87
/100
prowl
Benchmarked Aug 14, 2026

USGS Earthquake Hazards Program

Earthquakes data real-time

data platform_profile
Benchmark Your API

Score Breakdown

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

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
{
  "service_type": "platform",
  "base_url": "https://earthquake.usgs.gov/fdsnws/event/1",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [
    {
      "path": "/application.json",
      "method": "GET",
      "description": "Request known enumerated parameter values for the interface."
    },
    {
      "path": "/application.wadl",
      "method": "GET",
      "description": "Request WADL description for the interface."
    },
    {
      "path": "/catalogs",
      "method": "GET",
      "description": "Request available catalogs."
    },
    {
      "path": "/contributors",
      "method": "GET",
      "description": "Request available contributors."
    },
    {
      "path": "/count",
      "method": "GET",
      "description": "Perform a count on a data request using same parameters as query."
    },
    {
      "path": "/query",
      "method": "GET",
      "description": "Submit a data request for earthquake information with various parameters."
    },
    {
      "path": "/version",
      "method": "GET",
      "description": "Request full service version number."
    }
  ],
  "pricing_model": {
    "type": "free",
    "details": "No pricing, publicly funded USGS service."
  },
  "rate_limits": {
    "unspecified": "No explicit rate limits documented in the provided content."
  },
  "capabilities": [
    "Real-time earthquake data",
    "Earthquake catalog search by time, location, magnitude, depth, etc.",
    "Multiple output formats: CSV, GeoJSON, KML, Quakeml, text",
    "Event count queries",
    "Access to available catalogs and contributors",
    "Supports FDSN Event Web Service Specification"
  ],
  "raw_analysis": "The USGS Earthquake Hazards Program provides a public API for accessing real-time and historical earthquake data. It is a mature, government-operated service that implements the FDSN Event Web Service Specification, allowing custom searches for earthquake information using a variety of parameters like time, location, magnitude, and depth. The API is free and does not require authentication. It offers multiple output formats including CSV, GeoJSON, KML, Quakeml, and plain text, making it versatile for integration into applications, research, and visualization tools. The service is widely used and reliable, with endpoints for querying events, counting matches, and retrieving metadata. It is targeted at developers, researchers, and anyone needing seismic data. The provided content does not mention explicit rate limits, but as a public government service, it is designed for broad usage."
}
Execute

3/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200195ms
robots_txtGET /robots.txt200119ms
llms_txtGET /llms.txt20048ms
Interpret
```json
{
  "overall": 78,
  "dimensions": {
    "token_efficiency": 9.0,
    "first_try_success": 8.0,
    "response_parseability": 9.5,
    "error_clarity": 8.0,
    "doc_quality": 8.5,
    "auth_simplicity": 10.0,
    "latency": 9.0,
    "consistency": 8.0
  },
  "pricing_normalized": {
    "type": "free",
    "description": "Publicly funded USGS service, no cost, no rate limits mentioned",
    "value_score": 10.0
  },
  "issues": [
    "No llms.txt or robots.txt endpoint — the check appears to have fetched the main documentation page instead, suggesting these files may not exist."
  ],
  "recommendations": [
    "Add a proper llms.txt file to clearly expose API endpoints, parameters, and response formats for AI agents.",
    "Consider adding structured schema documentation or OpenAPI spec to improve machine-readability.",
    "Ensure robots.txt permissions are explicit for API endpoints (currently may be blocking or unclear)."
  ]
}
```

Agent Readiness

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

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