Head to head · Geo geocode · October 2026 research run
ArcGIS Location Platform vs MapQuest
ArcGIS Location Platform scores 65.4 (B) on agent readiness against MapQuest's 35.1 (F), and leads in every scored category. Both do geo geocode.
Which one, for what
Good for Organisations already on Esri software, and work that needs demographic enrichment, service areas or fleet routing beside geocoding.
Ahead on
- Reliability, 65 against 23
- Schema & documentation, 61 against 47
- Agent ergonomics, 78 against 60
- Security & auth, 64 against 28
- Payments & pricing, 40 against 30
- Maintenance & community, 83 against 23
- Transparency & trust, 72 against 28
Watch for
The agreement bars benchmarking availability, performance or functionality, and publishing benchmark results, without prior written permission from Esri and its licensors (sections 3.1.b.6 and 3.1.c.6.F).
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.
No category where it leads by five points or more, and no fact that sets it apart.
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 | ArcGIS Location Platform | MapQuest | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 65 | 23 | ArcGIS Location Platform +42 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 61 | 47 | ArcGIS Location Platform +14 |
| Agent ergonomics | 13%16.2 | 78 | 60 | ArcGIS Location Platform +18 |
| Security & auth | 14%17.5 | 64 | 28 | ArcGIS Location Platform +36 |
| Payments & pricing | 10%12.5 | 40 | 30 | ArcGIS Location Platform +10 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 83 | 23 | ArcGIS Location Platform +60 |
| Transparency & trust | 7%8.8 | 72 | 28 | ArcGIS Location Platform +44 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 65.4 · B | 35.1 · F |
Facts side by side
| Fact | ArcGIS Location Platform | MapQuest |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Esri | MapQuest (System1) |
| Hosted endpoint | https://geocode-api.arcgis.com | https://www.mapquestapi.com |
| Transports | HTTP, Streamable HTTP | HTTP, Streamable HTTP |
| Auth | OAuth or key | OAuth or key |
| Pricing | Freemium | Pay per use |
| Price for geo geocode | $0.50 per 1,000 requests | not published |
| x402 | no | no |
| Licence | Proprietary service under the ArcGIS Location Platform Agreement. The ArcGIS REST JS client library is Apache-2.0 | Proprietary service. No API terms were found published without a login |
| Tools exposed | 8 | none |
| Read-only variant documented | no | no |
| llms.txt | no | yes |
| Last release | 2026-09-29 | 2026-07-16 |
| Terms last updated | no document linked | |
| Privacy policy last updated | 2026-07-31 | no document linked |
| Customer content may train models | ||
| Terms restrict automated access | ||
| Terms restrict benchmarking | ||
| Terms or service can change without notice | ||
| Arbitration or class-action waiver | ||
| Popularity | 392 stars, 65k npm/wk, 33k PyPI/wk | none |
Verdicts
ArcGIS Location Platform
Per-unit prices are public for every service, with a monthly free tier of 20,000 geocodes and 20,000 routes, keys limited to chosen privileges and a 99.9 per cent SLA. No rate limits or OpenAPI description were found, results may not be stored unless the dearer stored geocode is bought, and the agreement bars benchmarking without written permission.
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
ArcGIS Location Platform
- Send the token in an
X-Esri-Authorization: BearerorAuthorizationheader. The docs' examples put it in atokenparameter, which Esri's own best-practice page calls less secure. - Set
forStorage=trueonfindAddressCandidatesorreverseGeocodeonly when results will be kept. It needs pay-as-you-go and the Geocode (stored) privilege, and costs eight times the unstored rate. - Cap geocoding output with
maxLocations(default and maximum 50) andoutFields, because billing counts results returned and the default returns every field. - Page place searches with
pageSize(maximum 20) andoffset. A nearby or extent search costs $8 per 1,000 requests after 500 free a month. - Check the JSON body for an
errorobject withcode,messageanddetails. Code 499 means the token is missing and 403 means it lacks the privilege.
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, ArcGIS Location Platform or MapQuest?
ArcGIS Location Platform scores 65.4 (B) on agent readiness against MapQuest's 35.1 (F), and leads in every scored category.
Do ArcGIS Location Platform and MapQuest need an API key?
Both take an API key or an OAuth sign-in.
Can an agent call ArcGIS Location Platform and MapQuest without installing anything?
Yes. ArcGIS Location Platform has a hosted endpoint at https://geocode-api.arcgis.com and MapQuest at https://www.mapquestapi.com.
Other comparisons with ArcGIS Location Platform or MapQuest
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- ArcGIS Location Platform vs Google Maps Platform + Grounding Lite MCP
- ArcGIS Location Platform vs LocationIQ
- ArcGIS Location Platform vs Mapbox APIs + MCP
- ArcGIS Location Platform vs OpenCage Geocoding API
- ArcGIS Location Platform vs Stadia Maps
- ArcGIS Location Platform vs TomTom Maps APIs + MCP
- 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/arcgis-vs-mapquest.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/arcgis.json·/api/v1/tools/mapquest.json - From a terminal
anchor compare arcgis mapquest(the CLI) - Over MCP
compare_tools {"a": "arcgis", "b": "mapquest"}at/mcp, no key