44
/100
prowl
Benchmarked Jun 04, 2026

Open Government, Mexico

Mexican Statistical Government Open Data

data platform_profile
Benchmark Your API

Score Breakdown

Auth Simplicity 9/10
Latency 8/10
Token Efficiency 7/10
Parseability 4/10
Consistency 3/10
Documentation 3/10
Error Clarity 2/10
First-Try Success 2/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
```json
{
  "service_type": "platform",
  "base_url": "https://www.inegi.org.mx/datos",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {"type": "free", "details": {}},
  "rate_limits": {},
  "capabilities": [
    "Provides access to Mexican government open data",
    "Includes statistical data from the national geographic and demographic databases",
    "Offers datasets on a variety of subjects including economics, population, and geography",
    "Serves as a resource for researchers, policy makers, and the general public interested in Mexican statistics"
  ],
  "raw_analysis": "The URL provided points to the Instituto Nacional de Estadística y Geografía (INEGI) for Mexico's open data service. The INEGI service is a governmental platform that offers a wide range of statistical data relevant to various aspects of Mexico, including economics, population, and geography. This platform is particularly designed for researchers, policy makers, and individuals seeking comprehensive statistical data on Mexico. Based on the information provided, there are no specific authentication requirements to access the data, indicating that it is freely available to the public. The site seems to experience occasional technical issues, as suggested by the returned HTML content illustrating a page not found error. Despite this, the service's intent is to facilitate open access to government data for various analytical purposes. Pricing for the platform is not applicable since it appears to be a free service. Current integrations or API endpoints, if any, are not explicitly detailed in the information given."
}
```
Execute

3/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200237ms
robots_txtGET /robots.txt20082ms
llms_txtGET /llms.txt20086ms
Interpret
```json
{
  "overall": 38,
  "dimensions": {
    "token_efficiency": 7.0,
    "first_try_success": 2.0,
    "response_parseability": 4.0,
    "error_clarity": 2.0,
    "doc_quality": 3.0,
    "auth_simplicity": 9.0,
    "latency": 8.0,
    "consistency": 3.0
  },
  "pricing_normalized": {
    "model": "free",
    "score_boost": 5
  },
  "issues": [
    "robots.txt returns 404 page (not found)",
    "llms.txt returns 404 page (not found)",
    "Main page is just a redirect landing page with no apparent content",
    "No structured API or machine-readable data format found in initial checks",
    "Lack of robots.txt indicates poor web infrastructure/SEO",
    "No clear documentation or getting started guides surface from base URL"
  ],
  "recommendations": [
    "Fix robots.txt to actually exist and guide crawlers",
    "Add a proper /llms.txt endpoint for AI/agent discovery",
    "Publish a REST or GraphQL API with structured JSON responses for datasets",
    "Provide an English-language developer portal or clear API documentation",
    "Ensure the landing page provides immediate value or dataset search rather than just redirecting"
  ]
}
```

Agent Readiness

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

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