Methodology and sources

How the OrbitLabX Cost of Living Index is built, where the data comes from, and how to cite it.

What the index measures

The index compares what the same monthly basket of everyday goods and services costs for one person in each place we track. It is a relative measure: 100 is the median place in our dataset. A place at 120 is about 20% more expensive than that typical place; one at 80 is about 20% cheaper.

We publish five indices per place: Cost of Living + Rent (everything), Cost of Living (excluding rent), and the Rent, Groceries and Restaurants components. Country figures are the median of the places we track in that country.

The monthly basket (one person)

GroceriesMilk 8 L, bread 6 × 500 g, eggs 2.5 dozen, rice 2 kg, chicken 3 kg, cheese 1 kg, apples 3 kg, bananas 3 kg, supermarket beer 4 × 0.5 L, wine 1 bottle
Restaurants10 inexpensive meals, half of a three-course meal for two, 2 fast-food combos, 12 cappuccinos, 4 soft drinks, 4 draft beers
Transport1 monthly public-transport pass (or 40 single tickets), 2 taxi rides of 5 km
Leisure1 gym membership, 2 cinema tickets
Rent1-bedroom apartment, long-term, unfurnished, typical (outside the very centre)

Where prices come from

Each item price is taken, in order of preference, from: reviewed submissions by people who live in or recently visited the place; official statistics and researched listings; and otherwise a model estimate based on the place's overall cost level and its country's price levels. A missing item is filled with the median for its country.

Every place carries a data confidence label: “Verified data” when at least half of its basket is priced from real observations, “Partly verified” from 20%, otherwise “Estimated”. As people add prices, places move up.

Updates and versions

The index is recalculated monthly and each month is kept as a dated snapshot (for example 2026-10), so published figures never change after the fact and trends over time can be tracked. The method version is shown with every snapshot (currently col-v1); if the method changes, the version changes.

How to cite

OrbitLabX (2026). OrbitLabX Cost of Living Index, [month], method col-v1. https://orbitlabx.com/cost-of-living

Sources and licences

United States rentsU.S. Dept. of Housing and Urban Development Fair Market Rents; U.S. Census Bureau ACS 5-year
United Kingdom rentsONS Price Index of Private Rents (Open Government Licence v3.0)
France rentsCarte des loyers, Ministère de la Transition écologique / ANIL (Licence Ouverte 2.0)
Ireland rentsResidential Tenancies Board Rent Index via CSO (CC BY 4.0)
Canada rentsStatistics Canada / CMHC Rental Market Survey (Statistics Canada Open Licence)
Spain rentsMinisterio de Vivienda y Agenda Urbana, SERPAVI
New Zealand rentsMBIE Tenancy Services bond data (CC BY 4.0)
Price levelsWorld Bank International Comparison Program & World Development Indicators (CC BY 4.0)
Food pricesWorld Food Programme market prices (CC BY-IGO)
Transit faresPublished GTFS fare data from transit operators
PlacesGeoNames (CC BY 4.0)
Local pricesOrbitLabX researched listings and reviewed submissions from people who live in or recently visited each place

Limitations

Estimates are least reliable for small towns and for places where we have little observed data; rent varies most by neighbourhood. The index describes a typical basket, not any individual's spending. If a number looks wrong, add the price you actually paid on the city page — submissions are reviewed and feed the next update.