# Rerun 根据 OpenAITools.app 于 2026-11-11 核对的流量数据，Rerun（rerun.io）是一个收录在 AI Developer Tools 下的 AI 平台，月访问量为 5.4万，月度环比流量变化为 -1.68万（-23.7%）。其主要地理市场为美国（33.9% 流量份额），采用免费定价模式。按月流量计算的主要竞争替代方案包括 Voxel51（11.77万次访问/月），Datadog（517.58万次访问/月），Middleware（3.6万次访问/月）。 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. ## 关键遥测与规格 | 指标 | 数值 | | :--- | :--- | | 工具名称 | Rerun | | 标识 | rerun | | Status | active | | Origin | open_source | | Maintenance | active | | 官方域名 | rerun.io | | 官网地址 | https://rerun.io | | 分类 | AI Developer Tools, 日志管理, AI For Data Analytics, AI 监控 | | 定价模式 | 免费 | | 月访问量 | 54,018 | | 月度环比流量变化 | -16,775 | | 月度环比增长率 | -23.7% | | 主要市场 | 美国 | | 市场份额 | 33.9% | | 直接访问量 | 24,880 | | 自然搜索访问 | — | | 社交访问 | — | | 推荐访问 | 8,819 | | 邮件访问 | 388 | | 评价得分 | 4.6 | | 收藏数 | 1 | | 支持平台 | 网站 | | 计费平台 | | | 属性 | 功能: 网站; 定价: 免费 | | 标签 | 计算机视觉, 机器人技术, 数据可视化, SDK, 可视化工具, 开源, 调试, 空间 AI, 具身智能, 数据记录, 多模态数据 | ## 概览 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. ## 定价与套餐 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. ## 关键功能与能力 - **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. ## 主要用例 - **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. ## 优势 - 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 ## 局限 - 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 ## 常见问题 ### 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 的月流量和增长趋势如何？ Rerun 目前每月获得 5.4万访问量，月度环比流量变化为 -1.68万（增长率 -23.7%）。其主要来源市场是美国（33.9% 份额），包括每月 2.49万次直接访问和每月 — 次自然搜索访问。 ### Rerun 免费吗？它的定价模式是什么？ Rerun 采用免费定价模式。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. 支持的计费和结账平台包括：未列出。 ### 2026 年 Rerun 的最佳替代方案有哪些？ 基于 OpenAITools.app 的分类流量和功能契合度，Rerun 的前五个替代方案是：1. Voxel51（11.77万次访问/月）; 2. Datadog（517.58万次访问/月）; 3. Middleware（3.6万次访问/月）; 4. Encord（24.42万次访问/月）; 5. honeyhive.ai（8835 次访问/月）。 ### Rerun 支持哪些平台和核心 AI 能力？ Rerun 被归类在 AI Developer Tools, 日志管理, AI For Data Analytics, AI 监控下，支持以下平台：网站，其核心能力标签包括：计算机视觉, 机器人技术, 数据可视化, SDK, 可视化工具, 开源。 ## 替代工具 | 工具名称 | 月访问量 | 定价模式 | 对比 | | :--- | :--- | :--- | :--- | | [Voxel51](https://openaitools.app/zh/tool/voxel51-com) | 117,715 | 定价请咨询 | [对比](https://openaitools.app/zh/compare/rerun-vs-voxel51-com) | | [Datadog](https://openaitools.app/zh/tool/datadog) | 5,175,760 | 免费增值，免费试用，付费，定价请咨询，免费 | [对比](https://openaitools.app/zh/compare/datadog-vs-rerun) | | [Middleware](https://openaitools.app/zh/tool/middleware) | 35,967 | 免费增值，定价请咨询 | [对比](https://openaitools.app/zh/compare/middleware-vs-rerun) | | [Encord](https://openaitools.app/zh/tool/encord-com) | 244,204 | 定价请咨询 | [对比](https://openaitools.app/zh/compare/encord-com-vs-rerun) | | [honeyhive.ai](https://openaitools.app/zh/tool/honeyhive-ai) | 8,835 | 免费增值，定价请咨询 | [对比](https://openaitools.app/zh/compare/honeyhive-ai-vs-rerun) | | [TraceRoot](https://openaitools.app/zh/tool/traceroot-ai) | 2,070 | Free + Paid | [对比](https://openaitools.app/zh/compare/rerun-vs-traceroot-ai) | | [PromptLayer](https://openaitools.app/zh/tool/promptlayer) | 85,899 | 免费试用，定价请咨询 | [对比](https://openaitools.app/zh/compare/promptlayer-vs-rerun) | | [Arize AI](https://openaitools.app/zh/tool/arize-com) | 249,028 | 付费，定价请咨询 | [对比](https://openaitools.app/zh/compare/arize-com-vs-rerun) | | [Raindrop](https://openaitools.app/zh/tool/raindrop) | 42,807 | 免费试用，付费，定价请咨询 | [对比](https://openaitools.app/zh/compare/raindrop-vs-rerun) | | [Label Studio](https://openaitools.app/zh/tool/label-studio) | 137,199 | 定价请咨询，免费 | [对比](https://openaitools.app/zh/compare/label-studio-vs-rerun) | | [Weights & Biases（CoreWeave Forge）](https://openaitools.app/zh/tool/prompts) | 315,624 | 免费增值，定价请咨询，免费 | [对比](https://openaitools.app/zh/compare/prompts-vs-rerun) | | [Maxim AI](https://openaitools.app/zh/tool/maxim-ai) | 121,351 | Contact for Pricing, Free Open Source | [对比](https://openaitools.app/zh/compare/maxim-ai-vs-rerun) | ## 社区 这里是探索和讨论 Rerun 一切相关内容的地方。 [Rerun](https://discord.gg/PXtCgFBSmH) --- 来源：https://openaitools.app/zh/tool/rerun