Cost-of-living comparisons
Use Numbeo endpoints to turn cost-of-living comparisons into repeatable API requests with documented inputs and JSON responses.
Compare cities and countries with normalized Numbeo cost-of-living and quality indices. Retrieve city or country detail and current or historical rankings for location research, relocation products, market analysis, and local-data enrichment.
Retrieve public Numbeo cost-of-living, quality-of-life, crime, health-care, pollution, traffic, and property indices as structured JSON.
Endpoint families
2
Documented params
20
Examples
8
Live catalog snapshot
Active endpoints
8
Methods
GET
Required params
16
Schema refs
8
{
"platform": "Numbeo",
"endpoint": "numbeo-cost-of-living-rankings",
"method": "GET",
"path": "/numbeo/cost-of-living/rankings",
"auth": "apiKey"
}Use cases
Retrieve public Numbeo cost-of-living, quality-of-life, crime, health-care, pollution, traffic, and property indices as structured JSON.
Use Numbeo endpoints to turn cost-of-living comparisons into repeatable API requests with documented inputs and JSON responses.
Use Numbeo endpoints to turn city and country market research into repeatable API requests with documented inputs and JSON responses.
Use Numbeo endpoints to turn relocation and location intelligence into repeatable API requests with documented inputs and JSON responses.
Managed execution
Each Crawlora platform API is designed around a specific data surface. Instead of exposing a generic fetch endpoint, Crawlora combines endpoint-specific request logic, managed infrastructure, parsing, normalization, billing, and Playground-tested examples.
Request behavior is tuned for the target platform and endpoint type.
Supported endpoints can use managed proxy routing to improve reliability and reduce infrastructure work.
Dynamic pages can be routed through managed browser instances where JavaScript rendering is required.
Challenge pages and unusable upstream responses are detected and surfaced clearly.
Results are returned as documented JSON instead of raw HTML.
Test the same route from Docs and Playground before production integration.
Coverage map
These cards are generated from the active endpoint catalog, so the landing page reflects the same API surface used by Docs and Playground.
/numbeo/cost-of-living/rankings
/numbeo/indices/rankings
Endpoint catalog
/numbeo/cost-of-living/rankingsReturns the global cost-of-living city ranking (Cost of Living, Rent, Cost of Living Plus Rent, Groceries, Restaurant Price, and Local Purchasing Power indices), either the continuously-updated current index or a historical periodic snapshot. Credential-free public Numbeo data (numbeo.com).
/numbeo/cost-of-living/rankings-by-countryReturns the global country-level cost-of-living ranking (Cost of Living, Rent, Cost of Living Plus Rent, Groceries, Restaurant Price, and Local Purchasing Power indices). Credential-free public Numbeo data (numbeo.com).
/numbeo/cost-of-living/city/{slug}Returns itemized cost-of-living prices for one city (restaurants, markets, transportation, utilities, rent, and more), grouped by category. Credential-free public Numbeo data (numbeo.com).
/numbeo/cost-of-living/countryReturns aggregate itemized cost-of-living prices for a country, plus the headline cost-of-living indices for every city Numbeo tracks there. Credential-free public Numbeo data (numbeo.com).
/numbeo/indices/rankingsReturns the global city ranking for a Numbeo index family, either the continuously-updated current index or a historical periodic snapshot. Credential-free public Numbeo data (numbeo.com).
/numbeo/indices/rankings-by-countryReturns the global country-level ranking for a Numbeo index family. Credential-free public Numbeo data (numbeo.com).
/numbeo/indices/city/{slug}Returns one city's data for a Numbeo index family (quality of life, crime, health care, pollution, traffic, or property investment): headline indices, and (depending on the family) titled sub-index sections and/or itemized prices. Credential-free public Numbeo data (numbeo.com).
/numbeo/indices/countryReturns one country's aggregate data for a Numbeo index family, plus every city Numbeo tracks there with its index breakdown. Credential-free public Numbeo data (numbeo.com).
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How to scrape Numbeo
Crawlora's Numbeo endpoints normalize public city and country indices into JSON, including rankings and historical periods where Numbeo exposes them.
Retrieve a city by slug, a country by name, or a ranked city or country list.
Use cost of living or select quality of life, crime, health care, pollution, traffic, or property investment.
Use current rankings or request an available historical period.
Feed normalized values into dashboards, scoring models, and relocation workflows.
FAQ
Yes. Use the city and country detail endpoints or ranking endpoints to compare normalized cost-of-living and quality indices.
Ranking endpoints accept historical scope and period parameters when the requested Numbeo index provides historical data.