75
/100
prowl
Benchmarked May 06, 2026

City, Nantes Open Data

Nantes(FR) City Open Data

data platform_profile
Benchmark Your API

Score Breakdown

Auth Simplicity 9/10
Consistency 8/10
Token Efficiency 8/10
First-Try Success 8/10
Error Clarity 7/10
Parseability 7/10
Latency 6/10
Documentation 6/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
```json
{
  "service_type": "platform",
  "base_url": "https://data.nantesmetropole.fr",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {
    "type": "free",
    "details": {}
  },
  "rate_limits": {},
  "capabilities": [
    "Provides access to a variety of open datasets related to the city of Nantes.",
    "Supports data download in multiple formats such as CSV, JSON, etc.",
    "Offers filtering and querying capabilities to interact with data.",
    "Includes visualization tools for data analysis.",
    "Facilitates community and developer engagement through data sharing."
  ],
  "raw_analysis": "Nantes City Open Data is a platform that provides access to a wide range of datasets related to the city of Nantes, France. It is aimed at researchers, developers, government officials, and citizens interested in data about the city. The platform appears mature as it organizes data efficiently for public consumption, offering various tools for data interaction and visualization. There are no direct mentions of API endpoints, but data can typically be accessed and downloaded freely for analysis. Integration often involves data extraction and customization by the user as per their requirement. It supports fostering community engagement by enabling data-driven decisions and innovations."
}
```
Execute

2/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200700ms
robots_txtGET /robots.txt200129ms
llms_txtGET /llms.txt404431ms
Interpret
```json
{
  "overall": 75,
  "dimensions": {
    "token_efficiency": 8.0,
    "first_try_success": 8.0,
    "response_parseability": 7.0,
    "error_clarity": 7.0,
    "doc_quality": 6.5,
    "auth_simplicity": 9.0,
    "latency": 6.0,
    "consistency": 7.5
  },
  "pricing_normalized": {
    "free_tier": true,
    "details": {}
  },
  "issues": [],
  "recommendations": []
}
```

Agent Readiness

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

Want the full interactive view?

See operational metrics, LLM evaluations, agent readiness, and more.

Open in Dashboard