Scale 每月有 616,915 次造訪，月增率 +12.5%，定價模式為需聯絡報價。Semafind 每月有 846 次造訪，成長率 0%，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.
| 面向／指標 |  | |
|---|---|---|
| 官方網域 | scale.com | semafind.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) | 846 (846) |
| 月流量變化量 | +6.87萬 (+12.5%) | +846 (0%) |
| 主要市場與市佔 | 🇺🇸 美國 (44.2%) | 🇺🇸 美國 (72.2%) |
| 每月直接造訪 | 19.14萬 | 237 |
| 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.
獨立的人工智慧、機器學習與資料科學研究及工程顧問
針對通用工具無法解決的難題，客製演算法與模型，涵蓋電腦視覺、推薦系統等方向。
結構化的構思、原型、整合三步法，協助研究型專案在全面推展前控制風險。
產品包括用於語意閱讀與知識圖譜建構的 SemaReader，以及用於相似度檢索的向量資料庫 SemaDB。
圍繞具體業務目標進行資料分析、異常偵測與預測建模。
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。
專項更強打造、模擬、評估並監控能自我改進的 AI 代理
專項更強Provides LLM evaluation and testing workflows, but lacks Scale's massive human-in-the-loop data labeling services.
為企業打造 RegTech、生物辨識與金融科技產品的 AI 驅動軟體集團
