Arize AI 记录了 249,028 月访问量，月度环比增长为 +3.2%，定价为付费，定价请咨询。Outerbase 记录了 9,191 月访问量，增长率为 +13%，定价为定价请咨询。
Outerbase is an AI-native workspace for exploring, querying and visualizing data across SQL and NoSQL databases. It pairs an ask-in-plain-English assistant with a spreadsheet-style table editor, dashboards and a shared data catalog, so engineers and analysts can work on the same data without fighting tooling. As of 2025 the team has joined Cloudflare.
| 维度 / 指标 |  | |
|---|---|---|
| 官方域名 | arize.com | outerbase.com |
| 定价模式 | 付费，定价请咨询 | 定价请咨询 |
| 月访问量 | 24.9万 (249,028) | 9191 (9,191) |
| 月度环比流量变化 | +7668 (+3.2%) | +1059 (+13%) |
| 主要市场与份额 | 🇺🇸 美国 (51.6%) | 🇺🇸 美国 (35.1%) |
| 直接访问 / 月 | 10.78万 | 3642 |
| 用户评分 | 4.6 | 4.3 |
| 支持的平台 | 网站 | 网站 |
面向生产级 AI 的智能体可观测性、评估与持续改进平台
基于 OpenTelemetry 之上的 OpenInference 规范，采集智能体与 LLM 调用的 span、trace 和会话，埋点可跨工具复用。
在 span、trace 与会话三个层级运行评估，对海量生产数据衡量检索质量、工具调用与最终回答的优劣。
内置于产品中的智能体，可检查链路、推断根因，并给出供工程师上线前审阅的修复建议。
当需要让轨迹数据留在自有基础设施内时，可自行部署这一领先的开源追踪与评估工具。
Outerbase is an AI-native workspace for exploring, querying and visualizing data across SQL and NoSQL databases. It pairs an ask-in-plain-English assistant with a spreadsheet-style table editor, dashboards and a shared data catalog, so engineers and analysts can work on the same data without fighting tooling. As of 2025 the team has joined Cloudflare.
Type a question in plain English and get an instant answer drawn from your connected data, without writing SQL by hand.
The AI editor reviews your SQL, corrects mistakes and suggests improvements, then turns result sets into presentation-ready charts automatically.
A snappy grid built from scratch for fast navigation of large tables, with customizable table plugins and edit-in-place controls.
Compose analytics boards manually or hand them to the AI, then embed charts anywhere using open-source web components.
免费 / 开源把问题转化为可信、可治理答案的 agentic 数据分析平台
免费 / 开源与数据对话，获取分析、图表、报告与幻灯片
擅长实验追踪与模型注册表工作流，但较少针对实时大模型生产可观测性进行专门设计。
免费 / 开源Includes integrated guardrails and simulation tools, but is less mature for large-scale enterprise production telemetry monitoring.
免费 / 开源Includes integrated guardrails and simulation tools, but is less mature for large-scale enterprise production telemetry monitoring.
免费 / 开源具备强大的测试与提示词评估工具，不过其监控界面较少面向海量遥测流。
免费 / 开源具备强大的测试与提示词评估工具，不过其监控界面较少面向海量遥测流。
免费 / 开源Quadratic is an AI spreadsheet where you connect live data, ask questions in plain language, and get Python, SQL, JavaScript or formulas plus charts that you can read, verify and share with your team.
高度专注提示词管理与版本控制，而 Arize 则优先考虑端到端追踪与机器学习可观测性。
通过 DeepEval 提供全面的大模型评估和单元测试，但缺乏 Arize 深入的生产监控基础设施。
通过 DeepEval 提供全面的大模型评估和单元测试，但缺乏 Arize 深入的生产监控基础设施。
免费 / 开源全团队都能信任的 AI 原生商业智能平台
专项更强Stronger focus on compliance enforcement and AI governance, but less specialized for deep developer tracing workflows.
