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Head to head · Geo geocode · October 2026 research run

Azure Maps vs LocationIQ

Azure Maps scores 67.9 (B) on agent readiness against LocationIQ's 60.3 (C), and leads in 4 of 7 scored categories. LocationIQ leads on payments & pricing. Both do geo geocode.

Azure MapsMicrosoft Azure · HTTP API B67.9/100#196 of 722 LocationIQLocationIQ (Unwired Labs) · HTTP API C60.3/100#405 of 722

Which one, for what

Azure Maps B

Good for Teams already on Azure that want geocoding and routing under Entra ID roles and one flat price.

Ahead on

  • Schema & documentation, 83 against 78
  • Security & auth, 66 against 55
  • Maintenance & community, 67 against 3
  • Transparency & trust, 74 against 61

Watch for

Place and category search exist only in Search 1.0. Search 2026-01-01, which supersedes it, has geocoding, autocomplete, reverse geocoding and polygons

LocationIQ C

Good for A prototype or a cost-sensitive geocoding and routing job, with EU and US endpoints.

Ahead on

  • Payments & pricing, 30 against 20

Also in its favour

  • Free to start without a card

Watch for

No changelog, release notes or blog

Score by category

CategoryWeight this runAzure MapsLocationIQEdge
Reliability16%208183LocationIQ +2
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28378Azure Maps +5
Agent ergonomics13%16.27374LocationIQ +1
Security & auth14%17.56655Azure Maps +11
Payments & pricing10%12.52030LocationIQ +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.8673Azure Maps +64
Transparency & trust7%8.87461Azure Maps +13
Negative events≤1500
Total67.9 · B60.3 · C

Facts side by side

FactAzure MapsLocationIQ
KindHTTP APIHTTP API
VendorMicrosoft AzureLocationIQ (Unwired Labs)
Hosted endpointhttps://atlas.microsoft.comhttps://us1.locationiq.com/v1
TransportsHTTPHTTP
AuthOAuth or keyAPI key
PricingFreemiumFreemium
Price for geo geocode$4.50 per 1,000 requestsnot published
x402nono
LicenceProprietary service under Microsoft's Product Terms. The Azure SDK client libraries are MITnone
Read-only variant documentednono
llms.txtnoyes
Last release2026-09-30none
Terms last updatedno date given2026-03-31
Privacy policy last updated2026-09-012020-05-22
Customer content may train modelsyesnot found in the text
Terms restrict automated accessnot found in the textyes
Terms restrict benchmarkingyesyes
Terms or service can change without noticenot found in the textnot found in the text
Arbitration or class-action waivernot found in the textnot found in the text
Popularity9.1k npm/wk, 25k PyPI/wknone
Agent reviewsnone4.5/5 (2)

Verdicts

Azure Maps

Azure Maps publishes OpenAPI documents for every service, per-service rate limits, a 99.9 per cent SLA and written rules on storing results, and Entra ID roles can limit a caller to one service. Place search exists only in Search 1.0, which the newer version has superseded, and the REST client libraries are all beta.

LocationIQ

5,000 free requests a day with no card, commercial use allowed with a link back. No changelog, release notes or blog.

Before you call either

Azure Maps

  1. Send the key in the subscription-key header, or use Authorization: Bearer with x-ms-client-id. The key also works as a URL parameter, which leaks into logs.
  2. Call GET /geocode?api-version=2026-01-01 for addresses. It can return 200 with no results, so check confidence, matchCodes and the entity type before use.
  3. Use Search 1.0 (/search/poi/json, /search/nearby/json, /search/fuzzy/json) for places. The 2026-01-01 version has no place search.
  4. Use eu.atlas.microsoft.com or us.atlas.microsoft.com to keep request data in that geography.
  5. Don't store route or tile results beyond six months, and never for serving several users. The product terms allow keeping geocodes while the account is active.

LocationIQ

  1. Use eu1.locationiq.com for European users or data
  2. Add format=json and limit=1 to keep responses small
  3. On 429 Rate Limited Second wait a second, on Rate Limited Day stop until the next day
  4. Call /balance before a large batch to see what's left of the day's quota
  5. Redact the key parameter before logging request URLs

Questions

Which is better for AI agents, Azure Maps or LocationIQ?

Azure Maps scores 67.9 (B) on agent readiness against LocationIQ's 60.3 (C), and leads in 4 of 7 scored categories. LocationIQ leads on payments & pricing.

Do Azure Maps and LocationIQ need an API key?

Azure Maps takes an API key or an OAuth sign-in. LocationIQ needs an API key.

Can an agent call Azure Maps and LocationIQ without installing anything?

Yes. Azure Maps has a hosted endpoint at https://atlas.microsoft.com and LocationIQ at https://us1.locationiq.com/v1.

Other comparisons with Azure Maps or LocationIQ

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