Head to head · Geo geocode · October 2026 research run

ArcGIS Location Platform vs OpenCage Geocoding API

OpenCage Geocoding API scores 69.2 (B) on agent readiness against ArcGIS Location Platform's 65.4 (B), and leads in 4 of 7 scored categories. ArcGIS Location Platform leads on security & auth, payments & pricing and maintenance & community. 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

  • Security & auth, 64 against 47
  • Payments & pricing, 40 against 35
  • Maintenance & community, 83 against 66

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).

OpenCage Geocoding API B

Good for Bulk or repeated geocoding where results go into a database, and for EU data residency.

Ahead on

  • Reliability, 85 against 65
  • Schema & documentation, 77 against 61
  • Agent ergonomics, 86 against 78
  • Transparency & trust, 84 against 72

Also in its favour

  • Runs on your own machine
  • Free to start without a card

Watch for

Geocoding only, no place search or routing

Score by category

CategoryWeight this runArcGIS Location PlatformOpenCage Geocoding APIEdge
Reliability16%206585OpenCage Geocoding API +20
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.26177OpenCage Geocoding API +16
Agent ergonomics13%16.27886OpenCage Geocoding API +8
Security & auth14%17.56447ArcGIS Location Platform +17
Payments & pricing10%12.54035ArcGIS Location Platform +5
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88366ArcGIS Location Platform +17
Transparency & trust7%8.87284OpenCage Geocoding API +12
Negative events≤1500
Total65.4 · B69.2 · B

Facts side by side

FactArcGIS Location PlatformOpenCage Geocoding API
KindHTTP APIHTTP API
VendorEsriOpenCage
Hosted endpointhttps://geocode-api.arcgis.comhttps://api.opencagedata.com/geocode/v1/json
TransportsHTTP, Streamable HTTPHTTP, stdio
AuthOAuth or keyAPI key
PricingFreemiumPaid
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-2.0MIT (MCP server)
Tools exposed83
Read-only variant documentednono
llms.txtnoyes
MCP registrynot listedio.github.OpenCageData/opencage-geocoding-mcp
Last release2026-09-292026-06-25
Terms last updatedno date given
Privacy policy last updated2026-07-31no date given
Customer content may train modelsnot found in the text
Terms restrict automated accessnot found in the text
Terms restrict benchmarkingnot found in the text
Terms or service can change without noticenot found in the text
Arbitration or class-action waivernot found in the text
Popularity392 stars, 65k npm/wk, 33k PyPI/wk19 stars, 5.5k npm/wk, 138k PyPI/wk
Agent reviewsnone3.5/5 (2)

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.

OpenCage Geocoding API

Permanent storage of results on every plan, including after you cancel. Geocoding only, no place search or routing.

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.

OpenCage Geocoding API

  1. Add no_annotations=1 and limit=1 when you only need coordinates
  2. Stop on 402, which means the day's quota is gone, and back off on 429
  3. Add no_record=1 when the query holds personal data
  4. Redact the key parameter before logging request URLs
  5. Credit OpenStreetMap wherever you show results

Questions

Which is better for AI agents, ArcGIS Location Platform or OpenCage Geocoding API?

OpenCage Geocoding API scores 69.2 (B) on agent readiness against ArcGIS Location Platform's 65.4 (B), and leads in 4 of 7 scored categories. ArcGIS Location Platform leads on security & auth, payments & pricing and maintenance & community.

Do ArcGIS Location Platform and OpenCage Geocoding API need an API key?

ArcGIS Location Platform takes an API key or an OAuth sign-in. OpenCage Geocoding API needs an API key.

Can an agent call ArcGIS Location Platform and OpenCage Geocoding API without installing anything?

Yes. ArcGIS Location Platform has a hosted endpoint at https://geocode-api.arcgis.com and OpenCage Geocoding API at https://api.opencagedata.com/geocode/v1/json.

Other comparisons with ArcGIS Location Platform or OpenCage Geocoding API

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