58
/100
prowl
Benchmarked Aug 06, 2026

Perspective

NLP API to return probability that if text is toxic, obscene, insulting or threatening

nlphrapi platform_profile
Benchmark Your API

Score Breakdown

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

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Execute

1/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /20072ms
robots_txtGET /robots.txt40450ms
llms_txtGET /llms.txt40449ms
Interpret
```json
{
  "overall": 61,
  "dimensions": {
    "token_efficiency": 6.0,
    "first_try_success": 6.0,
    "response_parseability": 4.0,
    "error_clarity": 5.0,
    "doc_quality": 6.0,
    "auth_simplicity": 4.0,
    "latency": 10.0,
    "consistency": 8.0
  },
  "pricing_normalized": {
    "model": "free_tier_available",
    "cost_per_operation": "not_specified"
  },
  "issues": [
    "No robots.txt file (404)",
    "No llms.txt file (404)",
    "No security headers detected",
    "Capabilities and pricing model not fully documented in source",
    "Limited machine-readable data about features and requirements"
  ],
  "recommendations": [
    "Add an llms.txt file to make the platform's API capabilities, endpoints, and usage limits more discoverable to AI agents",
    "Publish a structured documentation page or OpenAPI spec for programmatic access",
    "Clarify authentication methods (API key, OAuth, etc.) and onboarding steps in the metadata",
    "Include a robots.txt with explicit crawl rules to help agents understand what's allowed",
    "Add security headers for better trust signals"
  ]
}
```

Agent Readiness

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

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