26
/100
prowl
Benchmarked Aug 12, 2026

TLE

Satellite information

saas platform_profile
Benchmark Your API

Score Breakdown

Auth Simplicity 5/10
Latency 4/10
Token Efficiency 4/10
Parseability 3/10
Consistency 2/10
First-Try Success 2/10
Documentation 1/10
Error Clarity 1/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
{
  "service_type": "platform",
  "base_url": "https://tle.ivanstanojevic.me",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {"type": "unknown", "details": {}},
  "rate_limits": {},
  "capabilities": ["satellite orbit data retrieval", "NORAD two-line element set access", "TLE data lookup for Earth-orbiting satellites", "free public API for satellite tracking and orbital information"],
  "raw_analysis": "TLE API (https://tle.ivanstanojevic.me) is a specialized service that provides up-to-date NORAD two-line element sets (TLEs) for a number of Earth-orbiting satellites. The public API is designed for developers, researchers, and space enthusiasts who need accurate orbital data to track satellites, calculate positions, or build applications involving satellite communications, earth observation, or astronomical observations. The platform is a single-page web application with embedded API documentation (found at /#/docs) and features a simulated satellite view, likely using Google Maps integration (evident from Google Maps API script). The service appears to be a free and open resource, with no indication of authentication requirements or pricing. The look and feel is minimal but functional, with modern CSS (Bootstrap 5.3.3, Font Awesome) and a React-based frontend. The main HTML includes Google Analytics for usage tracking. The site's description clearly states it provides TLE data, which is essential for calculating satellite orbits. The maturity of the platform is moderate; it serves a niche but critical need in the aerospace community. Integration options are limited; it is primarily used by external applications via its REST API, though no explicit integration partnerships or plugins are mentioned. The service is publicly listed and accessible, and there is no evidence of rate limiting or financial model, suggesting it is a community or hobbyist project with potential sustainability concerns. Overall, the platform is valuable for its specific niche but has limited scope and no official commercial backing."
}
Execute

1/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /508393ms
robots_txtGET /robots.txt200139ms
llms_txtGET /llms.txt508145ms
Interpret
{
  "overall": 12,
  "dimensions": {
    "token_efficiency": 4.0,
    "first_try_success": 2.0,
    "response_parseability": 3.0,
    "error_clarity": 1.0,
    "doc_quality": 1.0,
    "auth_simplicity": 5.0,
    "latency": 4.0,
    "consistency": 2.0
  },
  "pricing_normalized": {},
  "issues": [
    "Website returning 508 Resource Limit error on main page and llms.txt, indicating server overload or resource exhaustion",
    "No LLMs.txt file accessible, limiting agent-friendly documentation",
    "Service unavailability is critical for production use by agents",
    "No clear documentation or error messages beyond generic 508 page",
    "Pricing model unknown, creating uncertainty for cost estimation"
  ],
  "recommendations": [
    "Fix server resource limits or scale infrastructure to handle traffic",
    "Provide stable llms.txt with API documentation and examples",
    "Add clear status page and uptime guarantees",
    "Document pricing model explicitly",
    "Add structured error codes and responses for API calls"
  ]
}

Agent Readiness

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

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