Living Cost Laboratory
The numbers, and the life behind them.

Data & method

Where the numbers come from — and where they stop.

This site gathers publicly available cost information and organizes it into something readable. Here's what I pull, how I read it, and the lines I hold myself to.

Sourcing

What I pull, and from where

Every figure in a city guide or comparison traces back to one of the sources below, and each article restates its own in a Sources & method note at the foot of the page. I separate what a database can tell you from what only living somewhere can.

CategoryWhere it comes fromHow I treat it
RentNumbeo and Livingcost.org, cross-checked against local listings.City-center one-bedroom, monthly, read as an indicative range.
Take-home wagesNumbeo, public wage trackers, and official statistics.Median after-tax, monthly — the income a rent is measured against.
Single-person costNumbeo and Livingcost.org.A range, never one figure; it swings with how a person lives.
History, economy, climate, policyGovernment statistics, official publications, established reporting.Cited where it carries the argument, not for decoration.
Sensory & personal detailMy own experience of a place.Labeled as memory — and flagged where memory, not record, is the source.
Systems & infrastructureGovernment notices, official operator disclosures (railway, transit, telecoms), and state media reporting.Cited with the issuing agency and date; treated as time-sensitive, since rules and rates shift.
University tuition & feesOfficial university admissions portals and TopUniversities.com (QS rankings).Conflicting figures from different sources are shown side by side, never averaged into one number.
Calculator figuresThe same rent, wage, and tuition figures already sourced in the site's own city, comparison, and university articles.No separate database. A city without solid local wage data is left out of the relevant calculation rather than estimated.

Reading the numbers

Three things to know before you lean on a figure

Costs move with neighborhood, season, and lifestyle. Treat every number here as indicative — a starting point to test against current reality, not a quote.

One exchange rate, one moment. Chinese figures are converted at roughly ¥7.2 = $1, read in mid-2026. Rates drift; the conversion is a snapshot, not a live feed.

Comparable on purpose. When two cities sit side by side, I hold the definition steady — after-tax median wage, city-center one-bedroom — so the comparison actually means something instead of comparing a gross salary here with a net one there.

My rules

The lines I hold myself to

The usefulness of these notes rests on a few things I refuse to do. These are mine.

  • 01Record beats memory. When my recollection conflicts with the record, the record wins — and the text usually says where the two disagreed.
  • 02Perspective is always labeled. Every guide tells you whether it's a city lived in, a city visited, or a city researched only from a distance.
  • 03Hearsay stays hearsay. Second-hand claims are marked as second-hand, never dressed up as verified fact.
  • 04Images are verified. A photo tagged with a city is used only once I'm confident it actually shows that place.
  • 05No invented experience. I never fabricate a first-hand account. It's the one line that can't be crossed.
  • 06No promises. No "guaranteed," no "100% secure." Figures are estimates, not assurances.

Freshness

When numbers go out of date

Cost-of-living data ages. I read figures at a point in time and label the year; a number that was right in mid-2026 may not be right the day you read it. Before you use anything here for a real decision — a move, a lease, an offer — check the current figure at its source.

Before a serious decision Verify the underlying numbers independently. Living Cost Laboratory is one person's notes built from public data and personal observation — not relocation, financial, tax, legal, or immigration advice, and no outcome is guaranteed.