Head to head · Geocoding · October 2026 research run
Amazon Location Service vs HERE Location Services
Amazon Location Service scores 74.1 (BB) on agent readiness against HERE Location Services's 58 (C), and leads in 5 of 7 scored categories. Both do geocoding.
Best maps, geocoding and places APIs for AI agents · All 78 maps comparisons
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 57
- Agent ergonomics, 88 against 74
- Security & auth, 73 against 65
- Payments & pricing, 20 against 10
- Transparency & trust, 70 against 63
Also in its favour
- Agent-ready, a grade of BB or better
- No incidents deducted, where HERE Location Services loses 3 points for them
Watch for
The API key is sent as the key query parameter, the only documented way to present it
Good for Fleet and logistics work that needs truck routing, large matrices, isolines, traffic and transit from one vendor with an SLA.
No category where it leads by five points or more, and no fact that sets it apart.
Watch for
Platform Terms section f forbids using HERE Materials in connection with a machine learning or AI system, generative AI included. This matters before any probe is run
Score by category
| Category | Weight this run | Amazon Location Service | HERE Location Services | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 95 | 57 | Amazon Location Service +38 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 87 | 87 | even |
| Agent ergonomics | 13%16.2 | 88 | 74 | Amazon Location Service +14 |
| Security & auth | 14%17.5 | 73 | 65 | Amazon Location Service +8 |
| Payments & pricing | 10%12.5 | 20 | 10 | Amazon Location Service +10 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 60 | 60 | even |
| Transparency & trust | 7%8.8 | 70 | 63 | Amazon Location Service +7 |
| Negative events | ≤15 | 0 | -3 | |
| Total | 74.1 · BB | 58 · C |
Facts side by side
| Fact | Amazon Location Service | HERE Location Services |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Amazon Web Services | HERE Technologies |
| Hosted endpoint | https://places.geo.us-east-1.amazonaws.com | https://geocode.search.hereapi.com/v1 |
| Transports | HTTP | HTTP, Streamable HTTP |
| Auth | API key | OAuth or key |
| Pricing | Pay per use | Freemium |
| Price for geocoding | $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 | Proprietary service under the HERE Platform Terms |
| Tools exposed | none | 13 |
| Read-only variant documented | yes | no |
| llms.txt | yes | yes |
| Last release | 2026-08-17 | 2026-09-09 |
| Terms last updated | 2026-10-01 | 2023-09-18 |
| Privacy policy last updated | 2026-05-18 | 2024-08-29 |
| Customer content may train models | yes, with an opt-out | not found in the text |
| 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 | none |
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.
HERE Location Services
Each endpoint page carries an OpenAPI 3.0 definition as Markdown, and HERE publishes 99.9 per cent monthly availability targets and a six-month deprecation policy. The Platform Terms of September 2023 forbid using HERE Materials in connection with a machine learning or AI system, and the price table could not be read.
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
HERE Location Services
- Send
Authorization: Bearerwith an OAuth token where logs are kept. TheapiKeyquery parameter puts the secret in every URL - Do not store results for more than 30 days, and follow the HTTP caching headers on each response
- Treat 429 and 503 as throttling. HERE says a traffic surge can be throttled for about 10 minutes below the account's quota
- Read
code,causeandactionin the error body, and quotecorrelationIdto support - For Location Reasoning, send
initialize, keep theMcp-Session-Idheader on later calls, and send a bearer token ontools/call
Questions
Which is better for AI agents, Amazon Location Service or HERE Location Services?
Amazon Location Service scores 74.1 (BB) on agent readiness against HERE Location Services's 58 (C), and leads in 5 of 7 scored categories.
Do Amazon Location Service and HERE Location Services need an API key?
Amazon Location Service needs an API key. HERE Location Services takes an API key or an OAuth sign-in.
Can an agent call Amazon Location Service and HERE Location Services without installing anything?
Yes. Amazon Location Service has a hosted endpoint at https://places.geo.us-east-1.amazonaws.com and HERE Location Services at https://geocode.search.hereapi.com/v1.
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- Amazon Location Service vs Google Maps Platform + Grounding Lite MCP
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- Amazon Location Service vs MapQuest
- Amazon Location Service vs OpenCage Geocoding API
- Amazon Location Service vs Radar
- Amazon Location Service vs Stadia Maps
- Amazon Location Service vs TomTom Maps APIs + MCP
- ArcGIS Location Platform vs HERE Location Services
- Azure Maps vs HERE Location Services
- Geoapify Location Platform + MCP vs HERE Location Services
- Google Maps Platform + Grounding Lite MCP vs HERE Location Services
- HERE Location Services vs LocationIQ
- HERE Location Services vs Mapbox APIs + MCP
- HERE Location Services vs MapQuest
- HERE Location Services vs OpenCage Geocoding API
- HERE Location Services vs Radar
- HERE Location Services vs Stadia Maps
- HERE Location Services vs TomTom Maps APIs + MCP
Machine-readable
- This page as Markdown
/compare/amazon-location-vs-here-location-services.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/amazon-location.json·/api/v1/tools/here-location-services.json - From a terminal
anchor compare amazon-location here-location-services(the CLI) - Over MCP
compare_tools {"a": "amazon-location", "b": "here-location-services"}at/mcp, no key