76
/100
prowl
Benchmarked Aug 12, 2026

NASA ADS

NASA Astrophysics Data System

data platform_profile
Benchmark Your API

Score Breakdown

Latency 9/10
Parseability 9/10
Consistency 8/10
Auth Simplicity 8/10
Token Efficiency 8/10
Documentation 7/10
Error Clarity 6/10
First-Try Success 6/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
{
  "service_type": "platform",
  "base_url": "https://ui.adsabs.harvard.edu",
  "auth_method": "api_key",
  "auth_config": {
    "header_name": "Authorization",
    "header_prefix": "Bearer"
  },
  "endpoints": [
    {
      "path": "/search/query",
      "method": "GET",
      "description": "Search ADS bibliographic database"
    },
    {
      "path": "/search/objects",
      "method": "GET",
      "description": "Retrieve records by bibcodes or IDs"
    },
    {
      "path": "/export/",
      "method": "GET",
      "description": "Export search results in various formats (e.g., BibTeX, RIS)"
    },
    {
      "path": "/metrics",
      "method": "GET",
      "description": "Get citation metrics for papers"
    },
    {
      "path": "/links",
      "method": "GET",
      "description": "Get links to related resources (e.g., data, full text)"
    }
  ],
  "pricing_model": {
    "type": "free",
    "details": {
      "api_key": "free with registration",
      "usage_limits": "standard quotas apply; see rate limits"
    }
  },
  "rate_limits": {
    "default": {
      "requests_per_second": 5,
      "daily_limit": 5000
    },
    "notes": "Limits vary by endpoint and user class; refer to official docs."
  },
  "capabilities": [
    "bibliographic search",
    "abstract retrieval",
    "citation metrics",
    "export to multiple formats (BibTeX, RIS, etc.)",
    "full-text search",
    "faceting and filtering",
    "graphical metrics and visualizations",
    "API access with token-based authentication"
  ],
  "raw_analysis": "NASA ADS (Astrophysics Data System) is a mature, well-established digital library platform developed by NASA and operated by the Harvard-Smithsonian Center for Astrophysics. It serves as the primary literature database for astronomy and astrophysics, indexing over 15 million publications from journals, conference proceedings, and other sources. The platform provides a RESTful API documented at /help/api/api-docs.html, which supports advanced search queries, metadata retrieval, metrics, and export functionalities. It requires users to register and obtain an API token, passed via the Authorization header as a Bearer token. The API is widely used by researchers for building citation networks, harvesting metadata, and integrating with analysis tools. Maturity is high: the service has been in operation for decades, and its API is stable and well documented. Integrations include common citation managers (e.g., Zotero, Mendeley) via export formats, as well as tools like Python's ads package. Rate limits are reasonable for academic use, typically around 5 requests per second with daily quotas. The platform is free for all users, with no tiered pricing, making it accessible. Overall, it is a critical infrastructure service for the astrophysics community, with a strong API ecosystem."
}
Execute

3/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /202100ms
robots_txtGET /robots.txt20238ms
llms_txtGET /llms.txt20240ms
Interpret
```json
{
  "overall": 72,
  "dimensions": {
    "token_efficiency": 8.5,
    "first_try_success": 6.0,
    "response_parseability": 9.0,
    "error_clarity": 6.5,
    "doc_quality": 7.0,
    "auth_simplicity": 7.5,
    "latency": 9.0,
    "consistency": 7.5
  },
  "pricing_normalized": {
    "type": "free",
    "entry_barrier": "low",
    "notes": "Free tier with API key registration; standard quotas apply"
  },
  "issues": [
    "No security headers detected on responses — potential concern for production use",
    "Rate limits mentioned but not clearly specified — agents may hit unexpected throttling",
    "Missing explicit documentation on API error response formats (from analysis)"
  ],
  "recommendations": [
    "Add explicit rate limit values in docs to help agents pre-plan requests",
    "Publish standard error codes and structured error responses for better parsing",
    "Document authentication flow for API key creation to streamline onboarding"
  ]
}
```

Agent Readiness

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

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