at 22%. They are often withheld at 22%. Use this per-vest calculator to project your real federal tax, pick the right election, and check IRS safe harbor before April.
StrategyHome & Big Purchases14 min readCalculator
Mortgage Points: When They're Worth It and When They're Not
Points are a prepayment of interest, not a rate hack. Learn the CFPB break-even framework, who should and shouldn't buy points, and why shopping lenders beats chasing a headline rate. Includes an interactive decision calculator.
ConceptInvesting & Portfolio12 min readCalculator
VTI vs. VOO: The Most Overrated Decision in Investing
VTI and VOO are 99% correlated with 87% overlap. VTI is the more principled choice. VOO is perfectly fine. The bigger mistake is obsessing over this decision instead of the ones that actually matter.
ConceptRisk & Protection16 min readCalculator
Don't Mix Insurance With Investing: Why Term Life Usually Wins
Insurance is for transferring catastrophic risk. Investing is for compounding capital. When a product tries to do both, you usually get more complexity, more fees, and more sales incentives. Here is the evidence.
StrategyRisk & Protection16 min readCalculator
Term Life Insurance: How Much You Need, How to Buy It, and What to Avoid
Life insurance is a temporary hedge against catastrophic income loss. Use the needs-based calculator to find your coverage gap, learn why employer coverage is not enough, and why term almost always beats whole life.
StrategyHome & Big Purchases16 min readCalculator
The True Cost of Owning a Home: Cash, Economic, and Exit Value
Your mortgage payment is not your cost of ownership. Learn the three views (cash, economic, exit) used by HUD and CFPB, see the real categories most buyers underestimate, and use the interactive calculator to compute your own numbers.
StrategyHome & Big Purchases14 min readCalculator
The True Cost of Owning a Car: Depreciation, Not the Monthly Payment
Depreciation is usually the largest cost of car ownership, and most buyers never see it. Learn the AAA/Edmunds TCO framework, see how gas, hybrid, and EV costs compare, and use the interactive calculator to find your real cost per mile.
StrategyTax Strategy14 min readCalculator
The HSA Investing Strategy: Triple Tax Advantage for High Earners
Only 15% of HSA holders invest their funds. The rest are leaving the most tax-advantaged account in America sitting in cash. Here is the receipt hoarding strategy, the math, and who it is (and is not) for.
StrategyRisk & Protection18 min readCalculator
Where to Park Your Cash: A High Earner's Guide to SGOV, T-Bills, HYSAs, and Munis
Your HYSA is costing you money in state taxes. SGOV, T-bills, and muni money markets often beat savings accounts after tax. Use the Cash Reserve Optimizer to size your emergency fund and find the best vehicle for each layer.
StrategyTax Strategy16 min readCalculator
The Tax-Advantaged Trifecta: Mega Backdoor Roth, Backdoor Roth IRA, and HSA
Single-earner married households can save $95,750 in tax-advantaged accounts in 2026; with two 401(k)s + Mega Backdoor access, the ceiling rises to $167,750. The math, the order of operations, and a calculator that handles single, dual-earner, and asymmetric cases.
StrategyHome & Big Purchases16 min readCalculator
How Much to Put Down on a House: The Framework Most Buyers Get Wrong
Stop optimizing for total interest paid. The right down payment depends on cash to close, post-close reserves, PMI thresholds, and loan-bucket boundaries. Includes a calculator for tech workers with RSUs.
ConceptInvesting & Portfolio14 min readCalculator
Zero Fee, Non-Zero Benchmark Risk: Why Fidelity's ZERO Funds Optimize the Wrong Variable
Fidelity's ZERO funds are fine investments. But '0.00% expense ratio' draws attention to the least important basis points while hiding proprietary benchmark risk and narrower market coverage.
StrategyRetirement Planning15 min readCalculator
When to Claim Social Security: The Math Behind the Decision
Claiming at 62 vs. 67 vs. 70 changes your lifetime benefits by hundreds of thousands of dollars. See the break-even math, three case studies, and how taxes complicate the simple answer.
StrategyInvesting & Portfolio14 min readCalculator
Lump Sum vs. Dollar-Cost Averaging: 98 Years of Evidence
Lump sum investing beats DCA 67% of the time. But the real question is when it doesn't. Explore 98 years of S&P 500 data with an interactive calculator and see which strategy won in every starting year since 1928.
StrategyTax Strategy16 min readCalculator
Roth vs. Traditional 401(k) and IRA: The Tax Math That Actually Matters
The answer depends on one number: your break-even retirement tax rate. Use the interactive calculator to find yours, see 2026 brackets, and learn why tax diversification matters more than picking the 'right' account.
ConceptGetting Started18 min readCalculator
How to Start Investing: A Beginner's Guide to Personal Finance and Index Funds
Your first 90 days as an investor. Prioritize spending, open the right account, pick two index funds, and let compounding do the heavy lifting. Evidence-based, no jargon, with an interactive compound interest calculator.
ConceptGetting Started16 min readCalculator
FIRE Calculator: How Much Do You Need to Retire Early?
Calculate your personal FIRE number from your spending and safe withdrawal rate. Reference tables for FIRE numbers by spending level, a savings rate timeline chart, and three fully worked examples at different income levels.
ConceptRetirement Planning15 min readCalculator
Coast FIRE Calculator: Find Your Coast Number at Every Age
Calculate your Coast FIRE number with step-by-step formulas, comprehensive tables by age, and three worked examples. Find out if you have already reached Coast FIRE and what to do next.
StrategyGetting Started14 min readCalculator
Debt Avalanche vs. Snowball: Which Payoff Strategy Saves You More
Compare the two most popular debt payoff strategies side by side. Learn the math behind avalanche and snowball methods, see how extra payments accelerate your timeline, and explore when investing beats paying off debt.
StrategyTax Strategy14 min readCalculator
Tax-Loss Harvesting: How to Turn Portfolio Losses Into Tax Savings
Learn how tax-loss harvesting works, from wash sale rules and capital loss netting to replacement fund strategies. See a worked example of the tax benefit calculation and understand when TLH is worth the effort.
ConceptGetting Started12 min readCalculator
How to Determine Your Financial Independence Number
Your FI number is the portfolio size that lets you stop working. Learn how to calculate it from your spending and safe withdrawal rate, and explore Lean, Comfortable, and Fat FI tiers.
StrategyEquity Compensation12 min readCalculator
RSU Tax Strategy: What Engineers Get Wrong About Equity Compensation
RSU vests are taxable income that can push you into a higher bracket. Learn the sell-vs-hold framework, how to use tax-loss harvesting when diversifying, and the common mistakes engineers make with equity comp.
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