82
/100
prowl
Benchmarked Apr 06, 2026

URLhaus

Bulk queries and Download Malware Samples

saas platform_profile
Benchmark Your API

Score Breakdown

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

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
Looking at URLhaus, this is a cybersecurity threat intelligence platform operated by abuse.ch, a well-established organization in the threat intelligence community.

```json
{
  "service_type": "platform",
  "base_url": "https://urlhaus-api.abuse.ch",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {
    "type": "free",
    "details": {
      "description": "Free threat intelligence service operated by abuse.ch",
      "likely_funding": "community-supported"
    }
  },
  "rate_limits": {
    "likely_present": true,
    "details": "Typical rate limiting expected for free threat intelligence APIs"
  },
  "capabilities": [
    "malware_url_tracking",
    "malware_sample_distribution", 
    "bulk_threat_queries",
    "threat_intelligence_feeds",
    "url_reputation_lookup",
    "malware_family_classification",
    "ioc_feeds",
    "historical_threat_data",
    "security_research_tools"
  ],
  "raw_analysis": "URLhaus is a mature threat intelligence platform operated by abuse.ch, focusing specifically on tracking malicious URLs and providing access to malware samples. The platform serves the cybersecurity research community, SOC analysts, threat hunters, and security vendors who need access to current and historical threat data. As indicated by the subdomain structure and description mentioning 'bulk queries', this platform likely offers both web interface and API access for programmatic integration. The service appears to follow abuse.ch's typical model of providing free, community-supported threat intelligence resources. Target users include security researchers analyzing malware campaigns, threat hunters building detection rules, cybersecurity vendors enriching their platforms, and academic researchers studying malware trends. The platform's maturity is evidenced by abuse.ch's long-standing reputation in the cybersecurity community and their track record of maintaining reliable threat intelligence services. Integration capabilities likely include feeds for SIEM platforms, threat intelligence platforms, and custom security tooling."
}
```
Execute

2/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200476ms
robots_txtGET /robots.txt200128ms
llms_txtGET /llms.txt404127ms
Interpret
{"multi_model": true, "models_used": ["openai", "claude_cli"], "model_scores": {"GPT-4o": {"overall": 77, "dimensions": {"token_efficiency": 8.5, "first_try_success": 7.5, "response_parseability": 9.0, "error_clarity": 6.5, "doc_quality": 7.5, "auth_simplicity": 8.0, "latency": 8.0, "consistency": 8.0}}, "Claude CLI": {"overall": 85, "dimensions": {"token_efficiency": 9.0, "first_try_success": 8.5, "response_parseability": 10.0, "error_clarity": 6.0, "doc_quality": 6.5, "auth_simplicity": 10.0, "latency": 10.0, "consistency": 8.0}}}, "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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