54
/100
prowl
Benchmarked Apr 25, 2026

Nominatim

Provides worldwide forward / reverse geocoding

saas platform_profile
Benchmark Your API

Score Breakdown

Token Efficiency 8/10
Parseability 6/10
Error Clarity 5/10
Auth Simplicity 5/10
Documentation 4/10
First-Try Success 4/10
Consistency 3/10
Latency 2/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
```json
{
  "service_type": "platform",
  "base_url": "https://nominatim.org",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [
    {
      "path": "/release-docs/latest/api/Overview",
      "description": "API documentation and overview for Nominatim's geocoding services"
    }
  ],
  "pricing_model": {
    "type": "unknown",
    "details": {}
  },
  "rate_limits": {},
  "capabilities": [
    "forward geocoding",
    "reverse geocoding",
    "worldwide coverage"
  ],
  "raw_analysis": "Nominatim is a platform that provides forward and reverse geocoding services worldwide. Geocoding is the process of converting addresses into geographic coordinates, which can be used to place markers on a map or position the map. Reverse geocoding does the opposite, converting geographic coordinates into a human-readable address. The service is particularly useful for developers who need to integrate location-based services into their applications. Nominatim relies on OpenStreetMap data, making it part of a mature and robust ecosystem for geospatial services. While the platform itself does not seem to have a documented pricing model, usage might be subject to OpenStreetMap's terms and policies, especially concerning data usage. Nominatim does not require authentication for access, indicating ease of use for developers and those looking to quickly implement geocoding capabilities in their solutions. However, users may need to be mindful of potential rate limits and fair usage policies due to its open-access nature. The platform is ideal for developers, GIS professionals, and anyone in need of reliable geocoding services without the overhead of complex integrations."
}
```
Execute

0/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /None30042ms
robots_txtGET /robots.txt404524ms
llms_txtGET /llms.txt404114ms
Interpret
```json
{
  "overall": 48,
  "dimensions": {
    "token_efficiency": 8.0,
    "first_try_success": 4.0,
    "response_parseability": 6.0,
    "error_clarity": 5.0,
    "doc_quality": 4.0,
    "auth_simplicity": 5.0,
    "latency": 2.0,
    "consistency": 3.0
  },
  "pricing_normalized": {},
  "issues": [
    "Website has high latency, with a response time of 30 seconds.",
    "Presence of 404 errors, indicating missing resources or configuration issues.",
    "Lack of security headers on responses."
  ],
  "recommendations": [
    "Improve website response times significantly to under 2 seconds to enhance user experience.",
    "Ensure all necessary resources such as 'robots.txt' and 'llms.txt' are properly configured and accessible.",
    "Implement basic security headers to enhance security and trust.",
    "Enhance the documentation for better clarity and user onboarding."
  ]
}
```

Agent Readiness

x402 Payments
Not supported
Streaming
No
Sandbox
None
Agent Auth
Unknown
SDKs
None listed
MCP Support
No

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