62
/100
prowl
Benchmarked Jun 06, 2026

Open Government, Luxembourg

Luxembourgish Government Open Data

data platform_profile
Benchmark Your API

Score Breakdown

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

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
```json
{
  "service_type": "platform",
  "base_url": "https://data.public.lu",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {"type": "free", "details": {}},
  "rate_limits": {},
  "capabilities": [
    "Provides access to a variety of datasets published by the Luxembourg government",
    "Facilitates the discovery and download of open data",
    "Supports data transparency and civic engagement",
    "Offers data in various formats for different use cases",
    "Serves researchers, developers, and the general public interested in Luxembourg-related data"
  ],
  "raw_analysis": "The Open Government platform in Luxembourg, accessible at https://data.public.lu, serves as a repository for open data sets provided by the Luxembourg government. It aims to promote transparency, civic engagement, and innovation by providing free access to government data. The data is available in multiple formats to cater to various needs, such as research, application development, or public information. The platform is likely well-matured given its governmental backing and focus on promoting open data. There are no explicit mentions of specific integrations, but the platform supports usage by researchers, developers, and other data enthusiasts who can use the data for diverse applications. Given its purpose and the nature of open data, the platform does not require user authentication, and its pricing model is inherently free since it falls under open government initiatives."
}
```
Execute

1/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200790ms
robots_txtGET /robots.txt404179ms
llms_txtGET /llms.txt404174ms
Interpret
```json
{
  "overall": 63,
  "dimensions": {
    "token_efficiency": 7.0,
    "first_try_success": 5.5,
    "response_parseability": 6.0,
    "error_clarity": 5.5,
    "doc_quality": 6.0,
    "auth_simplicity": 8.0,
    "latency": 7.0,
    "consistency": 5.5
  },
  "pricing_normalized": {
    "type": "free",
    "details": {}
  },
  "issues": [
    "Missing security headers",
    "Non-existence of robots.txt and llms.txt"
  ],
  "recommendations": [
    "Improve documentation to clarify error messages and limitations.",
    "Enhance response parseability by offering more structured APIs or data export options.",
    "Consider adding security headers to improve security perception.",
    "Address the lack of robots.txt and llms.txt to improve web crawling and privacy settings."
  ]
}
```

Agent Readiness

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

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