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Arize AI vs Gumloop
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。Gumloop 记录了 379,557 月访问量，增长率为 -21.1%，定价为免费增值，付费，定价请咨询。
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。Gumloop 记录了 379,557 月访问量，增长率为 -21.1%，定价为免费增值，付费，定价请咨询。
Gumloop is a no-code AI agent and automation platform where teams build agents that connect to their tools, browse the web, and complete real business tasks.
| 维度 / 指标 |  | |
|---|---|---|
| 官方域名 | arize.com | gumloop.com |
| 定价模式 | 付费，定价请咨询 | 免费增值，付费，定价请咨询 |
| 月访问量 | 24.9万 (249,028) | 37.96万 (379,557) |
| 月度环比流量变化 | +7668 (+3.2%) | -10.14万 (-21.1%) |
| 主要市场与份额 | 🇺🇸 美国 (51.6%) | 🇺🇸 美国 (36.1%) |
| 直接访问 / 月 | 10.78万 | 12.56万 |
| 用户评分 | 4.6 | 4.4 |
| 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。
Gumloop is a no-code AI agent and automation platform where teams build agents that connect to their tools, browse the web, and complete real business tasks.
Describe the outcome you want and let teammates who understand the problem assemble the agent — no scripting or learning curve required.
Wire agents into Slack, HubSpot, Salesforce, Gmail, Gong, NetSuite, Shopify and hundreds more tools, then fire them on schedules, webhooks or events.
Agents sign in with saved logins or 1Password, browse from trusted connections, clear CAPTCHAs, and hand the live session to a human when needed.
Run 35+ models from Anthropic, OpenAI, Google, xAI and open-source providers, or bring your own API keys, with per-agent access control.
通过强大的传统自动化串联数千个热门应用程序，但在原生 AI 代理的灵活性上不如 Gumloop。
Provides a visual builder for custom AI agents and workflows, similar to Gumloop's automation capabilities.
Provides a visual builder for custom AI agents and workflows, similar to Gumloop's automation capabilities.
Builds recurring automated business workflows connected to enterprise applications, mirroring Gumloop's integration focus.
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。
专项更强Focuses specifically on cloud web scraping and lead generation automation rather than general AI agent workflows.
专项更强Focuses specifically on cloud web scraping and lead generation automation rather than general AI agent workflows.
专项更强Delivers enterprise-grade security and governance for automated workflows, but requires more deliberate setup than Gumloop.
专项更强Delivers enterprise-grade security and governance for automated workflows, but requires more deliberate setup than Gumloop.
免费 / 开源提供带有预建连接器的开源自动化构建器，为 Gumloop 的云端平台提供可自托管的替代方案。
专项更强Excels at automated document processing and data extraction, whereas Gumloop handles broader web automation and multi-app workflows.
专项更强Excels at automated document processing and data extraction, whereas Gumloop handles broader web automation and multi-app workflows.
高度聚焦于建立多智能体团队与自定义 AI 助理，与 Gumloop 的智能体自动化能力不相上下。
高度聚焦于建立多智能体团队与自定义 AI 助理，与 Gumloop 的智能体自动化能力不相上下。
