Active mind

Fermi estimation: a 5-minute mental workout anyone can do

By Bambú team

How many piano tuners are there in Chicago? It sounds impossible to answer without looking it up. But with a few reasonable guesses, you can get surprisingly close. This kind of question is called a Fermi problem, after the physicist Enrico Fermi, who was known for making quick, sensible estimates of quantities that seemed unknowable.

Fermi estimation is one of the best everyday thinking exercises we know. It needs no equipment, takes five minutes, and trains something useful: breaking a big, vague question into small pieces you can reason about.

How it works

The trick is to replace one impossible question with several easy ones, then multiply.

  1. Write down what you’re estimating. Be specific about the unit: tuners, liters, cups per day.
  2. Break it into factors. What would you need to know to calculate it?
  3. Guess each factor with round numbers. You’re aiming for the right order of magnitude, not precision.
  4. Multiply, and sanity-check. Does the result feel plausible? If not, which factor looks off?

A worked example: piano tuners in Chicago

  • People in Chicago: roughly 3 million.
  • People per household: about 2.5, so around 1.2 million households.
  • Households with a piano: maybe 1 in 20, so about 60,000 pianos. Add some schools, churches and venues: let’s say 70,000.
  • How often a piano is tuned: about once a year, so 70,000 tunings a year.
  • Tunings one tuner can do: maybe 4 a day, 5 days a week, 50 weeks a year, about 1,000 a year.
  • Estimate: 70,000 ÷ 1,000 = about 70 piano tuners.

The real number is unknowable from here, but the method gives you an answer in the right range, and, just as important, it shows which assumptions matter most. If you think 1 in 10 households has a piano instead of 1 in 20, the answer doubles. That’s the kind of insight Fermi thinking gives you.

How to judge your answer

With estimation, being “off by a factor of two” is a good result. Off by ten is still useful: you got the scale right. That’s why Bambú scores estimates on a logarithmic scale: guessing 50 when the answer is 100 counts the same as guessing 200. Precision isn’t the point; reasoning is.

Common mistakes

  • Skipping the units. Mixing per day and per year is the most common slip. Write the unit next to every number.
  • False precision. “3,412,000 people” adds nothing over “about 3 million”. Round numbers keep the math in your head.
  • Anchoring on the first number. If one factor is a wild guess, try a high and a low version and see how much it changes the answer.
  • Giving up. You don’t need to know. You only need to make a reasonable guess and say why.

Try one today

Here are a few to practice, without looking anything up first:

  • How many liters of water fit in an Olympic swimming pool?
  • How many books does an average public library hold?
  • How many times does a heart beat in a lifetime?
  • How many slices of pizza are eaten in your city on a Friday night?

Pick one, give yourself five minutes and a scrap of paper, then check a reliable source. Notice which assumption was furthest off. That’s where the learning is.

In Bambú, Estimate is one of three exercise types in the daily plan, and it often appears as the daily challenge: everyone gets the same question, and after answering, you see, anonymously, how your reasoning compares with everyone else’s.