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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%
免费增值，定价请咨询
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头对头基准测试
Gitlights vs Scale
Gitlights 记录了 0 月访问量，月度环比增长为 -100%，定价为免费试用，付费。Scale 记录了 616,915 月访问量，增长率为 +12.5%，定价为定价请咨询。
Gitlights 记录了 0 月访问量，月度环比增长为 -100%，定价为免费试用，付费。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.
| 维度 / 指标 | ||
|---|---|---|
| 官方域名 | gitlights.com | scale.com |
| 定价模式 | 免费试用，付费 | 定价请咨询 |
| 月访问量 | 0 (0) | 61.69万 (616,915) |
| 月度环比流量变化 | -1376 (-100%) | +6.87万 (+12.5%) |
| 主要市场与份额 | 🌐 全球 (—) | 🇺🇸 美国 (44.2%) |
| 直接访问 / 月 | 0 | 19.14万 |
| 用户评分 | 4 | 4.7 |
| 支持的平台 | 网站 | 网站 |
在 AI 写代码的时代，看清每位开发者真正的贡献
分析提交、拉取请求、评审与讨论，呈现每位开发者工作背后的决策与架构影响，而非仅看产出数量。
从多维度对比贡献者的可视化视图，帮助团队负责人发现优势、短板以及每个人贡献方式的变化。
自动生成仓库与团队活动总结，为工程管理者提供可分享、可行动的定期叙述。
从 GitHub Marketplace 安装，选择要分析的仓库，数据几分钟内载入并每日自动更新。
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。
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.
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
专项更强Provides LLM evaluation and testing workflows, but lacks Scale's massive human-in-the-loop data labeling services.
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OSS Insight is a free analytics platform that turns more than ten billion GitHub events into dashboards, rankings and comparisons for repositories, developers and organizations. It also covers the fast-moving world of AI agents, LLM tooling and MCP servers.
免费 / 开源OSS Insight is a free analytics platform that turns more than ten billion GitHub events into dashboards, rankings and comparisons for repositories, developers and organizations. It also covers the fast-moving world of AI agents, LLM tooling and MCP servers.
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。
