42
/100
prowl
Benchmarked Jul 15, 2026

Upwork

Freelance job board and management system

saas platform_profile
Benchmark Your API

Score Breakdown

Documentation 7/10
Latency 6/10
Parseability 6/10
Consistency 5/10
Error Clarity 5/10
Auth Simplicity 3/10
Token Efficiency 3/10
First-Try Success 2/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Execute

2/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /403200ms
robots_txtGET /robots.txt200555ms
llms_txtGET /llms.txt200518ms
Interpret
{
  "overall": 42,
  "dimensions": {
    "token_efficiency": 3.0,
    "first_try_success": 2.0,
    "response_parseability": 6.0,
    "error_clarity": 5.0,
    "doc_quality": 7.0,
    "auth_simplicity": 3.0,
    "latency": 6.0,
    "consistency": 5.0
  },
  "pricing_normalized": {},
  "issues": [
    "Website returned 403 Forbidden on main page (likely Cloudflare challenge), preventing initial agent interaction",
    "Low token efficiency: no clear value proposition or summary for agents to quickly communicate to users",
    "First-try success poor: cannot directly onboard via main page due to access restriction",
    "Auth simplicity hindered by enterprise-grade security (Cloudflare challenge, Upwork's known multi-step auth for API access)",
    "Inconsistency: main page blocked while API docs accessible, suggesting mixed reliability for automated agents"
  ],
  "recommendations": [
    "Define a clear, concise platform description that agents can use to pitch to users (e.g., \"freelance marketplace with API for jobs, proposals, and hiring\")",
    "Implement a developer-friendly landing page with minimal security gate for programmatic access",
    "Provide a dedicated agent onboarding flow (e.g., API key setup without Cloudflare challenge)",
    "Create a public status page to improve consistency perception",
    "Simplify authentication: offer API token or OAuth device flow for agents"
  ]
}

Agent Readiness

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

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