Datadog 记录了 5,175,760 月访问量，月度环比增长为 -4.8%，定价为免费增值，免费试用，付费，定价请咨询，免费。Openlayer 记录了 48,415 月访问量，增长率为 -6.4%，定价为免费增值，定价请咨询。
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
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.
| 维度 / 指标 | ||
|---|---|---|
| 官方域名 | datadoghq.com | openlayer.com |
| 定价模式 | 免费增值，免费试用，付费，定价请咨询，免费 | 免费增值，定价请咨询 |
| 月访问量 | 517.58万 (5,175,760) | 4.84万 (48,415) |
| 月度环比流量变化 | -26.36万 (-4.8%) | -3303 (-6.4%) |
| 主要市场与份额 | 🇺🇸 美国 (41.4%) | 🇺🇸 美国 (44.1%) |
| 直接访问 / 月 | 274.58万 | 2.59万 |
| 用户评分 | 4.7 | 4.4 |
| 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。
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.
Dozens of pre-built evaluations cover quality, safety, security, and performance, with LLM-as-a-judge scorers, session-level metrics, and support for writing your own custom tests against your own data.
Import a repository and run evaluation suites automatically on every change, benchmark each iteration, and block releases when a metric regresses beyond the threshold you define.
Trace every request through multi-step agent workflows, including tool calls and retriever steps, with token counts, latency, cost per request, alerting integrations, and subpopulation analysis.
Register each AI system with an owner, purpose, data sensitivity, and risk tier, score inherent risk across multiple dimensions, and move systems through staged approval gates before they reach production.
免费 / 开源面向生产级 AI 的智能体可观测性、评估与持续改进平台
专项更强Mindgard is an AI security platform that performs attacker-style reconnaissance, automated red teaming, and continuous testing of AI models, agents, and applications to find and fix exploitable vulnerabilities.
免费 / 开源构建、模拟、评估并监控可自我改进的 AI 智能体
免费 / 开源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.
免费 / 开源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
在整个组织内统一 LLM 评估、可观测性与红队测试标准
专项更强值得信赖的企业智能体与模型控制平面
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。
配备可自动修复问题的 AI SRE 代理的全栈可观测性平台
专项更强Focuses strictly on data pipeline health and data warehouse quality, lacking Datadog's broad infrastructure APM capabilities.
专项更强Focuses strictly on data pipeline health and data warehouse quality, lacking Datadog's broad infrastructure APM capabilities.
