38
/100
prowl
Benchmarked Aug 10, 2026

Teleport

Quality of Life Data

data platform_profile
Benchmark Your API

Score Breakdown

Auth Simplicity 8/10
Token Efficiency 8/10
Parseability 3/10
Latency 2/10
Consistency 2/10
Documentation 2/10
First-Try Success 2/10
Error Clarity 1/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
{
  "service_type": "platform",
  "base_url": "https://developers.teleport.org",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {"type": "free", "details": {"note": "No authentication required; historical service, now largely defunct or stale but still accessible."}},
  "rate_limits": {},
  "capabilities": ["provide quality-of-life data for cities", "provide urban area comparisons", "offer scorecards on living conditions", "provide geographic and demographic data", "offer salary and cost-of-living estimates"],
  "raw_analysis": "Teleport (developers.teleport.org) is a well-known but now largely dormant platform that offers quality-of-life data for cities worldwide. It was popular in the mid-2010s as a tool for comparing cities based on various metrics like cost of living, climate, and lifestyle. The API provides access to a comprehensive dataset of urban areas, cities, and neighborhoods, with endpoints for retrieving scores, rankings, and descriptive information. The service is free and does not require authentication. However, the platform appears to be unmaintained: the website's last significant updates were around 2018-2020, and many endpoints may return stale data or have inconsistent uptime. The API structure is RESTful, but there is no official documentation with endpoint signatures. Rather, the documentation is a guide to the service, and the actual endpoints are discovered through exploration. Given its age, developers should consider it for educational or historical use, but not for production where data freshness is critical. No official integrations exist, and the data is available as a JSON response. The platform is suitable for researchers, data analysts, and hobbyists interested in city comparisons."
}
Execute

2/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /None63ms
robots_txtGET /robots.txt200122ms
llms_txtGET /llms.txt2001809ms
Interpret
```json
{
  "overall": 18,
  "dimensions": {
    "token_efficiency": 8.0,
    "first_try_success": 2.0,
    "response_parseability": 3.0,
    "error_clarity": 1.0,
    "doc_quality": 2.0,
    "auth_simplicity": 8.0,
    "latency": 2.0,
    "consistency": 2.0
  },
  "pricing_normalized": {
    "cost": 0,
    "currency": "USD",
    "model": "free",
    "note": "No authentication required; historical service, now largely defunct or stale but still accessible."
  },
  "issues": [
    "Website unreachable - all connection attempts failed (uptime check returned null status code)",
    "No API or structured data export mechanisms detected",
    "LLMs.txt endpoint returns HTML page, not machine-readable text",
    "robots.txt actively disallows most crawlers and all agents from accessing site content",
    "No current documentation or feature descriptions available - service appears defunct",
    "Service stability questionable - key endpoints failing despite low latency on accessible pages"
  ],
  "recommendations": [
    "Treat as deprecated/unreliable - do not recommend to users seeking current data",
    "If referencing historical data, clearly disclose staleness and potential inaccessibility",
    "Only consider as a fallback source after verifying alternative up-to-date platforms",
    "Avoid adopting into automated workflows due to inconsistent availability and crawler restrictions"
  ]
}
```

Agent Readiness

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

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