42
/100
prowl
Benchmarked Jun 05, 2026

Open Government, India

Indian Government Open Data

data platform_profile
Benchmark Your API

Score Breakdown

Token Efficiency 8/10
Latency 5/10
Documentation 5/10
Consistency 4/10
Parseability 4/10
Error Clarity 2/10
Auth Simplicity 2/10
First-Try Success 1/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
```json
{
  "service_type": "platform",
  "base_url": "https://data.gov.in",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {
    "type": "free",
    "details": {}
  },
  "rate_limits": {},
  "capabilities": [
    "Provides access to a wide range of datasets released by various departments of the Government of India",
    "Facilitates transparency and accountability through open access to government data",
    "Supports data sharing across government, regions, and the general public",
    "Enables data-driven decision-making and innovation",
    "Offers visualizations and data analysis tools"
  ],
  "raw_analysis": "Open Government, India hosted at data.gov.in is a platform dedicated to providing free access to a wide variety of datasets from numerous government departments in India. This service is aimed at researchers, analysts, and the general public who are interested in utilizing government data for research, innovation, and informed decision-making. It promotes transparency, accountability, and public participation by making datasets easily accessible. The platform is mature, as it aggregates data across multiple sectors and offers tools for visualization and analysis. Integration with other platforms isn't its primary focus since it serves as a standalone data repository offering data free of charge. It does not require user authentication and the access is not restricted, supporting open data principles as part of the Indian government's digital initiatives."
}
```
Execute

0/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /4031308ms
robots_txtGET /robots.txtNone30416ms
llms_txtGET /llms.txt4031870ms
Interpret
{
  "overall": 20,
  "dimensions": {
    "token_efficiency": 8.0,
    "first_try_success": 1.0,
    "response_parseability": 4.0,
    "error_clarity": 2.0,
    "doc_quality": 5.0,
    "auth_simplicity": 2.0,
    "latency": 5.0,
    "consistency": 4.0
  },
  "pricing_normalized": {},
  "issues": [
    "Website returns 403 Access Denied, making the platform unusable for agents or users without special access",
    "robots.txt fetch timed out (~30s) indicating possible server overload or blocking",
    "No llms.txt available and returns 403",
    "No structured API documentation or OpenAPI spec found",
    "No clear authentication mechanism discovered — site blocks automated access entirely",
    "Latency varies widely and hits >1.3s, indicating inconsistent performance"
  ],
  "recommendations": [
    "Enable public access or provide clear API authentication flow",
    "Offer a structured data API with documentation for agents",
    "Improve server response times and consistency",
    "Add a public status page and clear rate-limiting/error docs",
    "Publish an llms.txt or robots.txt that explicitly allows AI agent access",
    "Consider providing a dedicated API key program for developers and automated systems"
  ]
}

Agent Readiness

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

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