Arize

```json
{
  "service_type": "platform",
  "base_url": "https://arize.com",
  "auth_method": "oauth2",
  "auth_config": {
    "supports_api_key": true,
    "supports_oauth2": true,
    "has_sdk": true
  },
  "endpoints": [
    {
      "path": "/api/v1/traces",
      "method": "POST",
      "description": "Submit trace data for observability"
    },
    {
      "path": "/api/v1/evaluations",
      "method": "POST", 
      "description": "Run evaluations on AI outputs"
    },
    {
      "path": "/api/v1/experiments",
      "method": "POST",
      "description": "Create and manage experiments"
    },
    {
      "path": "/api/v1/datasets",
      "method": "GET",
      "description": "Retrieve datasets for testing"
    }
  ],
  "pricing_model": {
    "type": "freemium",
    "details": {
      "free_tier": "Phoenix open-source version",
      "paid_tier": "Arize AX enterprise SaaS",
      "enterprise_features": ["HIPAA compliance", "SOC2", "dedicated support", "longer data retention"]
    }
  },
  "rate_limits": {
    "unknown": true,
    "note": "Enterprise platform likely has usage-based limits"
  },
  "capabilities": [
    "LLM observability",
    "Agent tracing and evaluation",
    "Prompt engineering and optimization",
    "Experiment management",
    "Dataset curation",
    "Production monitoring",
    "AI-powered assistant (Alyx)",
    "CI/CD integration",
    "Compliance (HIPAA, SOC2)",
    "Custom evaluators",
    "Prompt playground",
    "Session-level analysis",
    "Real-time ingestion",
    "Multi-model support",
    "Open-source option (Phoenix)"
  ],
  "raw_analysis": "Arize is a comprehensive AI engineering platform specializing in LLM observability and agent evaluation. The platform offers two tiers: Phoenix (open-source) for developers and small teams, and Arize AX (enterprise SaaS) for production-scale deployments. Core capabilities include agent tracing, LLM evaluation, prompt management, and experiment orchestration. The platform features Alyx, an AI assistant that adapts to different contexts (trace analysis, prompt playground, eval building). Arize targets AI engineers and product managers building production AI applications, offering tools for the entire AI development lifecycle from experimentation to production monitoring. The platform emphasizes enterprise readiness with compliance certifications, dedicated support, and purpose-built infrastructure (Arize Database) optimized for AI workloads. Integration capabilities include REST APIs, SDKs, and CI/CD pipeline support for automated testing workflows."
}
```

3/3 tests passed

{"multi_model": true, "models_used": ["openai", "claude_cli"], "model_scores": {"GPT-4o": {"overall": 82, "dimensions": {"token_efficiency": 8.5, "first_try_success": 7.5, "response_parseability": 9.0, "error_clarity": 8.0, "doc_quality": 8.5, "auth_simplicity": 6.5, "latency": 9.0, "consistency": 8.5}}, "Claude CLI": {"overall": 85, "dimensions": {"token_efficiency": 8.5, "first_try_success": 8.0, "response_parseability": 9.0, "error_clarity": 7.5, "doc_quality": 8.0, "auth_simplicity": 7.5, "latency": 9.5, "consistency": 8.5}}}, "averaged": true}