Code to Flow 每月有 12,423 次造訪，月增率 +1.9%，定價模式為免費增值。Open WebUI 每月有 804,534 次造訪，成長率 -2.8%，定價模式為免費增值。
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 | codetoflow.com | openwebui.com |
| 定價模式 | 免費增值 | 免費增值 |
| 每月造訪次數 | 1.24萬 (12,423) | 80.45萬 (804,534) |
| 月流量變化量 | +237 (+1.9%) | -2.3萬 (-2.8%) |
| 主要市場與市佔 | 🇺🇸 美國 (28.1%) | 🇺🇸 美國 (24.5%) |
| 每月直接造訪 | 4134 | 29.98萬 |
| 使用者評分 | 4.3 | 4.4 |
| 支援平台 | 網站 | 網站 |
把任何程式碼片段變成真正讀得懂的互動式流程圖
貼上 Python、JavaScript、TypeScript、Java、C、C++、Go、Rust 等語言的片段，取得其邏輯的互動式圖表。
依需求產生流程圖、時序圖、類別圖與使用者旅程視圖，對應不同講解場景。
每張圖表都附有文字說明，方便你對照自己的理解核驗 AI 的解讀。
結果可下載為 PNG、SVG 或 PDF，也可透過連結分享給同事與評審者。
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。
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。
