Scale 记录了 616,915 月访问量,月度环比增长为 +12.5%,定价为定价请咨询。Sieve 记录了 124 月访问量,增长率为 +1.6%,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.
Sieve is a data lab that supplies multimodal video, audio and interaction datasets — egocentric demonstrations, multi-camera studio recordings, robotics evaluations and large-scale media — to frontier AI teams.
| 维度 / 指标 | ||
|---|---|---|
| 官方域名 | scale.com | sievedata.com |
| 定价模式 | 定价请咨询 | 定价请咨询 |
| 月访问量 | 61.69万 (616,915) | 124 (124) |
| 月度环比流量变化 | +6.87万 (+12.5%) | +2 (+1.6%) |
| 主要市场与份额 | 🇺🇸 美国 (44.2%) | 🌐 全球 (—) |
| 直接访问 / 月 | 19.14万 | 54 |
| 用户评分 | 4.7 | 4.1 |
| 支持的平台 | 网站 | 网站 |
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.
Sieve is a data lab that supplies multimodal video, audio and interaction datasets — egocentric demonstrations, multi-camera studio recordings, robotics evaluations and large-scale media — to frontier AI teams.
First-person recordings of economically valuable physical work, paired with hand-pose, motion and synchronised sensor annotations.
Multi-camera video and audio collection with bespoke rigs and controlled environments built to a client's specification.
Both simulated and real-world test suites that measure how well robot policies perform across tasks and conditions.
Petabyte-scale synchronised video and audio datasets, including published engineering work on embedding a billion videos for retrieval.
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。

免费 / 开源SuperAnnotate is an AI data platform that combines a collaborative multimodal annotation editor, an expert data-operations team, and the orchestration layer needed to move curated datasets into training, evaluation, and production pipelines. It is aimed at teams building computer vision, NLP, audio, and generative AI systems who need reliable, high-quality ground truth at scale.
免费 / 开源SuperAnnotate is an AI data platform that combines a collaborative multimodal annotation editor, an expert data-operations team, and the orchestration layer needed to move curated datasets into training, evaluation, and production pipelines. It is aimed at teams building computer vision, NLP, audio, and generative AI systems who need reliable, high-quality ground truth at scale.

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 / 开源一个通用 API,接入 500+ AI 模型与 1,000+ 智能体工具
免费 / 开源面向具身智能与机器人训练的视频数据基础设施

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。

免费 / 开源TwelveLabs is an enterprise video intelligence platform and API that turns raw footage into searchable, AI-ready data. Upload video and you can query it in natural language — find specific actions, scenes, dialogue, or even emotions across hours or years of footage with no manual tagging.
免费 / 开源TwelveLabs is an enterprise video intelligence platform and API that turns raw footage into searchable, AI-ready data. Upload video and you can query it in natural language — find specific actions, scenes, dialogue, or even emotions across hours or years of footage with no manual tagging.