Numerous.ai 每月有 128,828 次造訪，月增率 -17%，定價模式為免費增值、免費試用、付費。Open WebUI 每月有 804,534 次造訪，成長率 -2.8%，定價模式為免費增值。
把 ChatGPT 放進 Google Sheets 與 Excel，無需 API 金鑰
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.
| 面向／指標 | | |
|---|---|---|
| 官方網域 | numerous.ai | openwebui.com |
| 定價模式 | 免費增值、免費試用、付費 | 免費增值 |
| 每月造訪次數 | 12.88萬 (128,828) | 80.45萬 (804,534) |
| 月流量變化量 | -2.64萬 (-17%) | -2.3萬 (-2.8%) |
| 主要市場與市佔 | 🇺🇸 美國 (20.1%) | 🇺🇸 美國 (24.5%) |
| 每月直接造訪 | 3.27萬 | 29.98萬 |
| 使用者評分 | 4.5 | 4.4 |
| 支援平台 | 網站 | 網站 |
把 ChatGPT 放進 Google Sheets 與 Excel，無需 API 金鑰
透過一個簡單函式即可在任意儲存格呼叫 AI——無需 API 金鑰，無需切換聊天視窗，也不必在分頁之間複製貼上。
把一個提示詞向下拖曳即可處理數千列；相同查詢會被快取，避免重複計費。
將問卷、文章、社群貼文等大段文字摘要、改寫、抽取並分類為規整的結構化欄位。
直接依據試算表中的資料生成廣告文案、關鍵字清單、SEO 內容與廣告活動結構。
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.
免費 / 開源主要作為本地模型的輕量級 CLI 執行環境，而非功能齊全的聊天介面。
免費 / 開源Focuses on collaborative team AI workspaces and plugins, but shares similar open-source architectural goals.
專項更強強烈專注於重視隱私的文件聊天與本地 RAG 管道，但提供較少的通用聊天 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.
免費 / 開源提供可在離線時輕鬆執行本地模型的桌面原生應用程式，但缺乏 Open WebUI 以伺服器為核心的多使用者功能。
專為 Excel 與 Google Sheets 打造的 AI 試算表代理
