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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
nOps vs Scale
nOps 记录了 97,959 月访问量，月度环比增长为 +13.8%，定价为 Usage-based。Scale 记录了 616,915 月访问量，增长率为 +12.5%，定价为定价请咨询。
nOps 记录了 97,959 月访问量，月度环比增长为 +13.8%，定价为 Usage-based。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 (52.2%) | 🇺🇸 美国 (44.2%) |
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| 直接访问 / 月 | 3.2万 | 19.14万 |
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| 用户评分 | 4.4 | 4.7 |
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| 支持的平台 | 网站 | 网站 |
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能自我回本的自主云成本优化平台
自主引擎按小时分析你的用量模式，购买最优的预留实例、Savings Plans 与承诺折扣组合，并持续再平衡，在保持高折扣的同时降低长期锁定风险。
以小时级粒度查看多云、Kubernetes、SaaS 与 AI 支出，结合业务背景进行分摊、预测、异常检测与单位经济性分析。
把每小时 AI 支出分摊到具体模型、账号、团队、客户和功能，覆盖 Amazon Bedrock、OpenAI、Claude、Cursor 等，并给出 token 效率、模型选择与缓存优化建议。
实时跟踪有效节省率、承诺覆盖率与已实现节省，并把告警和任务推送到 Slack、Jira、Datadog、Snowflake 等工具。
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Windward is a Maritime AI™ platform that fuses multi-sensor maritime data with behavioral analytics to deliver mission-grade, all-source operational intelligence for defense, government, and commercial organizations.
专项更强Provides LLM evaluation and testing workflows, but lacks Scale's massive human-in-the-loop data labeling services.
免费 / 开源把专业级投资组合工具交到你自己手中的 AI 财务顾问
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Windward is a Maritime AI™ platform that fuses multi-sensor maritime data with behavioral analytics to deliver mission-grade, all-source operational intelligence for defense, government, and commercial organizations.
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.
免费 / 开源把专业级投资组合工具交到你自己手中的 AI 财务顾问
