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ComfyUI vs Scale
ComfyUI 记录了 4,379,348 月访问量，月度环比增长为 +13.4%，定价为定价请咨询，免费。Scale 记录了 616,915 月访问量，增长率为 +12.5%，定价为定价请咨询。
ComfyUI 记录了 4,379,348 月访问量，月度环比增长为 +13.4%，定价为定价请咨询，免费。Scale 记录了 616,915 月访问量，增长率为 +12.5%，定价为定价请咨询。
Scale is an enterprise AI company that supplies the data, evaluation and deployment layers behind production AI. Its Data Engine sources and labels training data for frontier models, its evaluation work benchmarks model capability, and its platform teams help enterprises and governments move AI systems from pilot into real operations.
基于节点的视觉 AI 工作台，覆盖图像、视频、3D 与音频
在无限画布上连接模型、采样器、条件输入、LoRA 与输出节点，每一步都清晰可见、随时可调。
同一界面支持图像生成、视频、3D 资产以及音频或音乐工作流，兼容主流开源与合作伙伴模型。
可用自有 GPU 在本地运行 ComfyUI，硬件不足时也能在云端打开同样的工作流。
把任意工作流部署为生产 API，让你自己的应用或智能体按需生成内容。
Scale is an enterprise AI company that supplies the data, evaluation and deployment layers behind production AI. Its Data Engine sources and labels training data for frontier models, its evaluation work benchmarks model capability, and its platform teams help enterprises and governments move AI systems from pilot into real operations.
Human-sourced and expert-annotated training data, including specialist contributors with advanced degrees, at the quality bar frontier labs require.
Public leaderboards plus private benchmarks that test model capability and safety for the most ambitious AI developers.
Platform and services teams that pick the right use case, build the system and take ownership of the outcome.
Agentic systems designed around measurable business outcomes across private equity portfolios, energy and healthcare operations.
专项更强简化计算机视觉数据集标注与模型训练，但不太适合通用的 LLM 文本任务。
专注于企业级数据标注和训练数据整理，类似于 Scale 的核心标注业务。
专项更强Focuses on custom game asset training and node workflows, but lacks ComfyUI's infinite open-source node flexibility.
提供企业级多模态标注和数据管理工具，但对托管式标注人力的强调较少。
专项更强在互联环境中跟踪、评估并交付 AI 模型与智能体。
专项更强Focuses on post-deployment LLM observability and evaluation rather than training data generation or annotation.
专项更强Focuses on post-deployment LLM observability and evaluation rather than training data generation or annotation.
提供专为 ComfyUI 与 Stable Diffusion 预先配置的专属云端实例，可取代本地工作站设置。
提供专为 ComfyUI 与 Stable Diffusion 预先配置的专属云端实例，可取代本地工作站设置。
免费 / 开源提供灵活的开源替代方案，适用于自定义数据标注和人机回环（Human-in-the-loop）标注管道。
专项更强构建、模拟、评估并监控可自我改进的 AI 智能体
