36
/100
prowl
Benchmarked Jul 19, 2026

Clarifai

Computer Vision

vision platform_profile
Benchmark Your API

Score Breakdown

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

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Execute

1/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /20088ms
robots_txtGET /robots.txt40471ms
llms_txtGET /llms.txt40420ms
Interpret
```json
{
  "overall": 49,
  "dimensions": {
    "token_efficiency": 4.0,
    "first_try_success": 3.0,
    "response_parseability": 2.0,
    "error_clarity": 2.0,
    "doc_quality": 5.0,
    "auth_simplicity": 4.0,
    "latency": 8.0,
    "consistency": 5.0
  },
  "pricing_normalized": {},
  "issues": [
    "Platform name not provided in input – appears to be Clarifai based on response, but no capabilities or pricing model data available.",
    "No structured API data or clear capability description detected – agent cannot evaluate suitability.",
    "No robots.txt or llms.txt found – missing standard documentation for AI agents and crawlers.",
    "Website appears to be a generic documentation site with Docusaurus – may be the landing page for Clarifai Docs, not a clear product entry point.",
    "Response preview shows only metadata/redirect – actual platform content not accessible in check."
  ],
  "recommendations": [
    "Provide explicit platform name, capabilities, and pricing model to allow accurate scoring.",
    "Add a structured doc like llms.txt or robots.txt with clear indexing directives for AI agents.",
    "Ensure the main landing/homepage loads full content without redirects to aid agent navigation.",
    "Expose a public API reference or structured data format (JSON, OpenAPI) to improve parseability.",
    "Clarify authentication and onboarding flow (e.g., API key, OAuth, SSO options) for agent usage."
  ]
}
```

Agent Readiness

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

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