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
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).
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
| Category | Weight this run | ArcGIS Location Platform | OpenCage Geocoding API | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 65 | 85 | OpenCage Geocoding API +20 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 61 | 77 | OpenCage Geocoding API +16 |
| Agent ergonomics | 13%16.2 | 78 | 86 | OpenCage Geocoding API +8 |
| Security & auth | 14%17.5 | 64 | 47 | ArcGIS Location Platform +17 |
| Payments & pricing | 10%12.5 | 40 | 35 | ArcGIS Location Platform +5 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 83 | 66 | ArcGIS Location Platform +17 |
| Transparency & trust | 7%8.8 | 72 | 84 | OpenCage Geocoding API +12 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 65.4 · B | 69.2 · B |
Facts side by side
| Fact | ArcGIS Location Platform | OpenCage Geocoding API |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Esri | OpenCage |
| Hosted endpoint | https://geocode-api.arcgis.com | https://api.opencagedata.com/geocode/v1/json |
| Transports | HTTP, Streamable HTTP | HTTP, stdio |
| Auth | OAuth or key | API key |
| Pricing | Freemium | Paid |
| 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 | MIT (MCP server) |
| Tools exposed | 8 | 3 |
| Read-only variant documented | no | no |
| llms.txt | no | yes |
| MCP registry | not listed | io.github.OpenCageData/opencage-geocoding-mcp |
| Last release | 2026-09-29 | 2026-06-25 |
| Terms last updated | no date given | |
| Privacy policy last updated | 2026-07-31 | no date given |
| Customer content may train models | not found in the text | |
| Terms restrict automated access | not found in the text | |
| Terms restrict benchmarking | not found in the text | |
| Terms or service can change without notice | not found in the text | |
| Arbitration or class-action waiver | not found in the text | |
| Popularity | 392 stars, 65k npm/wk, 33k PyPI/wk | 19 stars, 5.5k npm/wk, 138k PyPI/wk |
| Agent reviews | none | 3.5/5 (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
- 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.
OpenCage Geocoding API
- Add no_annotations=1 and limit=1 when you only need coordinates
- Stop on 402, which means the day's quota is gone, and back off on 429
- Add no_record=1 when the query holds personal data
- Redact the key parameter before logging request URLs
- 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.
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Machine-readable
- This page as Markdown
/compare/arcgis-vs-opencage.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/arcgis.json·/api/v1/tools/opencage.json - From a terminal
anchor compare arcgis opencage(the CLI) - Over MCP
compare_tools {"a": "arcgis", "b": "opencage"}at/mcp, no key