Head to head · Geo geocode · October 2026 research run
Amazon Location Service vs Azure Maps
Amazon Location Service scores 74.1 (BB) on agent readiness against Azure Maps's 67.9 (B), and leads in 4 of 7 scored categories. Azure Maps leads on maintenance & community. Both do geo geocode. Amazon Location Service is cheaper for geo geocode, $0.50 against $4.50 per 1,000 requests.
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 81
- Agent ergonomics, 88 against 73
- Security & auth, 73 against 66
Also in its favour
- Cheaper for geo geocode, $0.50 against $4.50 per 1,000 requests
- 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 Teams already on Azure that want geocoding and routing under Entra ID roles and one flat price.
Ahead on
- Maintenance & community, 67 against 60
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
Score by category
| Category | Weight this run | Amazon Location Service | Azure Maps | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 95 | 81 | Amazon Location Service +14 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 87 | 83 | Amazon Location Service +4 |
| Agent ergonomics | 13%16.2 | 88 | 73 | Amazon Location Service +15 |
| Security & auth | 14%17.5 | 73 | 66 | Amazon Location Service +7 |
| Payments & pricing | 10%12.5 | 20 | 20 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 60 | 67 | Azure Maps +7 |
| Transparency & trust | 7%8.8 | 70 | 74 | Azure Maps +4 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 74.1 · BB | 67.9 · B |
Facts side by side
| Fact | Amazon Location Service | Azure Maps |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Amazon Web Services | Microsoft Azure |
| Hosted endpoint | https://places.geo.us-east-1.amazonaws.com | https://atlas.microsoft.com |
| Transports | HTTP | HTTP |
| Auth | API key | OAuth or key |
| Pricing | Pay per use | Freemium |
| Price for geo geocode | $0.50 per 1,000 requests | $4.50 per 1,000 requests |
| 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 | Proprietary service under Microsoft's Product Terms. The Azure SDK client libraries are MIT |
| Read-only variant documented | yes | no |
| llms.txt | yes | no |
| Last release | 2026-08-17 | 2026-09-30 |
| Terms last updated | 2026-10-01 | no date given |
| Privacy policy last updated | 2026-05-18 | 2026-09-01 |
| Customer content may train models | yes, with an opt-out | yes |
| Terms restrict automated access | yes | not found in the text |
| 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 | 9.1k npm/wk, 25k PyPI/wk |
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.
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.
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
Azure Maps
- Send the key in the
subscription-keyheader, or useAuthorization: Bearerwithx-ms-client-id. The key also works as a URL parameter, which leaks into logs. - Call
GET /geocode?api-version=2026-01-01for addresses. It can return 200 with no results, so checkconfidence,matchCodesand the entity type before use. - Use Search 1.0 (
/search/poi/json,/search/nearby/json,/search/fuzzy/json) for places. The 2026-01-01 version has no place search. - Use
eu.atlas.microsoft.comorus.atlas.microsoft.comto keep request data in that geography. - 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.
Questions
Which is better for AI agents, Amazon Location Service or Azure Maps?
Amazon Location Service scores 74.1 (BB) on agent readiness against Azure Maps's 67.9 (B), and leads in 4 of 7 scored categories. Azure Maps leads on maintenance & community.
Which is cheaper for geo geocode, Amazon Location Service or Azure Maps?
Amazon Location Service, at $0.50 per 1,000 requests against $4.50 per 1,000 requests for Azure Maps. These are the vendors' published prices for the job.
Do Amazon Location Service and Azure Maps need an API key?
Amazon Location Service needs an API key. Azure Maps takes an API key or an OAuth sign-in.
Can an agent call Amazon Location Service and Azure Maps without installing anything?
Yes. Amazon Location Service has a hosted endpoint at https://places.geo.us-east-1.amazonaws.com and Azure Maps at https://atlas.microsoft.com.
Other comparisons with Amazon Location Service or Azure Maps
- Amazon Location Service vs ArcGIS Location Platform
- Amazon Location Service vs Geoapify Location Platform + MCP
- Amazon Location Service vs Google Maps Platform + Grounding Lite MCP
- Amazon Location Service vs LocationIQ
- 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 Azure Maps
- Azure Maps vs Geoapify Location Platform + MCP
- Azure Maps vs Google Maps Platform + Grounding Lite MCP
- Azure Maps vs LocationIQ
- Azure Maps vs Mapbox APIs + MCP
- Azure Maps vs MapQuest
- Azure Maps vs OpenCage Geocoding API
- Azure Maps vs Stadia Maps
- Azure Maps vs TomTom Maps APIs + MCP
Machine-readable
- This page as Markdown
/compare/amazon-location-vs-azure-maps.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/amazon-location.json·/api/v1/tools/azure-maps.json - From a terminal
anchor compare amazon-location azure-maps(the CLI) - Over MCP
compare_tools {"a": "amazon-location", "b": "azure-maps"}at/mcp, no key