The Math

The assumptions and formulas behind every number on this site — and why we make the choices we do.

Two rules that govern everything

1. Default to real returns, not nominal. A 10% nominal return sounds better than a 7% real return, but the nominal number overstates the outcome because it ignores inflation. Every future dollar amount on this site is either shown in real terms or shown with its inflation-adjusted equivalent alongside.

2. Show medians, not averages. Averages in wealth data are distorted by a few extreme outliers (the billionaires in the sample). Where the data lets us, we report the median — the middle outcome, not the flattered average.

Our default assumptions

AssumptionDefaultSource
Real (inflation-adjusted) stock return — preferred default7%Investopedia 6.81%; SmartAsset 6.5%; multiple sources ~6.5–7%
Nominal stock return10%Damodaran 1928–2024 (9.94% compound); Investopedia 10.09%
Long-run inflation3%BLS CPI long-run average
Safe withdrawal rate (FIRE)4% (with caveats)Trinity study — we flag its limitations
Business valuation multiple2–4× SDE (small business)Industry-dependent; stated as a range, not a point

The core formulas

Compound interest: FV = P(1+r/n)^(nt) + PMT · [((1+r/n)^(nt) − 1) / (r/n)]
Timeline to a goal: n = ln[(target + PMT/i) / (P + PMT/i)] / ln(1+i)
Cash-on-cash return: annual cash flow ÷ total cash invested
Business valuation: enterprise value ≈ SDE (or EBITDA) × multiple

Why we show the working

Every calculator on this site shows its formula and its intermediate steps. The point is trust: you should be able to reproduce the number yourself, and you should see exactly which assumptions produced it. A black-box calculator is a magic trick; we show you the trick.

Limitations of every model

  • Returns are modeled as constant, but real markets are volatile and sequence-of-returns matters.
  • Contributions are modeled as constant, but most people save more over time.
  • Taxes and fees are simplified; use tax-advantaged accounts and low-cost funds to keep them small.
  • These are estimates, not forecasts or guarantees. Past performance does not predict future results.

For the full legal disclaimer, see the disclaimer page.