| 维度 / 指标 | ![]() | |
|---|---|---|
| 官方域名 | datadoghq.com | subex.com |
| 定价模式 | 免费增值,免费试用,付费,定价请咨询,免费 | 定价请咨询 |
| 月访问量 | 517.58万 (5,175,760) | 1.55万 (15,544) |
| 月度环比流量变化 | -26.36万 (-4.8%) | -4422 (-22.1%) |
| 主要市场与份额 | 🇺🇸 美国 (41.4%) | 🇮🇳 印度 (64.8%) |
| 直接访问 / 月 | 274.58万 | 6292 |
| 用户评分 | 4.7 | 4.2 |
| 支持的平台 | 网站 | 网站 |
面向云规模工程团队的统一可观测性、安全与事件响应平台
agent、云集成与 OpenTelemetry 采集器把指标、分布式追踪、性能剖析与日志汇入同一平台,可在不同信号之间直接跳转,无需切换上下文。
Bits AI、Agent Builder 与 LLM/AI Agent 可观测性能力,帮助团队快速研判告警、解释异常,并监控模型延迟、token 花费与 agent 调用链。
Cloud SIEM、云安全态势管理、漏洞管理、工作负载防护与代码扫描,把威胁信号与已有的遥测数据关联起来。
真实用户监控、会话回放、产品分析、合成与移动端测试,与 CI 可见性、测试优化、功能开关和 DORA 指标并列提供。

面向电信运营商的 AI 原生反欺诈、风险与业务保障平台
FraudZap 覆盖旁路欺诈、短信欺诈、手机终端与移动支付欺诈、订阅与漫游欺诈、主叫号码伪造、骚扰呼叫及人为虚增流量。
收入、利润、成本、迁移与合规保障可在风险触达客户前识别收入流失以及服务与体验隐患。
AI Agent Squads 跨证据进行推理,执行配置好的检查,打包支撑证据并提出建议,全程有人工监督与审计追踪。
用数字化入驻、方案设计、订单流、结算与对账取代依赖邮件和电子表格的合作伙伴运营,贯通 B2B2X 链条。

专项更强Specializes in tracing and debugging production LLM applications, but does not provide general cloud infrastructure metrics or log management.
专项更强Specializes in tracing and debugging production LLM applications, but does not provide general cloud infrastructure metrics or log management.

专项更强Windward is a Maritime AI™ platform that fuses multi-sensor maritime data with behavioral analytics to deliver mission-grade, all-source operational intelligence for defense, government, and commercial organizations.
专项更强Windward is a Maritime AI™ platform that fuses multi-sensor maritime data with behavioral analytics to deliver mission-grade, all-source operational intelligence for defense, government, and commercial organizations.

专项更强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.
专项更强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.
专项更强AI 工程团队的协作层
专项更强在整个组织内统一 LLM 评估、可观测性与红队测试标准
专项更强SymphonyAI builds vertical AI applications, agents, and copilots that are tuned to specific industries rather than left generic. Its Eureka AI Platform provides predictive modeling, a low-code agent builder, and prompt-based app generation on top of an AI-ready data foundation, while its industrial IRIS Foundry platform supplies data connectors, a knowledge graph, and pre-built agents for the plant floor.
专项更强SymphonyAI builds vertical AI applications, agents, and copilots that are tuned to specific industries rather than left generic. Its Eureka AI Platform provides predictive modeling, a low-code agent builder, and prompt-based app generation on top of an AI-ready data foundation, while its industrial IRIS Foundry platform supplies data connectors, a knowledge graph, and pre-built agents for the plant floor.
专项更强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.
专项更强专注于机器学习与 LLM 模型可观测性,而 Datadog 主要针对传统基础设施和应用性能监控。

免费 / 开源专注于多云安全态势管理和合规性,但缺乏全栈 APM 和基础设施指标监控。