A few years ago, I stumbled across the concept of CoastFIRE while reading through personal finance forums at 1 AM. I'm an engineer by trade — I've spent my career breaking systems down into components to understand them — and the idea that there was a single number that could tell me "you're done saving" felt too good to be true.
So I did what engineers do: I didn't trust it. I built a model.
The internet loves clean formulas. "Save 15% of your income." "Multiply your expenses by 25." "You need $1M to retire." But every time I tried to apply these to my own situation, they broke down.
The blog posts I read always had some version of these questions unanswered. So I sat down one Saturday and wrote my first spreadsheet.
My first model assumed a flat 7% return, ignored inflation, and treated all accounts equally. Clean. Simple. Completely wrong.
When I showed it to a friend who works in finance, she pointed out three problems in under a minute:
"Your model is a blueprint for a house with no roof." — my friend, being brutally honest
That critique saved me. It sent me deep into the rabbit hole of Safe Withdrawal Rate research, sequence-of-returns risk, and tax-efficient withdrawal orders.
After a few weekends of refactoring, I had a calculator I actually trusted. When I finally plugged in my real inputs, three things surprised me:
I had been saving aggressively for years without a clear target. When I finally did the math, my CoastFIRE number was substantially lower than I'd assumed. I was within striking distance.
A 50% match on 6% of salary sounds small, but over 30 years that "free money" compounded into over six figures. It changed my strategy — I stopped treating the match as a "nice to have" and made it the first priority.
Hitting the number didn't mean I'd actually stop saving. The habit was too ingrained. What hitting the number did do was give me permission to say no to projects I didn't want, and yes to ones that paid less but meant more.
The real insight wasn't about money. It was about optionality. Before I knew my CoastFIRE number, every career decision carried an invisible weight: "Is this paying me enough to retire someday?" After I knew my number, that weight was gone. The decisions got clearer. The work got better.
After my friend saw my spreadsheet, she asked me to run her numbers. Then her partner. Then a coworker. Every time, I realized the spreadsheet had a dozen inputs that non-engineers would find confusing — but the insight people got when they saw their number was genuinely life-changing.
So I turned the spreadsheet into a web app. No logins. No data collection. Nothing to buy. Just the math, done right, in your browser. That's the calculator you're using right now.
Calculate Your CoastFIRE Number →If I were starting from scratch today, I'd do three things differently:
If you're reading this and you haven't run your numbers yet — do it today. It takes 5 minutes. You might be closer than you think.