Numerous.ai 记录了 128,828 月访问量，月度环比增长为 -17%，定价为免费增值，免费试用，付费。Open WebUI 记录了 804,534 月访问量，增长率为 -2.8%，定价为免费增值。
把 ChatGPT 放进 Google Sheets 与 Excel，无需 API 密钥
Open WebUI is an open-source, self-hosted AI interface that lets individuals and organizations run any model — local or cloud — inside a workspace they fully control. It ships as a one-command install, supports Ollama, OpenAI-compatible and Anthropic endpoints, and extends through Python tools, functions and pipelines.
| 维度 / 指标 | | |
|---|---|---|
| 官方域名 | numerous.ai | openwebui.com |
| 定价模式 | 免费增值，免费试用，付费 | 免费增值 |
| 月访问量 | 12.88万 (128,828) | 80.45万 (804,534) |
| 月度环比流量变化 | -2.64万 (-17%) | -2.3万 (-2.8%) |
| 主要市场与份额 | 🇺🇸 美国 (20.1%) | 🇺🇸 美国 (24.5%) |
| 直接访问 / 月 | 3.27万 | 29.98万 |
| 用户评分 | 4.5 | 4.4 |
| 支持的平台 | 网站 | 网站 |
把 ChatGPT 放进 Google Sheets 与 Excel，无需 API 密钥
通过一个简单函数即可在任意单元格调用 AI——无需 API 密钥，无需切换聊天窗口，也不必在标签页之间复制粘贴。
把一个提示词向下拖动即可处理数千行；相同查询会被缓存，避免重复计费。
将问卷、文章、社交帖子等大段文本总结、改写、抽取并分类为规整的结构化列。
直接基于表格中的数据生成广告文案、关键词列表、SEO 内容与广告活动结构。
Open WebUI is an open-source, self-hosted AI interface that lets individuals and organizations run any model — local or cloud — inside a workspace they fully control. It ships as a one-command install, supports Ollama, OpenAI-compatible and Anthropic endpoints, and extends through Python tools, functions and pipelines.
Connect local runtimes like Ollama alongside OpenAI-compatible and Anthropic APIs, and switch between them inside one interface.
RAG over your own documents, web search and citation-aware answers come standard, so responses are grounded in real sources.
Extend the platform with Python code to add custom tooling, preprocessing, and multi-step pipelines, then share them with others.
SSO, RBAC, audit logs, data residency, and on-premises, hybrid or air-gapped deployment for organisations with strict requirements.
免费 / 开源主要作为本地模型的轻量级 CLI 运行时，而非功能齐全的聊天界面。
免费 / 开源Focuses on collaborative team AI workspaces and plugins, but shares similar open-source architectural goals.
专项更强强烈专注于注重隐私的文件聊天与本地 RAG 管道，但提供较少的通用聊天 UI 功能。
GPT Workspace is a Google Workspace extension that embeds leading AI assistants directly into Docs, Sheets, Slides, Gmail, Drive and Forms so you can write, analyze and automate without switching tabs.
GPT Workspace is a Google Workspace extension that embeds leading AI assistants directly into Docs, Sheets, Slides, Gmail, Drive and Forms so you can write, analyze and automate without switching tabs.
免费 / 开源提供可在离线时轻松运行本地模型的桌面原生应用程序，但缺乏 Open WebUI 以服务器为核心的多用户功能。
