# Rerun 依據 OpenAITools.app 於 2026-11-11 查驗的觀測資料，Rerun（rerun.io）是收錄於 AI 開發者工具的 AI 平台，每月產生 5.4萬次造訪，月流量變化量為 -1.68萬（-23.7%）。其主要地理市場為美國（流量佔比 33.9%），並採用免費定價模式。依每月流量計算的主要競爭替代方案包括 Voxel51（每月 11.77萬次造訪），Datadog（每月 517.58萬次造訪），Middleware（每月 3.6萬次造訪）。 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. ## 主要觀測資料與規格 | 指標 | 數值 | | :--- | :--- | | 工具名稱 | Rerun | | 代稱 | rerun | | Status | active | | Origin | open_source | | Maintenance | active | | 官方網域 | rerun.io | | 網站網址 | https://rerun.io | | 分類 | AI 開發者工具, 日誌管理, 資料分析 AI, AI 監控 | | 定價模式 | 免費 | | 每月造訪次數 | 54,018 | | 月流量變化 | -16,775 | | 月成長率 | -23.7% | | 主要市場 | 美國 | | 市佔率 | 33.9% | | 直接造訪 | 24,880 | | 自然搜尋造訪 | — | | 社群造訪 | — | | 推薦流量造訪 | 8,819 | | 電子郵件造訪 | 388 | | 評論分數 | 4.6 | | 收藏數 | 1 | | 支援平台 | 網站 | | 帳務平台 | | | 屬性 | 功能: 網站; 價格: 免費 | | 標籤 | 電腦視覺, 機器人技術, 資料視覺化, SDK, 視覺化工具, 開源, 除錯, 空間 AI, 具身智慧, 資料記錄, 多模態資料 | ## 總覽 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. ## 價格與方案 The Rerun SDK and viewer are open source and free to use. Rerun also offers Rerun Hub, a production backend, whose pricing is arranged separately with the team. Check the Rerun website and GitHub repository for current terms. ## 關鍵功能與能力 - **Multimodal data visualization:** Log, store, and view images, point clouds, 3D transforms, and time series together in one viewer. - **Open-source logging SDK:** Record multi-rate, multimodal data as column-chunks in rrd files, or convert from other formats. - **Query and transform:** Run full dataframe or SQL queries over robotics data, down into columns, time ranges, and values. - **Edge and stream transforms:** Add derived columns and evolve schemas without breaking history, on the edge or near the data. - **Rerun Hub backend:** A hosted backend with catalog, byte-range indexing, and retrieval that turns object stores into a queryable dataset. ## 主要使用情境 - **Debug perception and control pipelines (Robotics engineers):** Log and review images, point clouds, and 3D transforms to find why a model or pipeline failed. - **Inspect robot learning runs (ML researchers):** Visualize policy rollouts and training signals for embodied-AI work in one viewer. - **Build internal data pipelines (Data and platform teams):** Catalog, query, and stream recordings to GPUs without an export step. ## 優勢 - Open-source core with permissive use across research and production - Handles multimodal and multi-rate data in one viewer - APIs for Python, Rust, and C++ - Query and transform data without an export step - Widely adopted by leading robotics and physical-AI teams ## 限制 - Requires coding in Rust, Python, or C++ to get full value - The hosted Rerun Hub backend is a newer, additional product beyond the free SDK - Visualization work is aimed at engineering teams, not general business users - Advanced production features assume existing logging pipelines ## 常見問題 ### Is Rerun free? The core Rerun SDK and viewer are open source and free to use, installable as rerun-sdk via pip. A commercial backend called Rerun Hub exists for larger-scale data workflows. ### What data can Rerun handle? You can log and view multi-rate, multimodal data such as images, point clouds, 3D transforms, and time series, then query it for debugging and training. ### Does Rerun support multiple languages? Yes, Rerun offers Python, Rust, and C++ APIs, so you can instrument existing pipelines in the language your stack already uses. ### Who uses Rerun? Projects like Hugging Face's LeRobot, DeepMind's Brush, PyCuVSLAM, and Meta's Project Aria use Rerun for visualization and debugging. ### Rerun 的每月流量與成長趨勢為何？ Rerun 目前每月有 5.4萬次造訪，月流量變化為 -1.68萬（成長率 -23.7%）。其主要來源市場為美國（佔比 33.9%），其中包含每月 2.49萬次直接造訪與每月 — 次自然搜尋造訪。 ### Rerun 是免費的嗎？其定價模式為何？ Rerun 採用免費定價模式。The Rerun SDK and viewer are open source and free to use. Rerun also offers Rerun Hub, a production backend, whose pricing is arranged separately with the team. Check the Rerun website and GitHub repository for current terms. 支援的帳務與結帳平台包括：未列出。 ### 2026 年最佳的 Rerun 替代方案有哪些？ 依據 OpenAITools.app 的分類流量與功能契合度，Rerun 的前五大替代方案為：1. Voxel51（每月 11.77萬次造訪）; 2. Datadog（每月 517.58萬次造訪）; 3. Middleware（每月 3.6萬次造訪）; 4. Encord（每月 24.42萬次造訪）; 5. honeyhive.ai（每月 8835 次造訪）。 ### Rerun 支援哪些平台與核心 AI 能力？ Rerun 分類於 AI 開發者工具, 日誌管理, 資料分析 AI, AI 監控，支援以下平台：網站，其核心能力標籤包括：電腦視覺, 機器人技術, 資料視覺化, SDK, 視覺化工具, 開源。 ## 替代方案 | 工具名稱 | 每月造訪次數 | 定價模式 | 比較 | | :--- | :--- | :--- | :--- | | [Voxel51](https://openaitools.app/tw/tool/voxel51-com) | 117,715 | 需聯絡報價 | [比較](https://openaitools.app/tw/compare/rerun-vs-voxel51-com) | | [Datadog](https://openaitools.app/tw/tool/datadog) | 5,175,760 | 免費增值、免費試用、付費、需聯絡報價、免費 | [比較](https://openaitools.app/tw/compare/datadog-vs-rerun) | | [Middleware](https://openaitools.app/tw/tool/middleware) | 35,967 | 免費增值、需聯絡報價 | [比較](https://openaitools.app/tw/compare/middleware-vs-rerun) | | [Encord](https://openaitools.app/tw/tool/encord-com) | 244,204 | 需聯絡報價 | [比較](https://openaitools.app/tw/compare/encord-com-vs-rerun) | | [honeyhive.ai](https://openaitools.app/tw/tool/honeyhive-ai) | 8,835 | 免費增值、需聯絡報價 | [比較](https://openaitools.app/tw/compare/honeyhive-ai-vs-rerun) | | [TraceRoot](https://openaitools.app/tw/tool/traceroot-ai) | 2,070 | Free + Paid | [比較](https://openaitools.app/tw/compare/rerun-vs-traceroot-ai) | | [PromptLayer](https://openaitools.app/tw/tool/promptlayer) | 85,899 | 免費試用、需聯絡報價 | [比較](https://openaitools.app/tw/compare/promptlayer-vs-rerun) | | [Arize AI](https://openaitools.app/tw/tool/arize-com) | 249,028 | 付費、需聯絡報價 | [比較](https://openaitools.app/tw/compare/arize-com-vs-rerun) | | [Raindrop](https://openaitools.app/tw/tool/raindrop) | 42,807 | 免費試用、付費、需聯絡報價 | [比較](https://openaitools.app/tw/compare/raindrop-vs-rerun) | | [Label Studio](https://openaitools.app/tw/tool/label-studio) | 137,199 | 需聯絡報價、免費 | [比較](https://openaitools.app/tw/compare/label-studio-vs-rerun) | | [Weights & Biases（CoreWeave Forge）](https://openaitools.app/tw/tool/prompts) | 315,624 | 免費增值、需聯絡報價、免費 | [比較](https://openaitools.app/tw/compare/prompts-vs-rerun) | | [Maxim AI](https://openaitools.app/tw/tool/maxim-ai) | 121,351 | Contact for Pricing, Free Open Source | [比較](https://openaitools.app/tw/compare/maxim-ai-vs-rerun) | ## 社群 這裡是探索與討論 Rerun 一切相關內容的地方。 [Rerun](https://discord.gg/PXtCgFBSmH) --- 來源：https://openaitools.app/tw/tool/rerun