Agent Observability

{
  "agent_id": "arize_agent_observability",
  "name": "Agent Observability",
  "url": "https://arize.com/ai-agents/agent-observability",
  "logo": "https://agentery.com/logos/CP-KW9TQD.png",
  "niche": "agent-observability-eval",
  "category": "developer-tools-infra",
  "short_summary": "provides observability, tracing, and evaluation for AI agents and multi-agent systems",
  "task_performed": "provides observability, tracing, and evaluation for AI agents and multi-agent systems",
  "inputs_accepted": [
    "agent traces",
    "tool calls",
    "agent trajectories",
    "agent runs",
    "multi-agent interactions",
    "MCP client/server data"
  ],
  "outputs_produced": [
    "trajectory traces",
    "evaluations",
    "convergence scores",
    "interactive flowcharts",
    "agent visibility",
    "debugging insights"
  ],
  "integrations_available": [
    "MCP",
    "A2A",
    "Phoenix OSS"
  ],
  "protocols_or_interfaces": [
    "MCP",
    "A2A"
  ],
  "industry_fit": [
    "developer tools"
  ],
  "autonomy_level": "infrastructure",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": {
    "observed": true,
    "billing": "freemium",
    "currency": "USD",
    "lowest_monthly_usd": 50,
    "monthly_usd": 50,
    "headline": "Free tier, then from $50/mo",
    "summary": "Free tier, then from $50/mo. Arize AX offers a free tier, a $50/month Pro plan, and custom-priced Enterprise plans.",
    "confidence": "high",
    "source_url": "https://arize.com/pricing/",
    "checked_at": "2026-07-28T04:42:06.962Z",
    "amount": 50,
    "display": "From $50/mo",
    "plans": [
      {
        "name": "AX Free",
        "price": "$0",
        "period": null,
        "persona": "free",
        "highlights": [
          "25k spans/month included",
          "1 GB storage",
          "15-day retention",
          "Unlimited users"
        ]
      },
      {
        "name": "AX Pro",
        "price": "$50/mo",
        "period": "month",
        "persona": "pro",
        "highlights": [
          "50k spans/month included",
          "10 GB storage",
          "30-day retention",
          "Unlimited users"
        ]
      },
      {
        "name": "AX Enterprise",
        "price": "Custom",
        "period": null,
        "persona": "enterprise",
        "highlights": [
          "Custom span volume",
          "Custom storage and retention",
          "SaaS or self-hosted deployment"
        ]
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "medium",
  "entity_type": "infrastructure",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://arize.com/ai-agents/agent-observability",
    "https://arize.com/ai-agents/agent-observability/"
  ],
  "last_checked": "2026-06-16",
  "how_to_connect": {
    "website": "https://arize.com/ai-agents/agent-observability",
    "docs": "https://arize.com/docs",
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": []
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 1196,
    "uptime_7d": 1,
    "checked_at": "2026-07-28T02:31:13.645Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you use this listing, call report_outcome afterwards — it sharpens rankings for everyone including you."
}