Head to head · Geo geocode · October 2026 research run
Azure Maps vs MapQuest
Azure Maps scores 67.9 (B) 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 Teams already on Azure that want geocoding and routing under Entra ID roles and one flat price.
Ahead on
- Reliability, 81 against 23
- Schema & documentation, 83 against 47
- Agent ergonomics, 73 against 60
- Security & auth, 66 against 28
- Maintenance & community, 67 against 23
- Transparency & trust, 74 against 28
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
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 | Azure Maps | MapQuest | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 81 | 23 | Azure Maps +58 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 83 | 47 | Azure Maps +36 |
| Agent ergonomics | 13%16.2 | 73 | 60 | Azure Maps +13 |
| Security & auth | 14%17.5 | 66 | 28 | Azure Maps +38 |
| 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 | 67 | 23 | Azure Maps +44 |
| Transparency & trust | 7%8.8 | 74 | 28 | Azure Maps +46 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 67.9 · B | 35.1 · F |
Facts side by side
| Fact | Azure Maps | MapQuest |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Microsoft Azure | MapQuest (System1) |
| Hosted endpoint | https://atlas.microsoft.com | https://www.mapquestapi.com |
| Transports | HTTP | HTTP, Streamable HTTP |
| Auth | OAuth or key | OAuth or key |
| Pricing | Freemium | Pay per use |
| Price for geo geocode | $4.50 per 1,000 requests | not published |
| x402 | no | no |
| Licence | Proprietary service under Microsoft's Product Terms. The Azure SDK client libraries are MIT | Proprietary service. No API terms were found published without a login |
| Read-only variant documented | no | no |
| llms.txt | no | yes |
| Last release | 2026-09-30 | 2026-07-16 |
| Terms last updated | no date given | no document linked |
| Privacy policy last updated | 2026-09-01 | no document linked |
| Customer content may train models | yes | |
| Terms restrict automated access | not found in the text | |
| Terms restrict benchmarking | yes | |
| Terms or service can change without notice | not found in the text | |
| Arbitration or class-action waiver | not found in the text | |
| Popularity | 9.1k npm/wk, 25k PyPI/wk | none |
Verdicts
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.
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
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.
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, Azure Maps or MapQuest?
Azure Maps scores 67.9 (B) on agent readiness against MapQuest's 35.1 (F), and leads in 6 of 7 scored categories. MapQuest leads on payments & pricing.
Do Azure Maps and MapQuest need an API key?
Both take an API key or an OAuth sign-in.
Can an agent call Azure Maps and MapQuest without installing anything?
Yes. Azure Maps has a hosted endpoint at https://atlas.microsoft.com and MapQuest at https://www.mapquestapi.com.
Other comparisons with Azure Maps or MapQuest
- Amazon Location Service vs Azure Maps
- Amazon Location Service vs MapQuest
- ArcGIS Location Platform vs Azure Maps
- ArcGIS Location Platform vs MapQuest
- 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 OpenCage Geocoding API
- Azure Maps vs Stadia Maps
- Azure Maps vs TomTom Maps APIs + MCP
- 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/azure-maps-vs-mapquest.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/azure-maps.json·/api/v1/tools/mapquest.json - From a terminal
anchor compare azure-maps mapquest(the CLI) - Over MCP
compare_tools {"a": "azure-maps", "b": "mapquest"}at/mcp, no key