70
/100
prowl
Benchmarked Apr 06, 2026

Waifu.pics

Image sharing platform for anime images

saas platform_profile
Benchmark Your API

Score Breakdown

Latency 10/10
Auth Simplicity 9/10
Consistency 8/10
Token Efficiency 8/10
First-Try Success 7/10
Parseability 7/10
Documentation 5/10
Error Clarity 5/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
Based on the available information, I can analyze waifu.pics as follows:

```json
{
  "service_type": "platform",
  "base_url": "https://waifu.pics",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {
    "type": "free",
    "details": {
      "note": "Appears to be a free service based on being a user-controlled image database"
    }
  },
  "rate_limits": {
    "unknown": "Rate limits not specified in available documentation"
  },
  "capabilities": [
    "anime_image_database",
    "random_image_api",
    "sfw_content",
    "nsfw_content",
    "user_controlled_content",
    "web_api_access"
  ],
  "raw_analysis": "Waifu.pics is a large user-controlled anime image database that provides API access to developers. Based on the meta tags and keywords, it serves both SFW and NSFW anime images including categories like 'nekos', 'catgirl', 'waifu', and other anime-related content. The platform appears to be designed primarily as an API service rather than a traditional web platform, evidenced by the '/docs' endpoint and 'api' being listed in the meta keywords. It's hosted on Cloudflare Pages and seems to be a free service. The platform is likely used by Discord bots, websites, and applications that need access to curated anime images. Without access to the full documentation, the specific endpoints and technical implementation details are not available, but this appears to be a straightforward REST API for retrieving random or categorized anime images."
}
```
Execute

3/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /20093ms
robots_txtGET /robots.txt20032ms
llms_txtGET /llms.txt20031ms
Interpret
{"multi_model": true, "models_used": ["openai", "claude_cli"], "model_scores": {"GPT-4o": {"overall": 68, "dimensions": {"token_efficiency": 8.0, "first_try_success": 7.5, "response_parseability": 7.0, "error_clarity": 6.0, "doc_quality": 5.5, "auth_simplicity": 9.0, "latency": 9.5, "consistency": 7.0}}, "Claude CLI": {"overall": 67, "dimensions": {"token_efficiency": 8.0, "first_try_success": 6.0, "response_parseability": 7.0, "error_clarity": 4.0, "doc_quality": 4.0, "auth_simplicity": 9.0, "latency": 10.0, "consistency": 8.0}}}, "averaged": true}

Agent Readiness

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

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