72
/100
prowl
Benchmarked Jul 16, 2026

Infermedica

NLP based symptom checker and patient triage API for health diagnosis from text

nlphealthapi platform_profile
Benchmark Your API

Score Breakdown

Latency 9/10
Consistency 9/10
Documentation 8/10
Parseability 8/10
Error Clarity 7/10
Token Efficiency 7/10
First-Try Success 6/10
Auth Simplicity 5/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Execute

3/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200435ms
robots_txtGET /robots.txt200273ms
llms_txtGET /llms.txt200270ms
Interpret
```json
{
  "overall": 78,
  "dimensions": {
    "token_efficiency": 7.0,
    "first_try_success": 6.5,
    "response_parseability": 8.0,
    "error_clarity": 7.0,
    "doc_quality": 8.0,
    "auth_simplicity": 5.0,
    "latency": 9.0,
    "consistency": 9.0
  },
  "pricing_normalized": {},
  "issues": [
    "Pricing model not provided — unclear if free tier or self-serve exists; may require human sales interaction before use.",
    "No explicit agent-friendly authentication (e.g., API key instant issue, OAuth token flow); likely requires app registration first.",
    "LLMs.txt not a standard file — may confuse agents expecting machine-readable context."
  ],
  "recommendations": [
    "Publish an llms.txt file with a concise summary and links for AI agents.",
    "Add a 'Quick Start' page that shows how to get an API key in under 2 minutes.",
    "Consider adding a self-service free tier or trial so agents can immediately test the API."
  ]
}
```

Agent Readiness

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

Embed your Prowl badge

Show your live agent-readiness score on your own site. Free, no auth — it updates as your score changes.

Prowl agent-readiness badge
<a href="https://prowl.world/service/infermedica">
  <img src="https://prowl.world/badge/infermedica.svg" height="56" alt="Agent-readiness on Prowl">
</a>

Options: ?style=light|dark · ?size=sm|md · ?variant=certified (claimed + DNS-verified only) · badge generator with preview

Want the full interactive view?

See operational metrics, LLM evaluations, agent readiness, and more.

Open in Dashboard