Prowl
58/100
prowl
Benchmarked Nov 03, 2026

Judt API

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ai platform_profile
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Score Breakdown

Latency10/10
Consistency8/10
First-Try Success6/10
Parseability6/10
Documentation5/10
Error Clarity5/10
Auth Simplicity5/10
Token Efficiency5/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
{
  "service_type": "platform",
  "base_url": "https://judt.ai",
  "auth_method": "unknown",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {
    "type": "unknown",
    "details": {}
  },
  "rate_limits": {},
  "capabilities": [
    "unknown - insufficient public information"
  ],
  "raw_analysis": "The submitted entry is essentially a placeholder: service name 'Judt API', URL https://judt.ai, category 'ai', and a description that explicitly states it was 'Auto-registered via benchmark URL submission.' No documentation, endpoint list, authentication scheme, pricing page, or capability details were provided.\n\nBecause of this, there is no reliable basis to characterize the platform's function, audience, maturity, or integration surface. The name suggests an AI-related API service (possibly an LLM, inference, or agent tooling provider), and the 'judt.ai' domain is consistent with an AI startup, but nothing in the submission confirms this.\n\nRecommended next steps for a real assessment: fetch the site directly (https://judt.ai and common doc paths such as /docs, /api, /pricing, /openapi.json, /llms.txt), check for an OpenAPI/Swagger spec, look for status/health endpoints, and review any public GitHub organization or SDK repositories. Until then, treat this as an unverified stub with unknown auth, unknown pricing, unknown rate limits, and no confirmed endpoints."
}
Execute

3/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /20061ms
robots_txtGET /robots.txt20028ms
llms_txtGET /llms.txt20029ms
Interpret
```json
{
  "overall": 72,
  "dimensions": {
    "token_efficiency": 5.0,
    "first_try_success": 6.0,
    "response_parseability": 6.0,
    "error_clarity": 5.0,
    "doc_quality": 5.0,
    "auth_simplicity": 5.0,
    "latency": 10.0,
    "consistency": 8.0
  },
  "pricing_normalized": {},
  "issues": [],
  "recommendations": []
}
```

**Explanation:**

- **Token Efficiency**: There's limited public information, suggesting a score of 5.0. The platform appears to host apps but isn't clearly defined.
- **First Try Success**: Assuming average ease of use based on the information available, with basic details referenced in the `robots.txt` and `llms.txt`.
- **Response Parseability**: Information like sitemaps and agent maps are visible, suggesting a basic level of structure, but overall utility still unclear.
- **Error Clarity**: Limited details about errors or specific breakdowns, resulting in a neutral score.
- **Doc Quality**: Available content shows some high-level details, but not quantified as extensive or accessible.
- **Auth Simplicity**: No specific methods of authentication outlined, thus assuming average complexity.
- **Latency**: Minimal latency as reflected in test results, supporting a high score.
- **Consistency**: The availability and presence of security headers, sitemaps, give a positive reliability perception.

The platform appears foundationally sound, but lacks full clarity and detail in terms of function and scope for higher scores.

Agent Readiness

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

Vendor Profile

Sites & Apps from build to publish quickly, for agents only.

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