{
  "slug": "arize-phoenix",
  "name": "Arize Phoenix",
  "company": "Arize AI",
  "website": "https://phoenix.arize.com/",
  "category": "platforms",
  "business_model": "free",
  "availability": "unknown",
  "launched": null,
  "tags": [
    "eval",
    "developer-tools"
  ],
  "updated": "2026-11-03",
  "sources": [
    {
      "title": "Arize Phoenix — official product",
      "url": "https://phoenix.arize.com/"
    },
    {
      "title": "Arize Phoenix — official documentation and terms",
      "url": "https://arize.com/docs/phoenix"
    },
    {
      "title": "Arize Phoenix — official documentation and terms",
      "url": "https://arize.com/phoenix"
    }
  ],
  "selection": {
    "tasks": [
      "data-analysis"
    ],
    "form_factor": "web-app",
    "platforms": [
      "web"
    ],
    "deployment": [
      "self-hosted"
    ],
    "offline": "unknown",
    "regions": [
      "unknown"
    ],
    "api": "unknown",
    "license": "unknown",
    "commercial_use": "unknown",
    "languages": [
      "unknown"
    ],
    "billing": {
      "models": [
        "free"
      ],
      "free_allowance": "yes",
      "requires_subscription": "no"
    }
  },
  "selection_evidence": {
    "tasks": {
      "status": "editorial_inference",
      "note": "Editorial classification of the documented features; not a product-performance test."
    },
    "form_factor": {
      "status": "editorial_inference",
      "note": "Editorial classification of the documented features; not a product-performance test."
    },
    "platforms": {
      "status": "editorial_inference",
      "note": "Editorial classification of the documented features; not a product-performance test."
    },
    "deployment": {
      "status": "editorial_inference",
      "note": "Editorial classification of the documented features; not a product-performance test."
    },
    "offline": {
      "status": "unknown",
      "note": "This product-specific field was not established in this entry’s source review."
    },
    "regions": {
      "status": "unknown",
      "note": "This product-specific field was not established in this entry’s source review."
    },
    "api": {
      "status": "unknown",
      "note": "This product-specific field was not established in this entry’s source review."
    },
    "license": {
      "status": "unknown",
      "note": "This product-specific field was not established in this entry’s source review."
    },
    "commercial_use": {
      "status": "unknown",
      "note": "This product-specific field was not established in this entry’s source review."
    },
    "languages": {
      "status": "unknown",
      "note": "This product-specific field was not established in this entry’s source review."
    },
    "billing": {
      "status": "editorial_inference",
      "note": "Editorial classification of the documented features; not a product-performance test."
    }
  },
  "facts": [
    {
      "id": "arize-phoenix.capability.primary",
      "field": "capability",
      "value": "OpenTelemetry traces for LLM and agent steps",
      "status": "verified",
      "evidence_type": "official_page",
      "checked": "2026-11-03",
      "sources": [
        "https://arize.com/docs/phoenix"
      ]
    }
  ],
  "docs_url": "https://arize.com/docs/phoenix",
  "pricing_url": "https://arize.com/phoenix",
  "description": "Source-available AI observability project for tracing model calls, retrieval and tool execution.",
  "overview": "Typical uses include Investigation of agent failures; Regression evaluation of AI applications. Documented capabilities: OpenTelemetry traces for LLM and agent steps; Evaluation of outputs and retrieval quality; Inspection of datasets, prompts and experiments.",
  "features": [
    "OpenTelemetry traces for LLM and agent steps",
    "Evaluation of outputs and retrieval quality",
    "Inspection of datasets, prompts and experiments"
  ],
  "use_cases": [
    "Investigation of agent failures",
    "Regression evaluation of AI applications"
  ],
  "pricing_notes": "Phoenix can be run on your infrastructure under Elastic License 2.0; its source availability is not an unrestricted open-source license. Infrastructure and evaluator-model costs are separate, and managed Arize offerings have separate commercial terms.",
  "faq": [
    {
      "q": "Where does Arize Phoenix fit in a workflow?",
      "a": "Source-available AI observability project for tracing model calls, retrieval and tool execution. OpenTelemetry traces for LLM and agent steps."
    },
    {
      "q": "What costs and limits should I compare before choosing Arize Phoenix?",
      "a": "Phoenix can be run on your infrastructure under Elastic License 2.0; its source availability is not an unrestricted open-source license. Infrastructure and evaluator-model costs are separate, and managed Arize offerings have separate commercial terms."
    }
  ],
  "i18n": {
    "zh": {
      "description": "用于追踪模型调用、检索及工具执行的源码可用AI可观测性项目。",
      "overview": "典型用途包括智能体失败原因分析、AI应用回归评估。文档列明的能力包括：LLM和智能体步骤的OpenTelemetry追踪；输出及检索质量评估；数据集、提示词和实验检查。",
      "features": [
        "LLM和智能体步骤的OpenTelemetry追踪",
        "输出及检索质量评估",
        "数据集、提示词和实验检查"
      ],
      "use_cases": [
        "智能体失败原因分析",
        "AI应用回归评估"
      ],
      "pricing_notes": "Phoenix可依据Elastic License 2.0在自有基础设施运行，源码可用不等于无限制开源许可。基础设施和评估模型费用另计，Arize托管产品有独立商业条款。",
      "faq": [
        {
          "q": "Arize Phoenix适合工作流中的哪个环节？",
          "a": "用于追踪模型调用、检索及工具执行的源码可用AI可观测性项目。 LLM和智能体步骤的OpenTelemetry追踪."
        },
        {
          "q": "选择Arize Phoenix前应比较哪些费用和限制？",
          "a": "Phoenix可依据Elastic License 2.0在自有基础设施运行，源码可用不等于无限制开源许可。基础设施和评估模型费用另计，Arize托管产品有独立商业条款。"
        }
      ],
      "selection_evidence": {
        "tasks": {
          "note": "依据所记录功能作出的编辑归类，非产品性能实测。"
        },
        "form_factor": {
          "note": "依据所记录功能作出的编辑归类，非产品性能实测。"
        },
        "platforms": {
          "note": "依据所记录功能作出的编辑归类，非产品性能实测。"
        },
        "deployment": {
          "note": "依据所记录功能作出的编辑归类，非产品性能实测。"
        },
        "offline": {
          "note": "本条目的来源核查尚未确认这一产品字段。"
        },
        "regions": {
          "note": "本条目的来源核查尚未确认这一产品字段。"
        },
        "api": {
          "note": "本条目的来源核查尚未确认这一产品字段。"
        },
        "license": {
          "note": "本条目的来源核查尚未确认这一产品字段。"
        },
        "commercial_use": {
          "note": "本条目的来源核查尚未确认这一产品字段。"
        },
        "languages": {
          "note": "本条目的来源核查尚未确认这一产品字段。"
        },
        "billing": {
          "note": "依据所记录功能作出的编辑归类，非产品性能实测。"
        }
      },
      "facts": {
        "arize-phoenix.capability.primary": {
          "value": "LLM和智能体步骤的OpenTelemetry追踪"
        }
      }
    },
    "es": {
      "description": "Proyecto de observabilidad con código disponible para modelos, recuperación y herramientas.",
      "overview": "Usos habituales: Investigación de fallos de agentes; Evaluación de regresiones en aplicaciones de IA. Funciones documentadas: Trazas OpenTelemetry de pasos LLM y agentes; Evaluación de salidas y calidad de recuperación; Inspección de datasets, prompts y experimentos.",
      "features": [
        "Trazas OpenTelemetry de pasos LLM y agentes",
        "Evaluación de salidas y calidad de recuperación",
        "Inspección de datasets, prompts y experimentos"
      ],
      "use_cases": [
        "Investigación de fallos de agentes",
        "Evaluación de regresiones en aplicaciones de IA"
      ],
      "pricing_notes": "Phoenix puede ejecutarse en infraestructura propia bajo Elastic License 2.0; código visible no equivale a licencia abierta sin restricciones. Infraestructura, modelos evaluadores y ofertas gestionadas de Arize tienen costes o condiciones separados.",
      "faq": [
        {
          "q": "¿En qué parte del flujo encaja Arize Phoenix?",
          "a": "Proyecto de observabilidad con código disponible para modelos, recuperación y herramientas. Trazas OpenTelemetry de pasos LLM y agentes."
        },
        {
          "q": "¿Qué costes y límites debo comparar antes de elegir Arize Phoenix?",
          "a": "Phoenix puede ejecutarse en infraestructura propia bajo Elastic License 2.0; código visible no equivale a licencia abierta sin restricciones. Infraestructura, modelos evaluadores y ofertas gestionadas de Arize tienen costes o condiciones separados."
        }
      ],
      "selection_evidence": {
        "tasks": {
          "note": "Clasificación editorial de las funciones documentadas; no es una prueba de rendimiento."
        },
        "form_factor": {
          "note": "Clasificación editorial de las funciones documentadas; no es una prueba de rendimiento."
        },
        "platforms": {
          "note": "Clasificación editorial de las funciones documentadas; no es una prueba de rendimiento."
        },
        "deployment": {
          "note": "Clasificación editorial de las funciones documentadas; no es una prueba de rendimiento."
        },
        "offline": {
          "note": "La revisión de fuentes de esta entrada no estableció este dato del producto."
        },
        "regions": {
          "note": "La revisión de fuentes de esta entrada no estableció este dato del producto."
        },
        "api": {
          "note": "La revisión de fuentes de esta entrada no estableció este dato del producto."
        },
        "license": {
          "note": "La revisión de fuentes de esta entrada no estableció este dato del producto."
        },
        "commercial_use": {
          "note": "La revisión de fuentes de esta entrada no estableció este dato del producto."
        },
        "languages": {
          "note": "La revisión de fuentes de esta entrada no estableció este dato del producto."
        },
        "billing": {
          "note": "Clasificación editorial de las funciones documentadas; no es una prueba de rendimiento."
        }
      },
      "facts": {
        "arize-phoenix.capability.primary": {
          "value": "Trazas OpenTelemetry de pasos LLM y agentes"
        }
      }
    },
    "fr": {
      "description": "Projet à code disponible pour observer modèles, recherche et outils.",
      "overview": "Usages courants : Analyse des échecs d’agents; Évaluation des régressions d’applications IA. Fonctions documentées : Traces OpenTelemetry des étapes LLM et agents; Évaluation des sorties et de la recherche; Inspection des données, prompts et expériences.",
      "features": [
        "Traces OpenTelemetry des étapes LLM et agents",
        "Évaluation des sorties et de la recherche",
        "Inspection des données, prompts et expériences"
      ],
      "use_cases": [
        "Analyse des échecs d’agents",
        "Évaluation des régressions d’applications IA"
      ],
      "pricing_notes": "Phoenix fonctionne sur votre infrastructure sous Elastic License 2.0 ; l’accès au code n’est pas une licence open source sans restrictions. Infrastructure, modèles d’évaluation et offres Arize gérées sont distincts.",
      "faq": [
        {
          "q": "Quelle place occupe Arize Phoenix dans un parcours de travail ?",
          "a": "Projet à code disponible pour observer modèles, recherche et outils. Traces OpenTelemetry des étapes LLM et agents."
        },
        {
          "q": "Quels coûts et limites comparer avant de choisir Arize Phoenix ?",
          "a": "Phoenix fonctionne sur votre infrastructure sous Elastic License 2.0 ; l’accès au code n’est pas une licence open source sans restrictions. Infrastructure, modèles d’évaluation et offres Arize gérées sont distincts."
        }
      ],
      "selection_evidence": {
        "tasks": {
          "note": "Classement éditorial des fonctions documentées ; aucun test de performance."
        },
        "form_factor": {
          "note": "Classement éditorial des fonctions documentées ; aucun test de performance."
        },
        "platforms": {
          "note": "Classement éditorial des fonctions documentées ; aucun test de performance."
        },
        "deployment": {
          "note": "Classement éditorial des fonctions documentées ; aucun test de performance."
        },
        "offline": {
          "note": "L’examen des sources de cette fiche n’a pas établi ce point du produit."
        },
        "regions": {
          "note": "L’examen des sources de cette fiche n’a pas établi ce point du produit."
        },
        "api": {
          "note": "L’examen des sources de cette fiche n’a pas établi ce point du produit."
        },
        "license": {
          "note": "L’examen des sources de cette fiche n’a pas établi ce point du produit."
        },
        "commercial_use": {
          "note": "L’examen des sources de cette fiche n’a pas établi ce point du produit."
        },
        "languages": {
          "note": "L’examen des sources de cette fiche n’a pas établi ce point du produit."
        },
        "billing": {
          "note": "Classement éditorial des fonctions documentées ; aucun test de performance."
        }
      },
      "facts": {
        "arize-phoenix.capability.primary": {
          "value": "Traces OpenTelemetry des étapes LLM et agents"
        }
      }
    },
    "ja": {
      "description": "モデル呼出、検索、ツール実行を追跡するソース公開型AI観測プロジェクト。",
      "overview": "主な用途はエージェント障害の調査、AIアプリの回帰評価です。資料に記載された機能：LLMとエージェント手順のOpenTelemetryトレース；出力と検索品質の評価；データセット、プロンプト、実験の調査。",
      "features": [
        "LLMとエージェント手順のOpenTelemetryトレース",
        "出力と検索品質の評価",
        "データセット、プロンプト、実験の調査"
      ],
      "use_cases": [
        "エージェント障害の調査",
        "AIアプリの回帰評価"
      ],
      "pricing_notes": "PhoenixはElastic License 2.0で自前基盤に導入できます。ソース公開は無制限のオープンソース許諾ではありません。基盤と評価モデル費用、Arizeの管理型製品の条件は別です。",
      "faq": [
        {
          "q": "Arize Phoenixはワークフローのどの部分に向いていますか？",
          "a": "モデル呼出、検索、ツール実行を追跡するソース公開型AI観測プロジェクト。 LLMとエージェント手順のOpenTelemetryトレース."
        },
        {
          "q": "Arize Phoenixを選ぶ前に比較すべき費用や制限は何ですか？",
          "a": "PhoenixはElastic License 2.0で自前基盤に導入できます。ソース公開は無制限のオープンソース許諾ではありません。基盤と評価モデル費用、Arizeの管理型製品の条件は別です。"
        }
      ],
      "selection_evidence": {
        "tasks": {
          "note": "記録された機能に基づく編集上の分類であり、性能の実測ではありません。"
        },
        "form_factor": {
          "note": "記録された機能に基づく編集上の分類であり、性能の実測ではありません。"
        },
        "platforms": {
          "note": "記録された機能に基づく編集上の分類であり、性能の実測ではありません。"
        },
        "deployment": {
          "note": "記録された機能に基づく編集上の分類であり、性能の実測ではありません。"
        },
        "offline": {
          "note": "この項目の資料確認では、この製品固有の情報は未確認です。"
        },
        "regions": {
          "note": "この項目の資料確認では、この製品固有の情報は未確認です。"
        },
        "api": {
          "note": "この項目の資料確認では、この製品固有の情報は未確認です。"
        },
        "license": {
          "note": "この項目の資料確認では、この製品固有の情報は未確認です。"
        },
        "commercial_use": {
          "note": "この項目の資料確認では、この製品固有の情報は未確認です。"
        },
        "languages": {
          "note": "この項目の資料確認では、この製品固有の情報は未確認です。"
        },
        "billing": {
          "note": "記録された機能に基づく編集上の分類であり、性能の実測ではありません。"
        }
      },
      "facts": {
        "arize-phoenix.capability.primary": {
          "value": "LLMとエージェント手順のOpenTelemetryトレース"
        }
      }
    },
    "de": {
      "description": "Quelloffen einsehbares KI-Beobachtungsprojekt für Modellaufrufe, Retrieval und Tools.",
      "overview": "Typische Anwendungen: Analyse von Agentenfehlern; Regressionsevaluation von KI-Anwendungen. Dokumentierte Funktionen: OpenTelemetry-Spuren für LLM- und Agentenschritte; Bewertung von Ausgaben und Retrieval-Qualität; Untersuchung von Datensätzen, Prompts und Experimenten.",
      "features": [
        "OpenTelemetry-Spuren für LLM- und Agentenschritte",
        "Bewertung von Ausgaben und Retrieval-Qualität",
        "Untersuchung von Datensätzen, Prompts und Experimenten"
      ],
      "use_cases": [
        "Analyse von Agentenfehlern",
        "Regressionsevaluation von KI-Anwendungen"
      ],
      "pricing_notes": "Phoenix läuft auf eigener Infrastruktur unter Elastic License 2.0; einsehbarer Quellcode bedeutet keine uneingeschränkte Open-Source-Lizenz. Infrastruktur, Evaluationsmodelle und verwaltete Arize-Angebote sind getrennt.",
      "faq": [
        {
          "q": "Wo passt Arize Phoenix in den Arbeitsablauf?",
          "a": "Quelloffen einsehbares KI-Beobachtungsprojekt für Modellaufrufe, Retrieval und Tools. OpenTelemetry-Spuren für LLM- und Agentenschritte."
        },
        {
          "q": "Welche Kosten und Limits sollte ich vor der Wahl von Arize Phoenix vergleichen?",
          "a": "Phoenix läuft auf eigener Infrastruktur unter Elastic License 2.0; einsehbarer Quellcode bedeutet keine uneingeschränkte Open-Source-Lizenz. Infrastruktur, Evaluationsmodelle und verwaltete Arize-Angebote sind getrennt."
        }
      ],
      "selection_evidence": {
        "tasks": {
          "note": "Redaktionelle Einordnung dokumentierter Funktionen; kein Leistungstest."
        },
        "form_factor": {
          "note": "Redaktionelle Einordnung dokumentierter Funktionen; kein Leistungstest."
        },
        "platforms": {
          "note": "Redaktionelle Einordnung dokumentierter Funktionen; kein Leistungstest."
        },
        "deployment": {
          "note": "Redaktionelle Einordnung dokumentierter Funktionen; kein Leistungstest."
        },
        "offline": {
          "note": "Die Quellenprüfung dieses Eintrags hat dieses Produktfeld nicht belegt."
        },
        "regions": {
          "note": "Die Quellenprüfung dieses Eintrags hat dieses Produktfeld nicht belegt."
        },
        "api": {
          "note": "Die Quellenprüfung dieses Eintrags hat dieses Produktfeld nicht belegt."
        },
        "license": {
          "note": "Die Quellenprüfung dieses Eintrags hat dieses Produktfeld nicht belegt."
        },
        "commercial_use": {
          "note": "Die Quellenprüfung dieses Eintrags hat dieses Produktfeld nicht belegt."
        },
        "languages": {
          "note": "Die Quellenprüfung dieses Eintrags hat dieses Produktfeld nicht belegt."
        },
        "billing": {
          "note": "Redaktionelle Einordnung dokumentierter Funktionen; kein Leistungstest."
        }
      },
      "facts": {
        "arize-phoenix.capability.primary": {
          "value": "OpenTelemetry-Spuren für LLM- und Agentenschritte"
        }
      }
    },
    "pt": {
      "description": "Projeto de observabilidade com código disponível para modelos, recuperação e ferramentas.",
      "overview": "Usos comuns: Investigação de falhas de agentes; Avaliação de regressões em aplicações de IA. Recursos documentados: Rastros OpenTelemetry de etapas LLM e agentes; Avaliação de saídas e qualidade de recuperação; Inspeção de datasets, prompts e experimentos.",
      "features": [
        "Rastros OpenTelemetry de etapas LLM e agentes",
        "Avaliação de saídas e qualidade de recuperação",
        "Inspeção de datasets, prompts e experimentos"
      ],
      "use_cases": [
        "Investigação de falhas de agentes",
        "Avaliação de regressões em aplicações de IA"
      ],
      "pricing_notes": "Phoenix pode rodar em infraestrutura própria sob Elastic License 2.0; código disponível não é licença aberta sem restrições. Infraestrutura, modelos avaliadores e ofertas gerenciadas da Arize são separados.",
      "faq": [
        {
          "q": "Em que parte do fluxo Arize Phoenix se encaixa?",
          "a": "Projeto de observabilidade com código disponível para modelos, recuperação e ferramentas. Rastros OpenTelemetry de etapas LLM e agentes."
        },
        {
          "q": "Quais custos e limites comparar antes de escolher Arize Phoenix?",
          "a": "Phoenix pode rodar em infraestrutura própria sob Elastic License 2.0; código disponível não é licença aberta sem restrições. Infraestrutura, modelos avaliadores e ofertas gerenciadas da Arize são separados."
        }
      ],
      "selection_evidence": {
        "tasks": {
          "note": "Classificação editorial dos recursos documentados; não é um teste de desempenho."
        },
        "form_factor": {
          "note": "Classificação editorial dos recursos documentados; não é um teste de desempenho."
        },
        "platforms": {
          "note": "Classificação editorial dos recursos documentados; não é um teste de desempenho."
        },
        "deployment": {
          "note": "Classificação editorial dos recursos documentados; não é um teste de desempenho."
        },
        "offline": {
          "note": "A revisão de fontes desta entrada não estabeleceu este dado do produto."
        },
        "regions": {
          "note": "A revisão de fontes desta entrada não estabeleceu este dado do produto."
        },
        "api": {
          "note": "A revisão de fontes desta entrada não estabeleceu este dado do produto."
        },
        "license": {
          "note": "A revisão de fontes desta entrada não estabeleceu este dado do produto."
        },
        "commercial_use": {
          "note": "A revisão de fontes desta entrada não estabeleceu este dado do produto."
        },
        "languages": {
          "note": "A revisão de fontes desta entrada não estabeleceu este dado do produto."
        },
        "billing": {
          "note": "Classificação editorial dos recursos documentados; não é um teste de desempenho."
        }
      },
      "facts": {
        "arize-phoenix.capability.primary": {
          "value": "Rastros OpenTelemetry de etapas LLM e agentes"
        }
      }
    },
    "ko": {
      "description": "모델 호출, 검색, 도구 실행을 추적하는 소스 공개형 AI 관측 프로젝트입니다.",
      "overview": "주요 용도는 에이전트 실패 분석; AI 앱 회귀 평가입니다. 문서에 명시된 기능: LLM 및 에이전트 단계 OpenTelemetry 추적; 출력 및 검색 품질 평가; 데이터셋, 프롬프트, 실험 검사.",
      "features": [
        "LLM 및 에이전트 단계 OpenTelemetry 추적",
        "출력 및 검색 품질 평가",
        "데이터셋, 프롬프트, 실험 검사"
      ],
      "use_cases": [
        "에이전트 실패 분석",
        "AI 앱 회귀 평가"
      ],
      "pricing_notes": "Phoenix는 Elastic License 2.0에 따라 자체 인프라에서 실행할 수 있습니다. 소스 공개는 무제한 오픈 소스 라이선스가 아닙니다. 인프라, 평가 모델, Arize 관리형 제품 조건은 별도입니다.",
      "faq": [
        {
          "q": "Arize Phoenix은(는) 워크플로의 어느 단계에 적합한가요?",
          "a": "모델 호출, 검색, 도구 실행을 추적하는 소스 공개형 AI 관측 프로젝트입니다. LLM 및 에이전트 단계 OpenTelemetry 추적."
        },
        {
          "q": "Arize Phoenix 선택 전에 어떤 비용과 제한을 비교해야 하나요?",
          "a": "Phoenix는 Elastic License 2.0에 따라 자체 인프라에서 실행할 수 있습니다. 소스 공개는 무제한 오픈 소스 라이선스가 아닙니다. 인프라, 평가 모델, Arize 관리형 제품 조건은 별도입니다."
        }
      ],
      "selection_evidence": {
        "tasks": {
          "note": "문서화된 기능에 따른 편집상 분류이며 성능 실측이 아닙니다."
        },
        "form_factor": {
          "note": "문서화된 기능에 따른 편집상 분류이며 성능 실측이 아닙니다."
        },
        "platforms": {
          "note": "문서화된 기능에 따른 편집상 분류이며 성능 실측이 아닙니다."
        },
        "deployment": {
          "note": "문서화된 기능에 따른 편집상 분류이며 성능 실측이 아닙니다."
        },
        "offline": {
          "note": "이 항목의 출처 검토에서 해당 제품 정보를 확인하지 못했습니다."
        },
        "regions": {
          "note": "이 항목의 출처 검토에서 해당 제품 정보를 확인하지 못했습니다."
        },
        "api": {
          "note": "이 항목의 출처 검토에서 해당 제품 정보를 확인하지 못했습니다."
        },
        "license": {
          "note": "이 항목의 출처 검토에서 해당 제품 정보를 확인하지 못했습니다."
        },
        "commercial_use": {
          "note": "이 항목의 출처 검토에서 해당 제품 정보를 확인하지 못했습니다."
        },
        "languages": {
          "note": "이 항목의 출처 검토에서 해당 제품 정보를 확인하지 못했습니다."
        },
        "billing": {
          "note": "문서화된 기능에 따른 편집상 분류이며 성능 실측이 아닙니다."
        }
      },
      "facts": {
        "arize-phoenix.capability.primary": {
          "value": "LLM 및 에이전트 단계 OpenTelemetry 추적"
        }
      }
    }
  },
  "verification": {
    "last_checked": "2026-11-03",
    "batch": "catalog-500-20261103",
    "source_review": "Official product pages read; no product-performance test.",
    "reviewed_sources": [
      "https://arize.com/docs/phoenix",
      "https://arize.com/phoenix",
      "https://phoenix.arize.com/"
    ],
    "egress_region": "unknown",
    "owner": "technical",
    "gap_note": "Only documented product scope and supplied claims were reviewed. Fields left unknown were not established for this entry; no launch date, geographic guarantee or licence is inferred."
  },
  "url": "https://globalaiproductindex.com/products/arize-phoenix/"
}