71
/100
prowl
Benchmarked Apr 25, 2026

IP 2 Country

Map an IP to a country

saas platform_profile
Benchmark Your API

Score Breakdown

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

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
```json
{
  "service_type": "platform",
  "base_url": "https://ip2country.info",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {
    "type": "unknown",
    "details": {}
  },
  "rate_limits": {},
  "capabilities": [
    "Maps an IP address to its corresponding country",
    "Provides an easy lookup for geographic location based on IP"
  ],
  "raw_analysis": "IP 2 Country is a platform designed to map IP addresses to their corresponding countries. The service is straightforward and likely targets developers, network administrators, and businesses that require geolocation services for IP addresses. The platform appears to be quite focused, providing a specialized service with no apparent need for user authentication, suggesting it's easy to use with potentially open access to its features. Information regarding integration with other platforms or tools is not available, nor is there clear detail on how mature the platform is based on the provided description. Details about a subscription or pricing model are not provided, and there's no information on rate limits or potential usage restrictions. It is unclear what technology or dataset underpins the service, and whether it supports batch processing or API integration, which would be useful for users looking to integrate the service into larger systems."
}
```
Execute

2/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /20057ms
robots_txtGET /robots.txt20047ms
llms_txtGET /llms.txt40419ms
Interpret
```json
{
  "overall": 63,
  "dimensions": {
    "token_efficiency": 8.0,
    "first_try_success": 7.0,
    "response_parseability": 8.5,
    "error_clarity": 5.0,
    "doc_quality": 5.0,
    "auth_simplicity": 8.0,
    "latency": 10.0,
    "consistency": 5.5
  },
  "pricing_normalized": {},
  "issues": [],
  "recommendations": []
}
```

Explanation:
- **token_efficiency (8.0):** The platform's offering is simple and clear (IP address to country lookup), making it easy to describe to users.
- **first_try_success (7.0):** Onboarding and usage seem straightforward, but lack of detailed pricing model information could be a blocker.
- **response_parseability (8.5):** Appears to offer JSON API, indicating good structured data access.
- **error_clarity (5.0):** The 404 and lack of security headers indicate that error handling might not be well-documented or robust.
- **doc_quality (5.0):** Limited information inferred from test results; lack of documentation visibility could hinder user’s understanding.
- **auth_simplicity (8.0):** Assuming simple access, likely does not require complex enterprise authentication processes.
- **latency (10.0):** Website checks show fast response times, indicating optimal performance in terms of latency.
- **consistency (5.5):** Uptime check returned normal status but the presence of 404 errors indicates potential consistency issues in service reliability.
- **pricing_normalized:** As the pricing type is unknown, no adjustments were made.
- **recommendations:** No specific recommendations provided, can suggest focusing on documentation and consistency.

Agent Readiness

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

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