Datadog 每月有 5,175,760 次造訪，月增率 -4.8%，定價模式為免費增值、免費試用、付費、需聯絡報價、免費。ZBrain 每月有 11,674 次造訪，成長率 -22.5%，定價模式為免費試用、付費、需聯絡報價。
為雲端規模工程團隊打造的统一可觀測性、安全與事件應變平台
| 面向／指標 |  | |
|---|---|---|
| 官方網域 | datadoghq.com | zbrain.ai |
| 定價模式 | 免費增值、免費試用、付費、需聯絡報價、免費 | 免費試用、付費、需聯絡報價 |
| 每月造訪次數 | 517.58萬 (5,175,760) | 1.17萬 (11,674) |
| 月流量變化量 | -26.36萬 (-4.8%) | -3395 (-22.5%) |
| 主要市場與市佔 | 🇺🇸 美國 (41.4%) | 🇺🇸 美國 (63.4%) |
| 每月直接造訪 | 274.58萬 | 4636 |
| 使用者評分 | 4.7 | 4.1 |
| 支援平台 | 網站 | 網站 |
為雲端規模工程團隊打造的统一可觀測性、安全與事件應變平台
agent、雲端整合與 OpenTelemetry 收集器把指標、分散式追蹤、效能剖析與日誌集中到同一平台，可在各種訊號之間直接跳轉。
Bits AI、Agent Builder 與 LLM／AI Agent 可觀測性能力，協助團隊快速研判告警、說明異常，並監控模型延遲、token 花費與 agent 呼叫鏈。
Cloud SIEM、雲端安全態勢管理、漏洞管理、工作負載防護與程式碼掃描，將威脅訊號與既有遙測資料相互關聯。
真實使用者監控、工作階段重播、產品分析、合成與行動測試，與 CI 可視性、測試最佳化、功能旗標及 DORA 指標並列提供。
為企業代理式 AI 提供統一的治理控制層
代理登記其用途、歸屬人、身分、工具、資料來源、自主層級與存取範圍，執行前需通過策略、信心度、預算、模型與稽核等關卡。
企業、職能與應用層級的策略、審批、例外與升級都能在統一稽核檢視中追溯，並可透過緊急停止開關即時中斷所有動作。
治理基於 Azure AI Foundry、AWS Bedrock、Google Vertex AI、LangGraph、Google ADK、Semantic Kernel 或 Microsoft Agent Framework 建構的代理，而無需重建。
ZBrain Analyzer、Design 與 Solution Builder 把用例從分析與技術設計推進到可上線的代理方案，治理貫穿每個階段。
專項更強由 Salesforce Data 360 與 Atlas 驅動的自主企業級 AI agent 與 CRM 智慧。
專項更強由 Salesforce Data 360 與 Atlas 驅動的自主企業級 AI agent 與 CRM 智慧。
專項更強Zapier is a no-code automation and AI orchestration platform that connects thousands of apps so you can build automated workflows, AI agents and chatbots without writing code, and govern them with enterprise-grade controls.
專項更強Zapier is a no-code automation and AI orchestration platform that connects thousands of apps so you can build automated workflows, AI agents and chatbots without writing code, and govern them with enterprise-grade controls.
專項更強Specializes in tracing and debugging production LLM applications, but does not provide general cloud infrastructure metrics or log management.
專項更強Specializes in tracing and debugging production LLM applications, but does not provide general cloud infrastructure metrics or log management.
專項更強為 AI 建置的應用與代理提供單一受治理的上市路徑
專項更強Maxim AI is a platform for evaluating, testing, and monitoring AI applications, and the home of Bifrost, an open-source LLM gateway. It helps teams ship reliable AI features with tracing, evaluation, agent simulation, and production observability.
專項更強Maxim AI is a platform for evaluating, testing, and monitoring AI applications, and the home of Bifrost, an open-source LLM gateway. It helps teams ship reliable AI features with tracing, evaluation, agent simulation, and production observability.
專項更強AI 工程團隊的協作層
專項更強在整個組織內統一 LLM 評估、可觀測性與紅隊測試標準
XenonStack is an AI-first technology company that builds decision infrastructure for enterprise AI agents. Its platform spans reasoning, orchestration, analytics, infrastructure and trust, with products including Foundry, ElixirClaw, ElixirData, NexaStack, MetaSecure and Neural AI, plus pre-built agents for operations, finance, security, analytics and supply chain.
XenonStack is an AI-first technology company that builds decision infrastructure for enterprise AI agents. Its platform spans reasoning, orchestration, analytics, infrastructure and trust, with products including Foundry, ElixirClaw, ElixirData, NexaStack, MetaSecure and Neural AI, plus pre-built agents for operations, finance, security, analytics and supply chain.
專項更強Openlayer is a platform that tests AI systems before release, monitors them in production, and enforces policy and compliance requirements across every model and agent your company runs.
