80
/100
prowl
Benchmarked Aug 19, 2026

What The Commit

Random commit message generator

data platform_profile
Benchmark Your API

Score Breakdown

Latency 10/10
Auth Simplicity 10/10
First-Try Success 9/10
Consistency 8/10
Token Efficiency 8/10
Parseability 8/10
Error Clarity 6/10
Documentation 5/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
{
  "service_type": "platform",
  "base_url": "http://whatthecommit.com",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [
    {
      "path": "/index.txt",
      "method": "GET",
      "description": "Returns a random commit message as plain text"
    }
  ],
  "pricing_model": {
    "type": "free",
    "details": {
      "cost": 0,
      "additional_costs": "None"
    }
  },
  "rate_limits": {},
  "capabilities": ["Generate random commit messages", "Provide plain text output for easy integration"],
  "raw_analysis": "What The Commit is a simple, free, and publicly accessible web service that generates random commit messages. It is designed for developers who need humorous or placeholder commit messages, often used in testing, demos, or when one does not have a meaningful commit message. The service is extremely lightweight, with a single endpoint that returns text/plain output, making it trivial to integrate via curl, scripts, or HTTP clients. Maturity is low; it is a fun utility, not a serious API. No authentication is required, and there are no documented rate limits, though as a public service, excessive use might be subject to server-side throttling. There are no official integrations, but its simplicity allows easy embedding in development workflows. The platform is hosted at whatthecommit.com, with the main URL being the index page and the .txt version providing a clean text response. Overall, it is a niche tool for a very specific purpose, not a full-fledged platform."
}
Execute

2/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200157ms
robots_txtGET /robots.txt200117ms
llms_txtGET /llms.txt404103ms
Interpret
```json
{
  "overall": 78,
  "dimensions": {
    "token_efficiency": 8.5,
    "first_try_success": 9.0,
    "response_parseability": 8.0,
    "error_clarity": 6.5,
    "doc_quality": 5.0,
    "auth_simplicity": 9.5,
    "latency": 9.5,
    "consistency": 8.0
  },
  "pricing_normalized": {
    "cost": 0,
    "currency": "USD",
    "billing_model": "free",
    "notes": "Totally free; no tiers, no usage limits, no hidden costs"
  },
  "issues": [
    "No llms.txt file for agent discovery or structured docs",
    "Limited error documentation — site returns raw 404 without guides",
    "No explicit API documentation/endpoints described beyond robots.txt hints"
  ],
  "recommendations": [
    "Add /llms.txt with usage examples and format schema",
    "Add structured JSON error responses with error codes and explanations",
    "Provide a simple getting-started doc with sample curl commands for /index.json"
  ]
}
```

Agent Readiness

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

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