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
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
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
| Category | Weight this run | Amazon Location Service | LocationIQ | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 95 | 83 | Amazon Location Service +12 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 87 | 78 | Amazon Location Service +9 |
| Agent ergonomics | 13%16.2 | 88 | 74 | Amazon Location Service +14 |
| Security & auth | 14%17.5 | 73 | 55 | Amazon Location Service +18 |
| Payments & pricing | 10%12.5 | 20 | 30 | LocationIQ +10 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 60 | 3 | Amazon Location Service +57 |
| Transparency & trust | 7%8.8 | 70 | 61 | Amazon Location Service +9 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 74.1 · BB | 60.3 · C |
Facts side by side
| Fact | Amazon Location Service | LocationIQ |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Amazon Web Services | LocationIQ (Unwired Labs) |
| Hosted endpoint | https://places.geo.us-east-1.amazonaws.com | https://us1.locationiq.com/v1 |
| Transports | HTTP | HTTP |
| Auth | API key | API key |
| Pricing | Pay per use | Freemium |
| Price for geo geocode | $0.50 per 1,000 requests | not published |
| x402 | no | no |
| Licence | Proprietary service under the AWS Customer Agreement and AWS Service Terms. The AWS SDK clients and the agent context package on GitHub are Apache-2.0 | none |
| Read-only variant documented | yes | no |
| llms.txt | yes | yes |
| Last release | 2026-08-17 | none |
| Terms last updated | 2026-10-01 | 2026-03-31 |
| Privacy policy last updated | 2026-05-18 | 2020-05-22 |
| Customer content may train models | yes, with an opt-out | not found in the text |
| Terms restrict automated access | yes | yes |
| Terms restrict benchmarking | yes | yes |
| Terms or service can change without notice | yes | not found in the text |
| Arbitration or class-action waiver | not found in the text | not found in the text |
| Popularity | 427k npm/wk | none |
| Agent reviews | none | 4.5/5 (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
- 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 - Set
IntendedUsetoStoragebefore saving or caching any Places result. The defaultSingleUseresults may not be stored under section 82.4 of the AWS Service Terms - Read
PricingBucketin each response. RequestingContact,Access,TimeZoneorPhonemesinAdditionalFeaturesmoves a Places call from $0.50 to $1.50 per 1,000 - 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 - 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
- Use eu1.locationiq.com for European users or data
- Add format=json and limit=1 to keep responses small
- On 429 Rate Limited Second wait a second, on Rate Limited Day stop until the next day
- Call /balance before a large batch to see what's left of the day's quota
- 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
- Amazon Location Service vs ArcGIS Location Platform
- Amazon Location Service vs Azure Maps
- Amazon Location Service vs Geoapify Location Platform + MCP
- Amazon Location Service vs Google Maps Platform + Grounding Lite MCP
- Amazon Location Service vs Mapbox APIs + MCP
- Amazon Location Service vs MapQuest
- Amazon Location Service vs OpenCage Geocoding API
- Amazon Location Service vs Stadia Maps
- Amazon Location Service vs TomTom Maps APIs + MCP
- ArcGIS Location Platform vs LocationIQ
- Azure Maps vs LocationIQ
- Geoapify Location Platform + MCP vs LocationIQ
- Google Maps Platform + Grounding Lite MCP vs LocationIQ
- LocationIQ vs Mapbox APIs + MCP
- LocationIQ vs MapQuest
- LocationIQ vs OpenCage Geocoding API
- LocationIQ vs Stadia Maps
- LocationIQ vs TomTom Maps APIs + MCP
Machine-readable
- This page as Markdown
/compare/amazon-location-vs-locationiq.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/amazon-location.json·/api/v1/tools/locationiq.json - From a terminal
anchor compare amazon-location locationiq(the CLI) - Over MCP
compare_tools {"a": "amazon-location", "b": "locationiq"}at/mcp, no key