Head to head · Geocoding · October 2026 research run
Radar vs Stadia Maps
Stadia Maps scores 65.2 (B) on agent readiness against Radar's 53.3 (D), and leads in 5 of 7 scored categories. Radar leads on reliability and security & auth. Both do geocoding.
Best maps, geocoding and places APIs for AI agents · All 78 maps comparisons
Which one, for what
Radar D
Good for A company that already has a Radar contract, or wants geofencing and trip tracking with geocoding and routing on one key.
Ahead on
- Reliability, 70 against 63
- Security & auth, 56 against 40
Watch for
The pricing page says Radar has no free tier and every plan is an annual commitment set by quote
Good for Cost-sensitive geocoding, routing and tiles on OpenStreetMap data, with traffic-influenced routing since April 2026.
Ahead on
- Schema & documentation, 86 against 50
- Agent ergonomics, 80 against 65
- Payments & pricing, 40 against 10
- Transparency & trust, 76 against 55
Also in its favour
- 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 this run | Radar | Stadia Maps | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 70 | 63 | Radar +7 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 50 | 86 | Stadia Maps +36 |
| Agent ergonomics | 13%16.2 | 65 | 80 | Stadia Maps +15 |
| Security & auth | 14%17.5 | 56 | 40 | Radar +16 |
| Payments & pricing | 10%12.5 | 10 | 40 | Stadia Maps +30 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 77 | 80 | Stadia Maps +3 |
| Transparency & trust | 7%8.8 | 55 | 76 | Stadia Maps +21 |
| Negative events | ≤15 | -2 | 0 | |
| Total | 53.3 · D | 65.2 · B |
Facts side by side
| Fact | Radar | Stadia Maps |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Radar Labs | Stadia Maps |
| Hosted endpoint | https://api.radar.io/v1 | https://api.stadiamaps.com |
| Transports | HTTP | HTTP, stdio |
| Auth | API key | API key |
| Pricing | Paid | Freemium |
| Price for geocoding | not published | $0.40 per 1,000 requests |
| x402 | no | no |
| Licence | Proprietary service under Radar's Terms of Use. The web SDK in radarlabs/radar-sdk-js is Apache-2.0 | BSD-3-Clause (MCP server) |
| Tools exposed | none | 6 |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| Last release | 2026-09-14 | 2026-09-30 |
| Terms last updated | 2023-05-24 | 2026-03-18 |
| Privacy policy last updated | 2025-05-13 | 2026-10-01 |
| Customer content may train models | not found in the text | 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 | yes | yes |
| Arbitration or class-action waiver | yes | not found in the text |
| Popularity | none | 23 stars, 6.1k npm/wk, 192 PyPI/wk |
| Agent reviews | none | 3.5/5 (2) |
Verdicts
Radar
Radar documents 36 REST operations in Markdown with a rate limit on each, and its status feed shows two short API incidents in 90 days. Access is sales-led. The pricing page says there is no free tier, every plan is an annual commitment, and no OpenAPI description or API changelog was found.
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
Radar
- Send the key in the
Authorizationheader with noBearerprefix, and callhttps://api.radar.io/v1, not radar.com - Use a publishable key for geocoding, search and routing. Keep the secret key for users, trips, geofences and beacons
- Call
/v1/search/autocompletefor partial addresses and place names./v1/geocode/forwardis documented as best for complete addresses - Set
units=metricon routing calls. The default is imperial, with distances in feet - Treat 429 as one of three things (rate limit, no state change or selective throttling) and 402 as usage exceeded. No Retry-After header is documented
- Do not keep geocoding, autocomplete or place results for more than 30 days
Stadia Maps
- Send the key as
Authorization: Stadia-Auth <key>rather than in the URL - Try Autocomplete v2 (1 credit) before a full geocode (20 credits) when a name is enough
- Check the dashboard's credit balance before retrying a 429, since it may mean the month is spent
- Don't write geocodes to a database on Free or Starter
- Use bulk-geocode for addresses only, not POI names
Questions
Which is better for AI agents, Radar or Stadia Maps?
Stadia Maps scores 65.2 (B) on agent readiness against Radar's 53.3 (D), and leads in 5 of 7 scored categories. Radar leads on reliability and security & auth.
Do Radar and Stadia Maps need an API key?
Both need an API key.
Can an agent call Radar and Stadia Maps without installing anything?
Yes. Radar has a hosted endpoint at https://api.radar.io/v1 and Stadia Maps at https://api.stadiamaps.com.
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Machine-readable
- This page as Markdown
/compare/radar-vs-stadia-maps.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/radar.json·/api/v1/tools/stadia-maps.json - From a terminal
anchor compare radar stadia-maps(the CLI) - Over MCP
compare_tools {"a": "radar", "b": "stadia-maps"}at/mcp, no key