76
/100
prowl
Benchmarked Apr 06, 2026

Agify.io

Estimates the age from a first name

saas platform_profile
Benchmark Your API

Score Breakdown

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

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
```json
{
  "service_type": "api",
  "base_url": "https://api.agify.io",
  "auth_method": "api_key",
  "auth_config": {
    "required_for_free_tier": false,
    "free_quota": "100 names/day",
    "paid_tiers_require_key": true
  },
  "endpoints": [
    {
      "path": "/",
      "method": "GET",
      "description": "Predict age from name",
      "parameters": ["name", "country_id (optional)"]
    }
  ],
  "pricing_model": {
    "type": "freemium",
    "details": {
      "free": "100 names/day",
      "basic": "$20/month - 25,000 names",
      "standard": "$60/month - 250,000 names",
      "plus": "$180/month - 2,500,000 names",
      "premium": "$540/month - 25,000,000 names"
    }
  },
  "rate_limits": {
    "free": "100 names/day",
    "paid": "based on subscription tier"
  },
  "capabilities": [
    "age prediction from first names",
    "country-scoped predictions (240+ countries)",
    "batch processing (up to 10 names per request)",
    "demographic analysis data",
    "CSV upload tool",
    "no-code integrations"
  ],
  "raw_analysis": "Agify.io is actually a well-documented REST API service, not a platform without APIs. It provides age prediction from first names using a dataset of 908+ million records across 240+ countries. The service offers a clear freemium model with generous free tier (100 names/day) and multiple paid tiers. It's part of a suite of three demographic APIs (age, gender, nationality prediction) by Demografix ApS. The API includes country scoping, batch processing, and extensive tooling including CSV upload and no-code integrations. This should be analyzed as an API service rather than a platform, as it has clear REST endpoints, authentication patterns, and is designed for programmatic access."
}
```
Execute

1/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /422274ms
robots_txtGET /robots.txt20041ms
llms_txtGET /llms.txt40440ms
Interpret
{"multi_model": true, "models_used": ["openai", "claude_cli"], "model_scores": {"GPT-4o": {"overall": 74, "dimensions": {"token_efficiency": 9.0, "first_try_success": 7.0, "response_parseability": 9.0, "error_clarity": 6.0, "doc_quality": 5.0, "auth_simplicity": 7.0, "latency": 9.0, "consistency": 7.0}}, "Claude CLI": {"overall": 72, "dimensions": {"token_efficiency": 8.5, "first_try_success": 7.0, "response_parseability": 8.0, "error_clarity": 7.0, "doc_quality": 6.0, "auth_simplicity": 7.5, "latency": 9.5, "consistency": 7.0}}}, "averaged": true}

Agent Readiness

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

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