42
/100
prowl
Benchmarked Jun 16, 2026

Open Government, Estonia

Estonia Government Open Data

data platform_profile
Benchmark Your API

Score Breakdown

Token Efficiency 7/10
Parseability 7/10
Latency 6/10
Consistency 4/10
Documentation 2/10
Auth Simplicity 2/10
First-Try Success 2/10
Error Clarity 1/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
```json
{
  "service_type": "platform",
  "base_url": "https://avaandmed.eesti.ee",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {
    "type": "free",
    "details": {}
  },
  "rate_limits": {},
  "capabilities": [
    "Access to Estonia's open government data",
    "Dataset browsing",
    "Data reuse and sharing for commercial and non-commercial purposes",
    "Data owner information"
  ],
  "raw_analysis": "The Open Government platform for Estonia provides access to public sector data without access restrictions, allowing for both commercial and non-commercial reuse and redistribution. It's designed to support transparency and innovation by making government data easily accessible. The platform appears mature as part of a national initiative with significant data available, and it is aimed at developers, researchers, and organizations seeking to leverage government data. There is no mention of an authentication or API-based interaction directly on the site, and it is likely configured to be browsed and accessed publicly. The service is provided for free, promoting open data usage."
}
```
Execute

2/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200928ms
robots_txtGET /robots.txt404332ms
llms_txtGET /llms.txt200314ms
Interpret
```json
{
  "overall": 18,
  "dimensions": {
    "token_efficiency": 7.0,
    "first_try_success": 2.0,
    "response_parseability": 7.0,
    "error_clarity": 1.0,
    "doc_quality": 2.0,
    "auth_simplicity": 2.0,
    "latency": 6.0,
    "consistency": 4.0
  },
  "pricing_normalized": {
    "type": "free",
    "cost_per_thousand_tokens": 0.0,
    "details": "Free to use for commercial and non-commercial purposes"
  },
  "issues": [
    "No robots.txt (404)",
    "Front-end website, not an API — agents cannot easily extract structured data",
    "No authentication endpoint or API documentation found in response previews",
    "No explicit API or structured endpoint identified — parsing requires scraping HTML",
    "No llms.txt content returned (provides HTML instead of plain text instructions for LLMs)",
    "High latency for static page (928ms)"
  ],
  "recommendations": [
    "Provide a RESTful API with structured JSON responses for all government datasets",
    "Add authentication endpoint (OAuth2 or API key) for agent access",
    "Create an llms.txt file with plain text instructions, endpoint URLs, and data schemas",
    "Publish a robots.txt file to allow/disallow crawler access clearly",
    "Reduce page load latency to under 500ms for agent-friendly performance",
    "Add clear documentation on how to query datasets programmatically"
  ]
}
```

Agent Readiness

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

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