Prowl
48/100
prowl
Benchmarked Sep 11, 2026

Cambase.io

Cambase.io is a project by Evercam.io in order to make it easier for software developers to have a reliable, up to date source of model hardware information available via a public API.

developeraiapi platform_profile
Benchmark Your API

Score Breakdown

Latency8/10
Token Efficiency6/10
Consistency5/10
Parseability5/10
Documentation4/10
Auth Simplicity4/10
First-Try Success4/10
Error Clarity3/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
{
  "service_type": "platform",
  "base_url": "https://cambase.io",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {
    "type": "unknown",
    "details": {}
  },
  "rate_limits": {},
  "capabilities": [
    "camera model database",
    "hardware specification lookup",
    "developer API for camera data",
    "reference data for software developers"
  ],
  "raw_analysis": "Cambase.io is a specialized platform project created by Evercam.io, designed to serve as a central, reliable repository of camera and model hardware information for software developers. Its primary purpose is to provide an up-to-date, publicly accessible data source via an API, helping developers integrate accurate camera model and hardware specs into their applications (e.g., video management, surveillance, IoT). The service is clearly developer-focused, targeting those working with camera hardware, computer vision, or surveillance software. Maturity: It is a niche, API-first offering backed by Evercam, a known company in the camera/IoT space, suggesting reasonable reliability and domain expertise, though the platform itself is not a general-purpose platform (no dashboards, collaboration tools, or dev environments). Integrations: The API is the main integration point; no SDKs or other integrations are mentioned. No authentication details are provided, but since it is a public API, it may use none or an API key. Pricing, rate limits, and specific endpoints are not disclosed in the provided content. Overall, it is a simple, transparent data API for camera hardware metadata, suitable for embedding into developer workflows."
}
Execute

1/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /403147ms
robots_txtGET /robots.txt20065ms
llms_txtGET /llms.txt4041016ms
Interpret
{
  "overall": 42,
  "dimensions": {
    "token_efficiency": 6.0,
    "first_try_success": 4.0,
    "response_parseability": 5.0,
    "error_clarity": 3.0,
    "doc_quality": 4.0,
    "auth_simplicity": 4.0,
    "latency": 8.0,
    "consistency": 5.0
  },
  "pricing_normalized": {
    "model": "unknown",
    "note": "No pricing information discovered; capabilities suggest a camera model database / developer data API but monetization is unclear."
  },
  "issues": [
    "Main site returned HTTP 403 on plain fetch — likely bot/WAF blocking, which hurts agent discoverability.",
    "No llms.txt (404) — agents lack a machine-readable capability index.",
    "No public API documentation surfaced; 'developer API' capability is claimed but unverifiable.",
    "Pricing model unknown, making cost/benefit evaluation impossible for recommendation.",
    "Robots.txt is minimal (WordPress default) with no guidance for AI agents.",
    "403 response page is a generic WordPress/Cloudflare block page, not a helpful error for agents."
  ],
  "recommendations": [
    "Publish an llms.txt describing the camera database, endpoints, and auth so agents can self-serve.",
    "Allow well-behaved bot user-agents through the WAF with clear rate limits instead of 403.",
    "Document a public read-only API (endpoints, schemas, sample responses) to enable structured consumption.",
    "Surface pricing or a clear free-tier/fair-use statement so agents can recommend with cost context.",
    "Add a status page or uptime signal; 403 blocking obscures real availability.",
    "Provide JSON error responses with actionable messages rather than HTML block pages."
  ]
}

Agent Readiness

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

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