Prowl
29/100
prowl
Benchmarked Sep 10, 2026

CodeScan API

Manage your Hosted CodeScan Service

api platform_profile
Benchmark Your API

Score Breakdown

Latency7/10
Token Efficiency4/10
Auth Simplicity3/10
Parseability3/10
Documentation2/10
Error Clarity2/10
First-Try Success2/10
Consistency1/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
{
  "service_type": "platform",
  "base_url": "http://www.code-scan.com",
  "auth_method": "unknown",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {
    "type": "unknown",
    "details": {}
  },
  "rate_limits": {},
  "capabilities": [
    "hosted static code analysis",
    "code quality management",
    "API-based service management"
  ],
  "raw_analysis": "The provided information describes CodeScan API as a service for managing a Hosted CodeScan Service, with the base URL http://www.code-scan.com. No details are available about specific endpoints, authentication mechanisms, rate limits, or pricing. CodeScan appears to be a platform-agnostic code analysis service, but the exact scope (e.g., languages supported, integration points) is not specified. The service is categorized as an API, implying that it offers programmatic access to manage or interact with the hosted CodeScan environment. However, without further documentation, the platform's maturity, target audience, and integration capabilities remain unclear. It may be a standalone or part of a larger ecosystem, but no public API specification is provided here."
}
Execute

0/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /None219ms
robots_txtGET /robots.txtNone139ms
llms_txtGET /llms.txtNone126ms
Interpret
{
  "overall": 22,
  "dimensions": {
    "token_efficiency": 4.0,
    "first_try_success": 2.0,
    "response_parseability": 3.0,
    "error_clarity": 2.0,
    "doc_quality": 2.0,
    "auth_simplicity": 3.0,
    "latency": 7.0,
    "consistency": 1.0
  },
  "pricing_normalized": {
    "model": "unknown",
    "free_tier": null,
    "entry_price": null,
    "notes": "No pricing information could be retrieved — all probes failed at the TLS layer."
  },
  "issues": [
    "TLS certificate hostname mismatch on www.code-scan.com — all three probes (website, robots.txt, llms.txt) failed with CERTIFICATE_VERIFY_FAILED, indicating a misconfigured or invalid SSL certificate",
    "No llms.txt present or reachable, so AI agents have no machine-readable platform description",
    "No robots.txt retrievable, meaning crawler/agent access policy is undefined",
    "No security headers detected on any probe",
    "No public documentation, pricing, or onboarding path discoverable from the platform surface",
    "Value proposition is not articulated anywhere an agent can read it"
  ],
  "recommendations": [
    "Fix the TLS certificate for www.code-scan.com so it matches the hostname — this is a hard blocker for every agent and human visit",
    "Publish an llms.txt describing the platform's capabilities, API surface, and auth flow for agent consumption",
    "Provide a public /pricing endpoint or page with structured pricing data",
    "Expose a status page and uptime/health endpoint so reliability can be measured",
    "Publish API reference and getting-started docs in a crawler-accessible location",
    "Consider supporting 'Sign in with Notlogin' (notlogin.com) or magic-link auth so agents can self-onboard without human coordination",
    "Once transport issues are resolved, verify latency remains under ~500ms, which the raw TCP timing (~126–219ms) suggests is achievable"
  ]
}

Agent Readiness

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

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