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正面對決基準比較
Dify vs Rerun
Dify 每月有 819,691 次造訪，月增率 -15%，定價模式為免費增值。Rerun 每月有 54,018 次造訪，成長率 -23.7%，定價模式為免費。
Dify 每月有 819,691 次造訪，月增率 -15%，定價模式為免費增值。Rerun 每月有 54,018 次造訪，成長率 -23.7%，定價模式為免費。
Rerun is an open-source SDK and visualizer for multimodal, multi-rate data, positioned as the data layer for physical AI. Using Python, Rust, or C++ APIs, developers can log robotics, computer vision, and sensor data and review it in a viewer that handles time series and 3D together.
打造、部署並治理可上線的代理式 AI 工作流程
視覺化畫布將檢索、分支、工具呼叫、人工審核與模型步驟組成清楚可測的執行路徑，方便除錯與交接。
透過對話或手動設定建立代理，賦予技能、工具與知識，再發佈為應用、嵌入元件或工作流程中的可重用節點。
為文件、網站與雲端硬碟建立可重複的匯入流程，上線前完成擷取、清理、切塊、索引與檢索測試。
模型供應商、工具、資料來源與 MCP 整合安裝一次即可在工作空間內所有應用重複使用。
Rerun is an open-source SDK and visualizer for multimodal, multi-rate data, positioned as the data layer for physical AI. Using Python, Rust, or C++ APIs, developers can log robotics, computer vision, and sensor data and review it in a viewer that handles time series and 3D together.
Log, store, and view images, point clouds, 3D transforms, and time series together in one viewer.
Record multi-rate, multimodal data as column-chunks in rrd files, or convert from other formats.
Run full dataframe or SQL queries over robotics data, down into columns, time ranges, and values.
Add derived columns and evolve schemas without breaking history, on the edge or near the data.
提供簡化的無程式碼建構工具來部署自訂 AI 代理，但缺乏 Dify 的開源彈性。
免費 / 開源A self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration.
免費 / 開源A self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration.
專項更強Provides advanced programmatic frameworks for document parsing and RAG pipelines, but requires coding instead of visual canvases.
專項更強Provides advanced programmatic frameworks for document parsing and RAG pipelines, but requires coding instead of visual canvases.
專項更強在互聯環境中追蹤、評估並交付 AI 模型與代理。
免費 / 開源An open-source automation platform combining visual flows with AI steps, though geared more towards general app integration.
免費 / 開源An open-source automation platform combining visual flows with AI steps, though geared more towards general app integration.
免費 / 開源面向生產級 AI 的代理可觀測性、評估與持續改進平台
專為擴充多代理團隊與 B2B 任務自動化而設計，不過對開源 RAG 管線的著墨較少。
專注於透過視覺化拖放編排來建立聊天機器人和自主代理，無須編寫程式碼。
