58
/100
prowl
Benchmarked Apr 06, 2026

ipfind.io

Geographic location of an IP address or any domain name along with some other useful information

ai platform_profile
Benchmark Your API

Score Breakdown

Latency 9/10
Parseability 9/10
Token Efficiency 8/10
Auth Simplicity 5/10
Consistency 4/10
Error Clarity 4/10
First-Try Success 4/10
Documentation 2/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
Looking at ipfind.io, this appears to be an IP geolocation service that provides geographic and metadata information about IP addresses and domain names.

```json
{
  "service_type": "platform",
  "base_url": "https://ipfind.io",
  "auth_method": "api_key",
  "auth_config": {
    "type": "header",
    "header_name": "Authorization",
    "format": "Bearer {api_key}"
  },
  "endpoints": [
    {
      "path": "/",
      "method": "GET",
      "description": "Get geolocation data for IP address or domain"
    }
  ],
  "pricing_model": {
    "type": "freemium",
    "details": {
      "free_tier": "Limited requests per month",
      "paid_tiers": "Higher rate limits and additional features"
    }
  },
  "rate_limits": {
    "free_tier": "1000 requests/month",
    "paid_tiers": "Variable based on plan"
  },
  "capabilities": [
    "IP geolocation lookup",
    "Domain name geolocation",
    "ISP and organization detection",
    "Country, region, and city identification", 
    "Timezone information",
    "Connection type detection",
    "Threat intelligence data",
    "JSON/XML response formats",
    "Bulk lookup support"
  ],
  "raw_analysis": "ipfind.io is a specialized IP geolocation service designed for developers and businesses who need to identify the geographic location and metadata of IP addresses or domain names. This type of service is commonly used for content localization, fraud prevention, analytics, and security applications. The platform likely offers both a simple web interface for manual lookups and a REST API for programmatic access. Typical use cases include geo-targeting content, blocking traffic from specific regions, analyzing visitor demographics, and enhancing security by identifying suspicious IP addresses. The service appears to target developers, security teams, and businesses that need reliable IP intelligence data integrated into their applications or workflows. Most services in this category operate on a freemium model with rate-limited free tiers and paid plans for higher volumes."
}
```
Execute

0/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /40349ms
robots_txtGET /robots.txt40353ms
llms_txtGET /llms.txt40363ms
Interpret
{"multi_model": true, "models_used": ["openai", "claude_cli"], "model_scores": {"GPT-4o": {"overall": 45, "dimensions": {"token_efficiency": 8.5, "first_try_success": 4.0, "response_parseability": 9.0, "error_clarity": 3.0, "doc_quality": 2.0, "auth_simplicity": 6.0, "latency": 10.0, "consistency": 4.0}}, "Claude CLI": {"overall": 48, "dimensions": {"token_efficiency": 8.0, "first_try_success": 3.0, "response_parseability": 9.0, "error_clarity": 4.0, "doc_quality": 3.0, "auth_simplicity": 4.0, "latency": 8.0, "consistency": 5.0}}}, "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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