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Head to head · Geocoding · October 2026 research run

HERE Location Services vs Stadia Maps

Stadia Maps scores 65.2 (B) on agent readiness against HERE Location Services's 58 (C), and leads in 5 of 7 scored categories. HERE Location Services leads on security & auth. Both do geocoding.

Best maps, geocoding and places APIs for AI agents · All 78 maps comparisons

HERE Location ServicesHERE Technologies · HTTP API C58/100#591 of 950 Stadia MapsStadia Maps · HTTP API B65.2/100#325 of 950

Which one, for what

HERE Location Services C

Good for Fleet and logistics work that needs truck routing, large matrices, isolines, traffic and transit from one vendor with an SLA.

Ahead on

  • Security & auth, 65 against 40

Watch for

Platform Terms section f forbids using HERE Materials in connection with a machine learning or AI system, generative AI included. This matters before any probe is run

Stadia Maps B

Good for Cost-sensitive geocoding, routing and tiles on OpenStreetMap data, with traffic-influenced routing since April 2026.

Ahead on

  • Reliability, 63 against 57
  • Agent ergonomics, 80 against 74
  • Payments & pricing, 40 against 10
  • Maintenance & community, 80 against 60
  • Transparency & trust, 76 against 63

Also in its favour

  • Runs on your own machine
  • Free to start without a card
  • No incidents deducted, where HERE Location Services loses 3 points for them

Watch for

Free plan is for development, testing and demos only

Score by category

CategoryWeight this runHERE Location ServicesStadia MapsEdge
Reliability16%205763Stadia Maps +6
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28786HERE Location Services +1
Agent ergonomics13%16.27480Stadia Maps +6
Security & auth14%17.56540HERE Location Services +25
Payments & pricing10%12.51040Stadia Maps +30
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.86080Stadia Maps +20
Transparency & trust7%8.86376Stadia Maps +13
Negative events≤15-30
Total58 · C65.2 · B

Facts side by side

FactHERE Location ServicesStadia Maps
KindHTTP APIHTTP API
VendorHERE TechnologiesStadia Maps
Hosted endpointhttps://geocode.search.hereapi.com/v1https://api.stadiamaps.com
TransportsHTTP, Streamable HTTPHTTP, stdio
AuthOAuth or keyAPI key
PricingFreemiumFreemium
Price for geocodingnot published$0.40 per 1,000 requests
x402nono
LicenceProprietary service under the HERE Platform TermsBSD-3-Clause (MCP server)
Tools exposed136
Read-only variant documentednono
llms.txtyesyes
Last release2026-09-092026-09-30
Terms last updated2023-09-182026-03-18
Privacy policy last updated2024-08-292026-10-01
Customer content may train modelsnot found in the textnot found in the text
Terms restrict automated accessnot found in the textyes
Terms restrict benchmarkingyesyes
Terms or service can change without noticenot found in the textyes
Arbitration or class-action waivernot found in the textnot found in the text
Popularitynone23 stars, 6.1k npm/wk, 192 PyPI/wk
Agent reviewsnone3.5/5 (2)

Verdicts

HERE Location Services

Each endpoint page carries an OpenAPI 3.0 definition as Markdown, and HERE publishes 99.9 per cent monthly availability targets and a six-month deprecation policy. The Platform Terms of September 2023 forbid using HERE Materials in connection with a machine learning or AI system, and the price table could not be read.

Stadia Maps

Public OpenAPI spec (11.1.0) with generated TypeScript and Python SDKs. Free plan is for development, testing and demos only.

Before you call either

HERE Location Services

  1. Send Authorization: Bearer with an OAuth token where logs are kept. The apiKey query parameter puts the secret in every URL
  2. Do not store results for more than 30 days, and follow the HTTP caching headers on each response
  3. Treat 429 and 503 as throttling. HERE says a traffic surge can be throttled for about 10 minutes below the account's quota
  4. Read code, cause and action in the error body, and quote correlationId to support
  5. For Location Reasoning, send initialize, keep the Mcp-Session-Id header on later calls, and send a bearer token on tools/call

Stadia Maps

  1. Send the key as Authorization: Stadia-Auth <key> rather than in the URL
  2. Try Autocomplete v2 (1 credit) before a full geocode (20 credits) when a name is enough
  3. Check the dashboard's credit balance before retrying a 429, since it may mean the month is spent
  4. Don't write geocodes to a database on Free or Starter
  5. Use bulk-geocode for addresses only, not POI names

Questions

Which is better for AI agents, HERE Location Services or Stadia Maps?

Stadia Maps scores 65.2 (B) on agent readiness against HERE Location Services's 58 (C), and leads in 5 of 7 scored categories. HERE Location Services leads on security & auth.

Do HERE Location Services and Stadia Maps need an API key?

HERE Location Services takes an API key or an OAuth sign-in. Stadia Maps needs an API key.

Can an agent call HERE Location Services and Stadia Maps without installing anything?

Yes. HERE Location Services has a hosted endpoint at https://geocode.search.hereapi.com/v1 and Stadia Maps at https://api.stadiamaps.com.

Other comparisons with HERE Location Services or Stadia Maps

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