67
/100
prowl
Benchmarked Jul 06, 2026

Open Government, UK

UK Government Open Data

data platform_profile
Benchmark Your API

Score Breakdown

Auth Simplicity 10/10
Latency 9/10
Parseability 8/10
Documentation 7/10
First-Try Success 7/10
Consistency 6/10
Error Clarity 6/10
Token Efficiency 5/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
```json
{
  "service_type": "platform",
  "base_url": "https://data.gov.uk",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {"type": "free", "details": {}},
  "rate_limits": {},
  "capabilities": [
    "Provides access to a wide range of UK government datasets",
    "Allows browsing and searching of datasets by category",
    "Facilitates data-driven decision making by providing open data",
    "Supports downloading data in various formats",
    "Offers metadata about datasets for easier understanding and use"
  ],
  "raw_analysis": "The data.gov.uk platform is designed to provide public access to a wide array of datasets maintained by the UK government. It serves a broad audience, including researchers, developers, data analysts, journalists, and policy makers who are interested in utilizing government data for creating insights, applications, or reports. The platform is mature, emphasizing transparency and accountability through open data. It does not require authentication, making it readily accessible. Its primary integration is with data tools and services that can consume or analyze open data sets. Although there isn't a clearly detailed pricing or rate limits due to its open nature, the platform explicitly aims to support public access and engagement with government data."
}
```
Execute

1/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200118ms
robots_txtGET /robots.txt404378ms
llms_txtGET /llms.txt40469ms
Interpret
```json
{
  "overall": 58,
  "dimensions": {
    "token_efficiency": 5.0,
    "first_try_success": 7.0,
    "response_parseability": 8.0,
    "error_clarity": 6.0,
    "doc_quality": 7.0,
    "auth_simplicity": 10.0,
    "latency": 9.0,
    "consistency": 6.0
  },
  "pricing_normalized": {
    "type": "free",
    "details": {}
  },
  "issues": [
    {
      "severity": "medium",
      "description": "Missing robots.txt — may reduce discoverability for agents trying to fetch site structure."
    },
    {
      "severity": "medium",
      "description": "Missing llms.txt — no machine-readable overview for LLMs/agents to quickly understand purpose and contents."
    },
    {
      "severity": "low",
      "description": "Platform is a government data portal, not an API-first service — agents may need to scrape or download bulk files rather than call structured endpoints."
    },
    {
      "severity": "low",
      "description": "Latency is good (118ms), but no visible status page or uptime guarantee; reliability perception is moderate."
    }
  ],
  "recommendations": [
    "Add a /robots.txt file to guide crawlers and improve indexability.",
    "Add an llms.txt file with a short description, dataset categories, and search/download URL patterns for agent consumption.",
    "Consider providing a simple JSON or CSV API endpoint for searching/list datasets, so agents can programmatically find data without scraping.",
    "Publish a status page or uptime dashboard to increase reliability transparency."
  ]
}
```

Agent Readiness

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

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