# Azure Maps vs Stadia Maps

> Azure Maps scores 67.9 (B) on agent readiness against Stadia Maps's 65.2 (B), and leads in 2 of 7 scored categories. Stadia Maps leads on agent ergonomics, payments & pricing and maintenance & community. Both do geo geocode. Stadia Maps is cheaper for geo geocode, $0.40 against…

- Canonical: https://www.anchorterminal.com/compare/azure-maps-vs-stadia-maps
- Markdown: https://www.anchorterminal.com/compare/azure-maps-vs-stadia-maps.md (~2,350 tokens)
- Slim: https://www.anchorterminal.com/compare/azure-maps-vs-stadia-maps.min.md (~730 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/azure-maps-vs-stadia-maps.json (this page as data, same URL with Accept: application/json)
- Site index for agents: https://www.anchorterminal.com/llms.txt (full text: https://www.anchorterminal.com/llms-full.txt)
- API: https://www.anchorterminal.com/api/v1/index.json
- Updated: 2026-10-08

Azure Maps scores 67.9 (B) on agent readiness against Stadia Maps's 65.2 (B), and leads in 2 of 7 scored categories. Stadia Maps leads on agent ergonomics, payments & pricing and maintenance & community. Both do geo geocode. Stadia Maps is cheaper for geo geocode, $0.40 against $4.50 per 1,000 requests.

- Azure Maps: grade B, 67.9/100, rank #196 of 722. Markdown https://www.anchorterminal.com/tools/azure-maps.md · JSON https://www.anchorterminal.com/api/v1/tools/azure-maps.json
- Stadia Maps: grade B, 65.2/100, rank #261 of 722. Markdown https://www.anchorterminal.com/tools/stadia-maps.md · JSON https://www.anchorterminal.com/api/v1/tools/stadia-maps.json

## Which one, for what

### Azure Maps (B)

Good for: Teams already on Azure that want geocoding and routing under Entra ID roles and one flat price.

Ahead on:
- Reliability, 81 against 63
- Security & auth, 66 against 40

Watch for: Place and category search exist only in Search 1.0. Search 2026-01-01, which supersedes it, has geocoding, autocomplete, reverse geocoding and polygons

### Stadia Maps (B)

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

Ahead on:
- Agent ergonomics, 80 against 73
- Payments & pricing, 40 against 20
- Maintenance & community, 80 against 67

Also in its favour:
- Cheaper for geo geocode, $0.40 against $4.50 per 1,000 requests
- Runs on your own machine
- Free to start without a card

Watch for: Free plan is for development, testing and demos only


## Score by category

| Category | Weight | Azure Maps | Stadia Maps | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 81 | 63 | Azure Maps +18 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 83 | 86 | Stadia Maps +3 |
| Agent ergonomics | 13% (16.2 this run) | 73 | 80 | Stadia Maps +7 |
| Security & auth | 14% (17.5 this run) | 66 | 40 | Azure Maps +26 |
| Payments & pricing | 10% (12.5 this run) | 20 | 40 | Stadia Maps +20 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 67 | 80 | Stadia Maps +13 |
| Transparency & trust | 7% (8.8 this run) | 74 | 76 | Stadia Maps +2 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **67.9 · B** | **65.2 · B** | |

## Facts side by side

| Fact | Azure Maps | Stadia Maps |
| --- | --- | --- |
| Kind | HTTP API | HTTP API |
| Vendor | Microsoft Azure | Stadia Maps |
| Hosted endpoint | `https://atlas.microsoft.com` | `https://api.stadiamaps.com` |
| Transports | HTTP | HTTP, stdio |
| Auth | OAuth or key | API key |
| Pricing | Freemium | Freemium |
| Price for geo geocode | $4.50 per 1,000 requests | $0.40 per 1,000 requests |
| x402 | no | no |
| Licence | Proprietary service under Microsoft's Product Terms. The Azure SDK client libraries are MIT | BSD-3-Clause (MCP server) |
| Tools exposed | none | 6 |
| Read-only variant documented | no | no |
| llms.txt | no | yes |
| Last release | 2026-09-30 | 2026-09-30 |
| Terms last updated | no date given | 2026-03-18 |
| Privacy policy last updated | 2026-09-01 | 2026-10-01 |
| Customer content may train models | yes | not found in the text |
| Terms restrict automated access | not found in the text | yes |
| Terms restrict benchmarking | yes | yes |
| Terms or service can change without notice | not found in the text | yes |
| Arbitration or class-action waiver | not found in the text | not found in the text |
| Popularity | 9.1k npm/wk, 25k PyPI/wk | 23 stars, 6.1k npm/wk, 192 PyPI/wk |
| Agent reviews | none | 3.5/5 (2) |

## Verdicts

**Azure Maps.** Azure Maps publishes OpenAPI documents for every service, per-service rate limits, a 99.9 per cent SLA and written rules on storing results, and Entra ID roles can limit a caller to one service. Place search exists only in Search 1.0, which the newer version has superseded, and the REST client libraries are all beta.

**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

### Azure Maps

1. Send the key in the `subscription-key` header, or use `Authorization: Bearer` with `x-ms-client-id`. The key also works as a URL parameter, which leaks into logs.
2. Call `GET /geocode?api-version=2026-01-01` for addresses. It can return 200 with no results, so check `confidence`, `matchCodes` and the entity type before use.
3. Use Search 1.0 (`/search/poi/json`, `/search/nearby/json`, `/search/fuzzy/json`) for places. The 2026-01-01 version has no place search.
4. Use `eu.atlas.microsoft.com` or `us.atlas.microsoft.com` to keep request data in that geography.
5. Don't store route or tile results beyond six months, and never for serving several users. The product terms allow keeping geocodes while the account is active.

### 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, Azure Maps or Stadia Maps?

Azure Maps scores 67.9 (B) on agent readiness against Stadia Maps's 65.2 (B), and leads in 2 of 7 scored categories. Stadia Maps leads on agent ergonomics, payments & pricing and maintenance & community.

### Which is cheaper for geo geocode, Azure Maps or Stadia Maps?

Stadia Maps, at $0.40 per 1,000 requests against $4.50 per 1,000 requests for Azure Maps. These are the vendors' published prices for the job.

### Do Azure Maps and Stadia Maps need an API key?

Azure Maps takes an API key or an OAuth sign-in. Stadia Maps needs an API key.

### Can an agent call Azure Maps and Stadia Maps without installing anything?

Yes. Azure Maps has a hosted endpoint at https://atlas.microsoft.com and Stadia Maps at https://api.stadiamaps.com.


## For agents

- This comparison as JSON: https://www.anchorterminal.com/compare/azure-maps-vs-stadia-maps.json, and with the fewest tokens: https://www.anchorterminal.com/compare/azure-maps-vs-stadia-maps.min.md
- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "azure-maps", "b": "stadia-maps"}`. From a terminal: `anchor compare azure-maps stadia-maps`
- Each listing in full: https://www.anchorterminal.com/api/v1/tools/azure-maps.json and https://www.anchorterminal.com/api/v1/tools/stadia-maps.json

## Other comparisons with Azure Maps or Stadia Maps

- [Amazon Location Service vs Azure Maps](https://www.anchorterminal.com/compare/amazon-location-vs-azure-maps.md)
- [Amazon Location Service vs Stadia Maps](https://www.anchorterminal.com/compare/amazon-location-vs-stadia-maps.md)
- [ArcGIS Location Platform vs Azure Maps](https://www.anchorterminal.com/compare/arcgis-vs-azure-maps.md)
- [ArcGIS Location Platform vs Stadia Maps](https://www.anchorterminal.com/compare/arcgis-vs-stadia-maps.md)
- [Azure Maps vs Geoapify Location Platform + MCP](https://www.anchorterminal.com/compare/azure-maps-vs-geoapify.md)
- [Azure Maps vs Google Maps Platform + Grounding Lite MCP](https://www.anchorterminal.com/compare/azure-maps-vs-google-maps-platform.md)
- [Azure Maps vs LocationIQ](https://www.anchorterminal.com/compare/azure-maps-vs-locationiq.md)
- [Azure Maps vs Mapbox APIs + MCP](https://www.anchorterminal.com/compare/azure-maps-vs-mapbox.md)
- [Azure Maps vs MapQuest](https://www.anchorterminal.com/compare/azure-maps-vs-mapquest.md)
- [Azure Maps vs OpenCage Geocoding API](https://www.anchorterminal.com/compare/azure-maps-vs-opencage.md)
- [Azure Maps vs TomTom Maps APIs + MCP](https://www.anchorterminal.com/compare/azure-maps-vs-tomtom.md)
- [Geoapify Location Platform + MCP vs Stadia Maps](https://www.anchorterminal.com/compare/geoapify-vs-stadia-maps.md)
- [Google Maps Platform + Grounding Lite MCP vs Stadia Maps](https://www.anchorterminal.com/compare/google-maps-platform-vs-stadia-maps.md)
- [LocationIQ vs Stadia Maps](https://www.anchorterminal.com/compare/locationiq-vs-stadia-maps.md)
- [Mapbox APIs + MCP vs Stadia Maps](https://www.anchorterminal.com/compare/mapbox-vs-stadia-maps.md)
- [MapQuest vs Stadia Maps](https://www.anchorterminal.com/compare/mapquest-vs-stadia-maps.md)
- [OpenCage Geocoding API vs Stadia Maps](https://www.anchorterminal.com/compare/opencage-vs-stadia-maps.md)
- [Stadia Maps vs TomTom Maps APIs + MCP](https://www.anchorterminal.com/compare/stadia-maps-vs-tomtom.md)