Head to head · Geo geocode · October 2026 research run
Amazon Location Service vs MapQuest
Amazon Location Service scores 74.1 (BB) on agent readiness against MapQuest's 35.1 (F), and leads in 6 of 7 scored categories. MapQuest 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 23
- Schema & documentation, 87 against 47
- Agent ergonomics, 88 against 60
- Security & auth, 73 against 28
- Maintenance & community, 60 against 23
- Transparency & trust, 70 against 28
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
MapQuest F
Good for An agent that needs US-centred geocoding, routing with truck profiles, traffic and place search behind one account, with an MCP server ready to connect.
Ahead on
- Payments & pricing, 30 against 20
Watch for
No API terms of service found. The legal link leads to System1's 2021 website terms, which allow personal, non-commercial use only
Score by category
| Category | Weight this run | Amazon Location Service | MapQuest | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 95 | 23 | Amazon Location Service +72 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 87 | 47 | Amazon Location Service +40 |
| Agent ergonomics | 13%16.2 | 88 | 60 | Amazon Location Service +28 |
| Security & auth | 14%17.5 | 73 | 28 | Amazon Location Service +45 |
| Payments & pricing | 10%12.5 | 20 | 30 | MapQuest +10 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 60 | 23 | Amazon Location Service +37 |
| Transparency & trust | 7%8.8 | 70 | 28 | Amazon Location Service +42 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 74.1 · BB | 35.1 · F |
Facts side by side
| Fact | Amazon Location Service | MapQuest |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Amazon Web Services | MapQuest (System1) |
| Hosted endpoint | https://places.geo.us-east-1.amazonaws.com | https://www.mapquestapi.com |
| Transports | HTTP | HTTP, Streamable HTTP |
| Auth | API key | OAuth or key |
| Pricing | Pay per use | Pay per use |
| 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 | Proprietary service. No API terms were found published without a login |
| Read-only variant documented | yes | no |
| llms.txt | yes | yes |
| Last release | 2026-08-17 | 2026-07-16 |
| Terms last updated | 2026-10-01 | no document linked |
| Privacy policy last updated | 2026-05-18 | no document linked |
| Customer content may train models | yes, with an opt-out | |
| Terms restrict automated access | yes | |
| Terms restrict benchmarking | yes | |
| Terms or service can change without notice | yes | |
| Arbitration or class-action waiver | 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.
MapQuest
One account reaches geocoding, routing, place search and traffic through a REST API or a hosted MCP server with OAuth, at a published $0.0045 a transaction. No API terms, status page, changelog or product OpenAPI spec was found, and REST keys travel in the query string.
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
MapQuest
- Register an account and create an API key before connecting the MCP server. Every tool needs an active key, chosen by nickname on first use
- Send REST calls to
https://www.mapquestapi.comwithkeyin the query string, and redact it from logged URLs - Read
info.statuscodein geocoding and directions responses. 0 is success, and errors such as 610 (ambiguous location) arrive in the body - Set
thumbMaps=falseandmaxResultson geocoding, andpageSize(1 to 50) on place search, to keep responses small - Do not store or cache geocodes on a monthly or pay-as-you-go plan
Questions
Which is better for AI agents, Amazon Location Service or MapQuest?
Amazon Location Service scores 74.1 (BB) on agent readiness against MapQuest's 35.1 (F), and leads in 6 of 7 scored categories. MapQuest leads on payments & pricing.
Do Amazon Location Service and MapQuest need an API key?
Amazon Location Service needs an API key. MapQuest takes an API key or an OAuth sign-in.
Can an agent call Amazon Location Service and MapQuest without installing anything?
Yes. Amazon Location Service has a hosted endpoint at https://places.geo.us-east-1.amazonaws.com and MapQuest at https://www.mapquestapi.com.
Other comparisons with Amazon Location Service or MapQuest
- 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 LocationIQ
- Amazon Location Service vs Mapbox APIs + MCP
- 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 MapQuest
- Azure Maps vs MapQuest
- Geoapify Location Platform + MCP vs MapQuest
- Google Maps Platform + Grounding Lite MCP vs MapQuest
- LocationIQ vs MapQuest
- Mapbox APIs + MCP vs MapQuest
- MapQuest vs OpenCage Geocoding API
- MapQuest vs Stadia Maps
- MapQuest vs TomTom Maps APIs + MCP
Machine-readable
- This page as Markdown
/compare/amazon-location-vs-mapquest.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/amazon-location.json·/api/v1/tools/mapquest.json - From a terminal
anchor compare amazon-location mapquest(the CLI) - Over MCP
compare_tools {"a": "amazon-location", "b": "mapquest"}at/mcp, no key