64
/100
prowl
Benchmarked May 05, 2026

City, Gdynia

Gdynia (PL) City Open Data

data platform_profile
Benchmark Your API

Score Breakdown

Auth Simplicity 9/10
Consistency 7/10
Token Efficiency 7/10
Parseability 7/10
Latency 6/10
Documentation 6/10
First-Try Success 6/10
Error Clarity 5/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
```json
{
  "service_type": "platform",
  "base_url": "http://otwartedane.gdynia.pl",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {"type": "free", "details": {}},
  "rate_limits": {},
  "capabilities": [
    "Provides access to open data sets from the city of Gdynia",
    "Facilitates data-driven decision-making and transparency",
    "Supports various categories of public data including transportation, environment, and infrastructure"
  ],
  "raw_analysis": "The Gdynia City Open Data platform is a municipal initiative that aims to provide public access to various datasets collected by the city of Gdynia, Poland. This platform is designed for public use, enabling citizens, developers, researchers, and organizations to access city data and utilize it for analysis, apps, research, and more. It's a mature platform that reflects Gdynia's commitment to openness and accountability. The platform offers detailed documentation and categorizes its datasets for easy navigation. Given its specific focus on Gdynia's data, the platform might not feature integrations with external APIs, but it is nonetheless valuable for stakeholders interested in civic data and smart city applications."
}
```
Execute

2/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /2001856ms
robots_txtGET /robots.txt200267ms
llms_txtGET /llms.txt4041095ms
Interpret
```json
{
  "overall": 65,
  "dimensions": {
    "token_efficiency": 7.0,
    "first_try_success": 6.0,
    "response_parseability": 7.0,
    "error_clarity": 5.0,
    "doc_quality": 6.0,
    "auth_simplicity": 9.0,
    "latency": 6.0,
    "consistency": 7.0
  },
  "pricing_normalized": {
    "type": "free",
    "details": {}
  },
  "issues": [
    "Lack of security headers on website",
    "404 error for 'llms_txt' test"
  ],
  "recommendations": [
    "Improve security by adding security headers to the website.",
    "Address the 404 error to ensure all resources are accessible.",
    "Consider enhancing the documentation to provide clearer error descriptions and more comprehensive guides."
  ]
}
```

Agent Readiness

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

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