Scale 每月有 616,915 次造訪，月增率 +12.5%，定價模式為需聯絡報價。Sieve 每月有 124 次造訪，成長率 +1.6%，定價模式為需聯絡報價。
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.
| 面向／指標 | ||
|---|---|---|
| 官方網域 | scale.com | sievedata.com |
| 定價模式 | 需聯絡報價 | 需聯絡報價 |
| 每月造訪次數 | 61.69萬 (616,915) | 124 (124) |
| 月流量變化量 | +6.87萬 (+12.5%) | +2 (+1.6%) |
| 主要市場與市佔 | 🇺🇸 美國 (44.2%) | 🌐 全球 (—) |
| 每月直接造訪 | 19.14萬 | 54 |
| 使用者評分 | 4.7 | 4.1 |
| 支援平台 | 網站 | 網站 |
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.
免費 / 開源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.
免費 / 開源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.
專項更強在互聯環境中追蹤、評估並交付 AI 模型與代理。
專項更強Focuses on post-deployment LLM observability and evaluation rather than training data generation or annotation.
專項更強Focuses on post-deployment LLM observability and evaluation rather than training data generation or annotation.
免費 / 開源一個通用 API，串接 500+ AI 模型與 1,000+ 代理工具
免費 / 開源面向具身智慧與機器人訓練的影片資料基礎設施
免費 / 開源提供具彈性的開源替代方案，適用於自訂資料標註與真人迴路（Human-in-the-loop）標註管線。
免費 / 開源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.
免費 / 開源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.
