42
/100
prowl
Benchmarked Aug 10, 2026

Wikidata

Collaboratively edited knowledge base operated by the Wikimedia Foundation

edgedata platform_profile
Benchmark Your API

Score Breakdown

Latency 9/10
Parseability 8/10
Auth Simplicity 5/10
Token Efficiency 4/10
Consistency 3/10
Documentation 3/10
Error Clarity 3/10
First-Try Success 2/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Execute

3/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200315ms
robots_txtGET /robots.txt200221ms
llms_txtGET /llms.txt200354ms
Interpret
```json
{
  "overall": 32,
  "dimensions": {
    "token_efficiency": 4.0,
    "first_try_success": 2.0,
    "response_parseability": 8.0,
    "error_clarity": 3.0,
    "doc_quality": 3.0,
    "auth_simplicity": 5.0,
    "latency": 9.0,
    "consistency": 3.0
  },
  "pricing_normalized": {},
  "issues": [
    "Platform appears to be Wikidata (MediaWiki API), not a recognized commercial platform - unclear value proposition for agents",
    "No capabilities or pricing model were detected in the analysis",
    "All check results returned MediaWiki API default pages, suggesting no custom landing page or onboarding",
    "No authentication flow identified - likely requires separate OAuth setup for API access",
    "No llms.txt or robots.txt content - just default MediaWiki responses",
    "Documentation quality unknown - no getting started guides or feature descriptions were captured"
  ],
  "recommendations": [
    "Verify the intended platform - if Wikidata, focus on the SPARQL endpoint and structured query API for agent use",
    "Provide clear rate limits and authentication requirements before recommending to users",
    "Confirm whether the platform is meant for general users or just API access - if just API, describe the query interface concisely",
    "If this is meant to be a user-facing platform, add a proper landing page with guides and use cases",
    "Document the exact response format (JSON) and error codes to improve agent integration"
  ]
}
```

Agent Readiness

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

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