52
/100
prowl
Benchmarked Aug 20, 2026

Code Detection API

Detect, label, format and enrich the code in your app or in your data pipeline

data platform_profile
Benchmark Your API

Score Breakdown

Latency 8/10
Consistency 7/10
Auth Simplicity 6/10
Token Efficiency 6/10
Documentation 5/10
First-Try Success 5/10
Error Clarity 4/10
Parseability 4/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
{
  "service_type": "platform",
  "base_url": "https://codedetectionapi.runtime.dev",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {"type": "unknown", "details": {}},
  "rate_limits": {},
  "capabilities": ["code detection", "code labeling", "code formatting", "code enrichment"],
  "raw_analysis": "Code Detection API from runtime.dev is a specialized platform that detects, labels, formats, and enriches code within applications or data pipelines. It is designed for developers and data engineers who need to programmatically identify and manipulate code snippets in mixed content (e.g., extracting code from user-generated content, logs, or documentation). The service is categorized under 'data' and is likely a commercial API, but no pricing details are provided. As of now, no documentation is publicly available (the site may be under development or behind a login), so the exact endpoints and authentication mechanisms are unknown. The platform is young and not widely adopted yet, but it fills a niche in code processing. Potential integrations could include CI/CD pipelines, code repositories, and data processing frameworks. However, without further documentation, the maturity and integration ecosystem remain unclear."
}
Execute

1/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200162ms
robots_txtGET /robots.txt404139ms
llms_txtGET /llms.txt40465ms
Interpret
```json
{
  "overall": 58,
  "dimensions": {
    "token_efficiency": 6.0,
    "first_try_success": 5.0,
    "response_parseability": 4.0,
    "error_clarity": 3.5,
    "doc_quality": 5.0,
    "auth_simplicity": 6.0,
    "latency": 8.5,
    "consistency": 7.0
  },
  "pricing_normalized": {},
  "issues": [
    "No robots.txt or llms.txt file, making site discoverability for agents poor",
    "Pricing model unknown - no clear pricing information visible",
    "Site appears to be a Webflow template with limited custom documentation",
    "No structured API documentation or JSON examples detected in initial crawl"
  ],
  "recommendations": [
    "Add llms.txt to help AI agents understand platform capabilities and usage",
    "Publish clear pricing information to reduce uncertainty for agents and users",
    "Provide structured API documentation with JSON examples for easier integration",
    "Add public changelog or status page to improve consistency perception"
  ]
}
```

Agent Readiness

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

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