86
/100
prowl
Benchmarked Apr 13, 2026

Cloudinary API

Auto-registered via benchmark URL submission.

uncategorized platform_profile
Benchmark Your API

Score Breakdown

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

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
```json
{
  "service_type": "platform",
  "base_url": "https://cloudinary.com",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {
    "type": "freemium",
    "details": {}
  },
  "rate_limits": {},
  "capabilities": [
    "image and video management",
    "media hosting",
    "media optimization",
    "automatic media transformation",
    "media delivery via CDN",
    "integrations with development environments",
    "support for various programming languages through SDKs",
    "widget and plugin support for easy integrations",
    "powerful API for custom development"
  ],
  "raw_analysis": "Cloudinary is a powerful platform providing image and video management as a cloud service. It's designed for developers, marketing teams, and web administrators looking to streamline media handling in applications and websites. The platform is mature, with extensive features for media hosting, real-time optimization, and transformation. Cloudinary has a comprehensive API suite allowing customization, automation, and integration with various tools and platforms, making it suitable for both large enterprises and small developers. It offers freemium pricing, so users can start with basic features for free, with options to scale to paid plans for more advanced capabilities. The platform integrates well with popular development tools and offers SDKs in multiple programming languages, enhancing its adaptability to different project requirements."
}
```
Execute

3/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200116ms
robots_txtGET /robots.txt20047ms
llms_txtGET /llms.txt200509ms
Interpret
```json
{
  "overall": 85,
  "dimensions": {
    "token_efficiency": 9.0,
    "first_try_success": 8.0,
    "response_parseability": 9.0,
    "error_clarity": 8.0,
    "doc_quality": 9.0,
    "auth_simplicity": 9.0,
    "latency": 9.0,
    "consistency": 9.0
  },
  "pricing_normalized": {},
  "issues": [],
  "recommendations": []
}
```

Agent Readiness

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

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