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Roboflow官方原厂
143.1万/月
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。
AI Developer Tools编辑评分：4.6免费增值，定价请咨询+6.6%
#1加载中…
头对头基准测试
AI2SQL vs Scale
AI2SQL 记录了 65,466 月访问量，月度环比增长为 -6.6%，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。
AI2SQL 记录了 65,466 月访问量，月度环比增长为 -6.6%，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.
| 主要市场与份额 | 🇺🇸 美国 (16.6%) | 🇺🇸 美国 (44.2%) |
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| 直接访问 / 月 | 2.67万 | 19.14万 |
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| 用户评分 | 4.2 | 4.7 |
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| 支持的平台 | 网站 | 网站 |
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基于真实库表结构的 AI SQL 助手，自动编写、修复并运行查询
用自然语言描述目标结果，即可以真实表名与字段名生成对应数据库方言的 SQL。
粘贴任意查询（生成或手写），获得逐子句讲解、带原因的纠错、性能改写建议和整齐格式。
在只读连接上执行查询，直接在界面中查看返回行与耗时。
通过受管控的 MCP 端点和带独立密钥的 REST API，把数据库接入 Claude、开发者模式 ChatGPT、Cursor 或自研智能体。
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。
#1
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.
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Provides LLM evaluation and testing workflows, but lacks Scale's massive human-in-the-loop data labeling services.
Quadratic is an AI spreadsheet where you connect live data, ask questions in plain language, and get Python, SQL, JavaScript or formulas plus charts that you can read, verify and share with your team.
专项更强连接开发者与经过验证的真人参与者来进行 RLHF 和模型评估研究，而不是提供托管式标注。
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。
专项更强Focuses on post-deployment LLM observability and evaluation rather than training data generation or annotation.
专项更强构建、模拟、评估并监控可自我改进的 AI 智能体
专项更强Provides LLM evaluation and testing workflows, but lacks Scale's massive human-in-the-loop data labeling services.
面向公式、透视表与分析的 AI 表格助手
