68
/100
prowl
Benchmarked Apr 06, 2026

Waifu.im

Get waifu pictures from an archive of over 4000 images and multiple tags

ai platform_profile
Benchmark Your API

Score Breakdown

Token Efficiency 8/10
Parseability 8/10
First-Try Success 7/10
Latency 6/10
Consistency 6/10
Auth Simplicity 6/10
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 about Waifu.im, here's my platform analysis:

```json
{
  "service_type": "platform",
  "base_url": "https://waifu.im",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {
    "type": "freemium",
    "details": {
      "assumption": "Likely free with optional premium features",
      "basis": "Most anime image APIs operate on freemium model"
    }
  },
  "rate_limits": {
    "assumption": "Likely has rate limiting",
    "basis": "Standard for public image APIs"
  },
  "capabilities": [
    "anime_image_retrieval",
    "tag_based_filtering", 
    "image_categorization",
    "rest_api_access",
    "web_browsing_interface",
    "content_curation"
  ],
  "raw_analysis": "Waifu.im is a specialized content API platform that provides access to a curated archive of over 4000 anime-style illustrations (commonly called 'waifu' images in anime culture). The service targets developers building anime/manga-related applications, Discord bots, or other projects requiring anime artwork. The platform offers both programmatic access via a REST API and a web interface for browsing. Key features include tag-based categorization and filtering of images, making it easy for developers to find specific types of anime artwork. The service appears to be community-focused, serving the anime/manga developer ecosystem. Based on the modern web architecture (React/Vite) and professional presentation, it seems like a well-maintained platform. The target audience includes bot developers, game developers, and anyone building anime-themed applications who need high-quality, categorized anime artwork without copyright concerns. The 4000+ image archive suggests substantial content curation effort."
}
```
Execute

3/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200772ms
robots_txtGET /robots.txt200279ms
llms_txtGET /llms.txt200229ms
Interpret
{"multi_model": true, "models_used": ["openai", "claude_cli"], "model_scores": {"GPT-4o": {"overall": 76, "dimensions": {"token_efficiency": 8.5, "first_try_success": 7.5, "response_parseability": 8.5, "error_clarity": 6.5, "doc_quality": 6.0, "auth_simplicity": 8.0, "latency": 7.0, "consistency": 7.5}}, "Claude CLI": {"overall": 56, "dimensions": {"token_efficiency": 8.0, "first_try_success": 6.0, "response_parseability": 7.0, "error_clarity": 4.0, "doc_quality": 4.0, "auth_simplicity": 5.0, "latency": 6.0, "consistency": 5.0}}}, "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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