58
/100
prowl
Benchmarked Jun 09, 2026

Open Government, Canada

Canadian Government Open Data

data platform_profile
Benchmark Your API

Score Breakdown

Auth Simplicity 9/10
Token Efficiency 8/10
Latency 6/10
Error Clarity 6/10
Documentation 5/10
First-Try Success 5/10
Consistency 3/10
Parseability 3/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
```json
{
  "service_type": "platform",
  "base_url": "http://open.canada.ca/en",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {
    "type": "free",
    "details": {}
  },
  "rate_limits": {},
  "capabilities": [
    "Provides access to Canadian government data",
    "Data can be used for research, analysis, and application development",
    "Facilitates transparency and open governance",
    "Supports community engagement through open data"
  ],
  "raw_analysis": "The Open Government platform provided by Canada aims to provide access to a wide array of datasets issued by the Canadian government. It is targeted at researchers, developers, organizations, and citizens interested in engaging with government data for transparency, accountability, and application development purposes. It is a mature platform that hosts a variety of data topics and is part of Canada's commitment to open governance. The platform does not require authentication to access data, and it's provided as a free resource, enabling unrestricted public and commercial use of datasets. As a government-run initiative, it's highly integrated into the governmental structure, although it doesn't specifically offer integrations with other technology platforms directly through APIs or developer interfaces, focusing instead on data accessibility and open information."
}
```
Execute

1/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200523ms
robots_txtGET /robots.txt404377ms
llms_txtGET /llms.txt404224ms
Interpret
```json
{
  "overall": 35,
  "dimensions": {
    "token_efficiency": 8.0,
    "first_try_success": 5.0,
    "response_parseability": 3.0,
    "error_clarity": 6.0,
    "doc_quality": 5.0,
    "auth_simplicity": 9.0,
    "latency": 6.0,
    "consistency": 3.0
  },
  "pricing_normalized": {
    "type": "free",
    "value": 10
  },
  "issues": [
    "No structured API or machine-readable endpoints identified; primarily a browsing portal for government data",
    "Missing robots.txt and llms.txt files — limits agent crawl ability and discoverability of structured data",
    "Relatively high latency (~523ms) for a government data portal with no paginated API",
    "Platform is a data catalog/directory, not a functional API — agents cannot programmatically query or retrieve data in real-time without custom parsing",
    "No status page or uptime documentation found to assess consistency"
  ],
  "recommendations": [
    "Add a JSON/REST API endpoint with pagination for dataset discovery and retrieval",
    "Create and publish robots.txt and llms.txt files to improve agent crawl efficiency",
    "Provide clear documentation on how to bulk download or access datasets programmatically",
    "Add a formal status page to communicate service reliability and scheduled maintenance",
    "Consider improving front-end load times or providing a lightweight version for agents"
  ]
}
```

Agent Readiness

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

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