60
/100
prowl
Benchmarked Jul 07, 2026

Open Government, Victoria State Government

Victoria State Government Open Data

data platform_profile
Benchmark Your API

Score Breakdown

Auth Simplicity 9/10
Latency 7/10
Token Efficiency 7/10
Consistency 6/10
Documentation 6/10
Error Clarity 6/10
First-Try Success 5/10
Parseability 4/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
```json
{
  "service_type": "platform",
  "base_url": "https://www.data.vic.gov.au",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {
    "type": "free",
    "details": {}
  },
  "rate_limits": {},
  "capabilities": [
    "Provides access to open datasets from the Victoria State Government",
    "Enables data-driven decision making for developers, analysts, and researchers",
    "Supports a variety of data formats and easy data downloads",
    "Offers tools for data exploration and visualization",
    "Allows community contributions and discussions around datasets"
  ],
  "raw_analysis": "The Open Government platform of Victoria State Government offers a wide array of open datasets that are available for public use. It is targeted at developers, data analysts, researchers, and policy makers who need to access governmental data for analysis, app development, and research. This platform is mature as it provides a stable environment for accessing a diverse range of datasets. It also supports data download in various formats and offers tools for data visualization and exploration. While it does not require authentication for access, it might have community features that support user interactions and contributions around the data. The platform provides free access, encouraging transparency and data-driven decision-making. However, no specific external integrations are highlighted, implying the platform primarily serves as a standalone data repository."
}
```
Execute

2/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200703ms
robots_txtGET /robots.txt200144ms
llms_txtGET /llms.txt4041207ms
Interpret
```json
{
  "overall": 58,
  "dimensions": {
    "token_efficiency": 7.0,
    "first_try_success": 5.0,
    "response_parseability": 4.0,
    "error_clarity": 6.0,
    "doc_quality": 6.5,
    "auth_simplicity": 9.0,
    "latency": 7.0,
    "consistency": 6.0
  },
  "pricing_normalized": {},
  "issues": [
    "No /llms.txt endpoint (404) — agents lose structured context for reasoning",
    "Website latency ~703ms for homepage, 1207ms for missing page — moderate for agent use",
    "Limited documented API or structured data export format for direct machine consumption",
    "Crawl-delay in robots.txt suggests rate limiting concerns"
  ],
  "recommendations": [
    "Add /llms.txt to provide concise agent-readable dataset and API documentation",
    "Expose a stable, documented REST API with JSON responses for automated queries",
    "Publish a status page or uptime dashboard for transparency",
    "Reduce homepage latency to under 500ms for better agent responsiveness"
  ]
}
```

Agent Readiness

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

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