GistGarden
GistGarden

One question. One tool.

Every tool here exists because a question needed a real answer — not a rule of thumb. Free, no sign-up, and everything runs in your browser.

Money & retirement

Built alongside 清醒指南 on YouTube · new tool with each episode
New · 繁體 / 简体 / English

Social Security: eight tools, in the order you need them

“Wait until 70” is the standard advice. It answers about a third of the question. These eight calculators work through the rest, in order.

  • Are you even eligible? 40 credits — and why years worked in Taiwan, China or Hong Kong count for nothing
  • Your actual PIA, from your pasted SSA earnings record: AWI indexing, top 35 years, bend points
  • Break-even age, your odds of reaching it from the SSA cohort life table, spousal vs survivor, the earnings test, and how much of it is taxable
break-even, at a 2% real return
82y 8m
56 of 100 men live to see it.
67 of 100 women do.
86 of 100 couples — at least one.
New · 繁體 / 简体 / English

401(k): eight tools, in the order your life asks them

From “how much should I put in” to “the government now makes me take it out”. Every figure traced to a statute — §402(g), §411(a)(2)(B), §72(p), §415(c), §401(a)(9).

  • Capture the match, then Roth vs traditional — the one comparison the whole choice rests on
  • Vesting, fees, and what it really costs to take money out before 59½
  • Changing jobs: four paths side by side, the 60-day trap, and what RMDs do to you at 73
a 0.5% fee, over 30 years
10%
of the account, gone.
It never appears
as a charge on any statement.

Earlier tools

Still here, still free

Concept Garden →

Understand any AI & ML concept in 60 seconds, in plain language.

85 concepts

AI Job Risk →

Will AI replace your job? See what AI could do vs. what it actually does, task by task.

732 jobs

Worth It? →

Should you become a nurse, electrician, accountant…? One honest score from pay, growth & AI risk.

732 careers

Investor Brain →

What's your investor personality? A quiz that reveals the behavioral-finance biases steering your money.

10 investor types

The Day You Were Born →

Enter your birthday: the history, the famous birthdays, and what your money was actually worth back then vs. now.

since 1950

Name Data →

Type any first name: its generation, the year it peaked, where it ranks now, and the estimated age of everyone who carries it.

12,481 names

How the Algorithm Sees You →

A quiz that reveals how advertisers profile your digital footprint — and a rough estimate of what your attention is worth.

8 profiles