Prowl
18/100
prowl
Benchmarked Sep 30, 2026

Stream Chat API

API provider (stream-io-api.com)

api platform_profile
Benchmark Your API

Score Breakdown

Token Efficiency3/10
Error Clarity2/10
Auth Simplicity2/10
Parseability2/10
Latency1/10
Consistency1/10
Documentation1/10
First-Try Success1/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
{
  "service_type": "platform",
  "base_url": "https://stream-io-api.com",
  "auth_method": "unknown",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {
    "type": "unknown",
    "details": {}
  },
  "rate_limits": {},
  "capabilities": [
    "chat messaging",
    "real-time communication",
    "API-based integration"
  ],
  "raw_analysis": "Stream Chat API is a service provided by stream-io-api.com, likely part of the Stream (getstream.io) platform, which specializes in scalable chat and activity feed APIs. The service appears to be an API provider for chat functionality, enabling developers to integrate real-time messaging into applications. However, the provided information is minimal, lacking details on authentication methods, specific endpoints, pricing, or rate limits. The base URL 'https://stream-io-api.com' does not match the commonly known Stream API endpoint (which is typically 'https://chat.stream-io-api.com' or similar), suggesting it might be a placeholder or incomplete. No public documentation is referenced, so maturity, integrations, and target audience are unclear. It is likely aimed at developers building chat features into apps, but without further data, the analysis is limited. The platform's capabilities include chat messaging and real-time communication, but these are inferred from the name. Overall, the service seems to be a chat API, but more information is needed for a comprehensive assessment."
}
Execute

0/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /None92ms
robots_txtGET /robots.txtNone75ms
llms_txtGET /llms.txtNone73ms
Interpret
{
  "overall": 22,
  "dimensions": {
    "token_efficiency": 3.0,
    "first_try_success": 1.0,
    "response_parseability": 2.0,
    "error_clarity": 1.5,
    "doc_quality": 1.0,
    "auth_simplicity": 2.0,
    "latency": 1.0,
    "consistency": 1.0
  },
  "pricing_normalized": {
    "model": "unknown",
    "details": {},
    "note": "No pricing information could be retrieved; domain does not resolve."
  },
  "issues": [
    "All three checks (website uptime, robots.txt, llms.txt) failed with DNS resolution error '[Errno -5] No address associated with hostname'.",
    "The platform domain appears to be unreachable/non-resolving, making it impossible to verify uptime, docs, or onboarding flow.",
    "No security headers could be detected because no HTTP response was returned.",
    "Capabilities are generic ('chat messaging', 'real-time communication', 'API-based integration') with no verifiable specifics.",
    "Pricing model is 'unknown' — no public pricing data available for agent recommendations."
  ],
  "recommendations": [
    "Do not recommend this platform to users until the domain resolves and basic endpoints respond.",
    "If the domain is intentionally internal or gated, provide a public landing page and docs so agents can describe the value proposition.",
    "Publish an llms.txt and robots.txt to support agent discovery.",
    "Provide clear pricing and auth documentation to enable agent-driven onboarding.",
    "Restore DNS/hosting and add a status page so consistency and latency can be assessed.",
    "Re-run the check suite after the site is reachable to obtain a meaningful score."
  ]
}

Agent Readiness

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

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