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头对头基准测试
Cursor vs Scale
Cursor 记录了 4,790,129 月访问量，月度环比增长为 +6.5%，定价为免费增值。Scale 记录了 616,915 月访问量，增长率为 +12.5%，定价为定价请咨询。
Cursor 记录了 4,790,129 月访问量，月度环比增长为 +6.5%，定价为免费增值。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.
把想法变成可交付软件的 AI 编程智能体
用自然语言交代任务，智能体自行规划、跨文件修改、运行命令，并回报改动内容。
在托管环境中同时启动多个智能体，让长时间任务在后台持续推进，你只需处理其他工作。
按任务在多家领先厂商的模型之间选择，灵活平衡推理深度、速度与成本。
既可作为桌面 IDE，也能通过命令行使用，并集成 Slack 与 GitHub，让智能体在既有流程中审查合并请求。
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Provides superior reasoning and code generation via chat and artifacts, but lacks native inline code editing inside your codebase.
专项更强Allows rapid cloud-based full-stack app deployment from natural language, but lacks a local filesystem IDE experience.
免费 / 开源提供完全的自定义性与标准扩展功能支持，但需要手动设置 AI 扩展功能才能达到 Cursor 的集成度。
专项更强Operates as a fully autonomous AI software engineer for pull requests, but offers less interactive inline editing than Cursor.
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。
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。
