Scale 每月有 616,915 次造訪，月增率 +12.5%，定價模式為需聯絡報價。Sortio 每月有 30,821 次造訪，成長率 -14.8%，定價模式為免費增值。
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.
| 面向／指標 |  | |
|---|---|---|
| 官方網域 | scale.com | getsortio.com |
| 定價模式 | 需聯絡報價 | 免費增值 |
| 每月造訪次數 | 61.69萬 (616,915) | 3.08萬 (30,821) |
| 月流量變化量 | +6.87萬 (+12.5%) | -5366 (-14.8%) |
| 主要市場與市佔 | 🇺🇸 美國 (44.2%) | 🇺🇸 美國 (38%) |
|---|
| 每月直接造訪 | 19.14萬 | 7440 |
|---|
| 使用者評分 | 4.7 | 4 |
|---|
| 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.
用自然語言指令自動重新命名並歸檔檔案的 AI 檔案整理工具
用自然語言描述你想要的結果，Sortio 會自動規劃重新命名與搬移方案。
深入讀取檔案內容，產生包含日期、供應商、金額或人名的規範檔名，而非保留難以辨識的原始名稱。
每一步操作在執行前都會顯示，任何一次整理都能完整回復。
檔案始終留在你的電腦上，所有方案都支援本機 LLM 與自帶金鑰。
#1
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.
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。
專項更強Provides LLM evaluation and testing workflows, but lacks Scale's massive human-in-the-loop data labeling services.
The Drive AI 是一款 AI 檔案助手，依內容讀取文件、自動整理，並能在數千份檔案中回答問題——無論是在自有工作區，或直接在 Drive、OneDrive、SharePoint 與 Dropbox 內。
提供企業級多模態標註與資料管理工具，但較不強調託管式的標註人力。
專項更強Focuses on post-deployment LLM observability and evaluation rather than training data generation or annotation.
專項更強打造、模擬、評估並監控能自我改進的 AI 代理
私有、託管於歐盟的 AI 機器，整合檔案、軟體與持久記憶
The Drive AI 是一款 AI 檔案助手，依內容讀取文件、自動整理，並能在數千份檔案中回答問題——無論是在自有工作區，或直接在 Drive、OneDrive、SharePoint 與 Dropbox 內。
