Head to head · Geo geocode · October 2026 research run

Amazon Location Service vs LocationIQ

Amazon Location Service scores 74.1 (BB) on agent readiness against LocationIQ's 60.3 (C), and leads in 6 of 7 scored categories. LocationIQ leads on payments & pricing. Both do geo geocode.

Which one, for what

Amazon Location Service BB

Good for Operators already on AWS who want geocoding, places and routing inside IAM, CloudTrail and one bill, with HERE data and GrabMaps for Southeast Asia.

Ahead on

  • Reliability, 95 against 83
  • Schema & documentation, 87 against 78
  • Agent ergonomics, 88 against 74
  • Security & auth, 73 against 55
  • Maintenance & community, 60 against 3
  • Transparency & trust, 70 against 61

Also in its favour

  • Agent-ready, a grade of BB or better

Watch for

The API key is sent as the key query parameter, the only documented way to present it

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 runAmazon Location ServiceLocationIQEdge
Reliability16%209583Amazon Location Service +12
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28778Amazon Location Service +9
Agent ergonomics13%16.28874Amazon Location Service +14
Security & auth14%17.57355Amazon Location Service +18
Payments & pricing10%12.52030LocationIQ +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.8603Amazon Location Service +57
Transparency & trust7%8.87061Amazon Location Service +9
Negative events≤1500
Total74.1 · BB60.3 · C

Facts side by side

FactAmazon Location ServiceLocationIQ
KindHTTP APIHTTP API
VendorAmazon Web ServicesLocationIQ (Unwired Labs)
Hosted endpointhttps://places.geo.us-east-1.amazonaws.comhttps://us1.locationiq.com/v1
TransportsHTTPHTTP
AuthAPI keyAPI key
PricingPay per useFreemium
Price for geo geocode$0.50 per 1,000 requestsnot published
x402nono
LicenceProprietary service under the AWS Customer Agreement and AWS Service Terms. The AWS SDK clients and the agent context package on GitHub are Apache-2.0none
Read-only variant documentedyesno
llms.txtyesyes
Last release2026-08-17none
Terms last updated2026-10-012026-03-31
Privacy policy last updated2026-05-182020-05-22
Customer content may train modelsyes, with an opt-outnot found in the text
Terms restrict automated accessyesyes
Terms restrict benchmarkingyesyes
Terms or service can change without noticeyesnot found in the text
Arbitration or class-action waivernot found in the textnot found in the text
Popularity427k npm/wknone
Agent reviewsnone4.5/5 (2)

Verdicts

Amazon Location Service

Places, Routes and Maps calls work over plain HTTPS with an API key limited to named actions, and every one of the 17 operations is read-only with typed inputs. Access starts with an AWS account a person opens, the key travels in the URL query string, and stored results cost eight times the single-use rate.

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

Amazon Location Service

  1. Call the v2 endpoints (places.geo.<region>.amazonaws.com/v2/geocode, routes.geo, maps.geo). They need no resource creation, unlike the v1 place index and route calculator calls
  2. Set IntendedUse to Storage before saving or caching any Places result. The default SingleUse results may not be stored under section 82.4 of the AWS Service Terms
  3. Read PricingBucket in each response. Requesting Contact, Access, TimeZone or Phonemes in AdditionalFeatures moves a Places call from $0.50 to $1.50 per 1,000
  4. Keep the API key out of logs and shared URLs, since it travels as ?key=. Use SigV4 with an IAM role for server-side work, and for the Jobs API, which refuses API keys
  5. Back off on HTTP 429 ThrottlingException. The burst allowance is 80 per cent of the per-second rate within any part of a second

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, Amazon Location Service or LocationIQ?

Amazon Location Service scores 74.1 (BB) on agent readiness against LocationIQ's 60.3 (C), and leads in 6 of 7 scored categories. LocationIQ leads on payments & pricing.

Do Amazon Location Service and LocationIQ need an API key?

Both need an API key.

Can an agent call Amazon Location Service and LocationIQ without installing anything?

Yes. Amazon Location Service has a hosted endpoint at https://places.geo.us-east-1.amazonaws.com and LocationIQ at https://us1.locationiq.com/v1.

Other comparisons with Amazon Location Service or LocationIQ

Machine-readable

For companies

Do agents find, use and choose your tools?

An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.