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

ArcGIS Location Platform B

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

CategoryWeight this runArcGIS Location PlatformMapQuestEdge
Reliability16%206523ArcGIS Location Platform +42
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.26147ArcGIS Location Platform +14
Agent ergonomics13%16.27860ArcGIS Location Platform +18
Security & auth14%17.56428ArcGIS Location Platform +36
Payments & pricing10%12.54030ArcGIS Location Platform +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88323ArcGIS Location Platform +60
Transparency & trust7%8.87228ArcGIS Location Platform +44
Negative events≤1500
Total65.4 · B35.1 · F

Facts side by side

FactArcGIS Location PlatformMapQuest
KindHTTP APIHTTP API
VendorEsriMapQuest (System1)
Hosted endpointhttps://geocode-api.arcgis.comhttps://www.mapquestapi.com
TransportsHTTP, Streamable HTTPHTTP, Streamable HTTP
AuthOAuth or keyOAuth or key
PricingFreemiumPay per use
Price for geo geocode$0.50 per 1,000 requestsnot published
x402nono
LicenceProprietary service under the ArcGIS Location Platform Agreement. The ArcGIS REST JS client library is Apache-2.0Proprietary service. No API terms were found published without a login
Tools exposed8none
Read-only variant documentednono
llms.txtnoyes
Last release2026-09-292026-07-16
Terms last updatedno document linked
Privacy policy last updated2026-07-31no 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
Popularity392 stars, 65k npm/wk, 33k PyPI/wknone

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

  1. Send the token in an X-Esri-Authorization: Bearer or Authorization header. The docs' examples put it in a token parameter, which Esri's own best-practice page calls less secure.
  2. Set forStorage=true on findAddressCandidates or reverseGeocode only when results will be kept. It needs pay-as-you-go and the Geocode (stored) privilege, and costs eight times the unstored rate.
  3. Cap geocoding output with maxLocations (default and maximum 50) and outFields, because billing counts results returned and the default returns every field.
  4. Page place searches with pageSize (maximum 20) and offset. A nearby or extent search costs $8 per 1,000 requests after 500 free a month.
  5. Check the JSON body for an error object with code, message and details. Code 499 means the token is missing and 403 means it lacks the privilege.

MapQuest

  1. 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
  2. Send REST calls to https://www.mapquestapi.com with key in the query string, and redact it from logged URLs
  3. Read info.statuscode in geocoding and directions responses. 0 is success, and errors such as 610 (ambiguous location) arrive in the body
  4. Set thumbMaps=false and maxResults on geocoding, and pageSize (1 to 50) on place search, to keep responses small
  5. 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

Machine-readable

For companies

Do agents find, use and choose your tools?

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