# Scale 依據 OpenAITools.app 於 2026-11-11 查驗的觀測資料，Scale（scale.com）是收錄於 AI Agent 的 AI 平台，每月產生 61.69萬 次造訪，月流量變化量為 +6.87萬（+12.5%）。其主要地理市場為 美國（流量佔比 44.2%），並採用 需聯絡報價 定價模式。 依每月流量計算的主要競爭替代方案包括 Salesforce Agentforce（原 Einstein）（每月 1.12億 次造訪）, Hostinger AI 建站工具與主機（每月 5453.42萬 次造訪）, Muse（每月 4575.18萬 次造訪）。 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. ## 主要觀測資料與規格 | 指標 | 數值 | | :--- | :--- | | 工具名稱 | Scale | | 代稱 | scale | | Status | active | | Origin | official | | Maintenance | active | | 官方網域 | scale.com | | 網站網址 | https://scale.com | | 分類 | AI 開發者工具, Large Language Models (LLMs), AI 模型, AI Agent, AI 文字生成器, AI 研究工具 | | 定價模式 | 需聯絡報價 | | 每月造訪次數 | 616,915 | | 月流量變化 | 68,685 | | 月成長率 | +12.5% | | 主要市場 | 美國 | | 市佔率 | 44.2% | | 直接造訪 | 191,408 | | 自然搜尋造訪 | — | | 社群造訪 | — | | 推薦流量造訪 | 47,357 | | 電子郵件造訪 | 6,334 | | 評論分數 | 4.7 | | 收藏數 | 3 | | 支援平台 | 網站 | | 帳務平台 | | | 屬性 | 功能: 網站; 價格: 需聯絡報價 | | 標籤 | AI 訓練資料, 資料標記, 生成式 AI, 模型評估, RLHF, AI 安全, 基礎模型, 企業級 AI, 資料引擎, LLM 評估 | ## 總覽 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. ## 價格與方案 Contact for pricing. Scale does not publish rates; engagements are scoped through a sales conversation and depend on data volume, services and programme complexity. ## 關鍵功能與能力 - **Data Engine:** Human-sourced and expert-annotated training data, including specialist contributors with advanced degrees, at the quality bar frontier labs require. - **Model evaluation & benchmarks:** Public leaderboards plus private benchmarks that test model capability and safety for the most ambitious AI developers. - **Enterprise AI applications:** Platform and services teams that pick the right use case, build the system and take ownership of the outcome. - **Agentic deployment:** Agentic systems designed around measurable business outcomes across private equity portfolios, energy and healthcare operations. - **Domain expertise:** Programmes spanning healthcare, robotics, defence, public sector and enterprise with human oversight built in. ## 主要使用情境 - **Training data for foundation models (AI researcher):** Source expert-annotated training and preference data to fine-tune or align a model to a high quality bar. - **Independent model evaluation (ML platform lead):** Run private benchmarks and expert evaluations to compare model versions before and after a release. - **Enterprise AI deployment (Enterprise transformation lead):** Move past stalled pilots by scoping a concrete use case, building the system and measuring the outcome. - **Defence and public sector intelligence (Public sector analyst):** Turn large volumes of sensitive records and imagery into structured, decision-ready material. ## 優勢 - Backed by a long track record in training data and model evaluation. - End-to-end coverage from data sourcing through to deployed systems. - Experienced with regulated, classified and safety-critical environments. - Benchmarks and leaderboards give an independent view of model capability. - Strong enterprise and public sector reference customers. ## 限制 - No public pricing or self-serve signup - you need a sales conversation to get started. - Enterprise-scale contracting and data operations require real internal commitment. - Overkill for small teams with modest data or evaluation needs. - Some projects involve sensitive government and defence work with strict compliance overhead. ## 常見問題 ### How much does Scale cost? Scale does not publish a price list. Engagement is handled through a sales process, with scope, volume and services determining the cost. Book a demo or contact the team to get a quote. ### What is Scale's Data Engine? Its Data Engine provides human-sourced and expert-annotated training data, RLHF and preference data, plus data foundry services for teams building or fine-tuning models. ### Does Scale work with governments? Yes. Scale works with government and public sector organisations, including classified and national security programmes, alongside private enterprise customers. ### Does Scale offer model evaluation? Yes. Scale runs public leaderboards and private benchmarks used to compare and improve model capability, alongside evaluations for safety and expert-level domain performance. ### Can Scale help me deploy an AI system, not just train one? Yes. Scale's platform offering supports building and deploying production AI systems, including agentic systems for enterprise use cases, rather than stopping at data supply. ### Scale 的每月流量與成長趨勢為何？ Scale 目前每月有 61.69萬 次造訪，月流量變化為 +6.87萬（成長率 +12.5%）。其主要來源市場為 美國（佔比 44.2%），其中包含每月 19.14萬 次直接造訪與每月 — 次自然搜尋造訪。 ### Scale 是免費的嗎？其定價模式為何？ Scale 採用 需聯絡報價 定價模式。Contact for pricing. Scale does not publish rates; engagements are scoped through a sales conversation and depend on data volume, services and programme complexity. 支援的帳務與結帳平台包括：未列出。 ### 2026 年最佳的 Scale 替代方案有哪些？ 依據 OpenAITools.app 的分類流量與功能契合度，Scale 的前五大替代方案為：1. Salesforce Agentforce（原 Einstein）（每月 1.12億 次造訪）; 2. Hostinger AI 建站工具與主機（每月 5453.42萬 次造訪）; 3. Muse（每月 4575.18萬 次造訪）; 4. HubSpot Breeze AI 與 Agent Hub（每月 4409.95萬 次造訪）; 5. Jotform AI Agents（每月 4309.05萬 次造訪）。 ### Scale 支援哪些平台與核心 AI 能力？ Scale 分類於 AI Agent, Large Language Models (LLMs), AI 開發者工具, AI 文字生成器，支援以下平台：網站，其核心能力標籤包括：AI 訓練資料, 資料標記, 生成式 AI, 模型評估, RLHF, AI 安全。 ## 替代方案 | 工具名稱 | 每月造訪次數 | 定價模式 | 比較 | | :--- | :--- | :--- | :--- | | [Salesforce Agentforce（原 Einstein）](https://openaitools.app/tw/tool/salesforce-einstein) | 111,910,743 | 免費增值 | [比較](https://openaitools.app/tw/compare/salesforce-einstein-vs-scale) | | [Hostinger AI 建站工具與主機](https://openaitools.app/tw/tool/hostinger-1-click-openclaw) | 54,534,226 | 付費 | [比較](https://openaitools.app/tw/compare/hostinger-1-click-openclaw-vs-scale) | | [Muse](https://openaitools.app/tw/tool/muse-ai-1) | 45,751,822 | 需聯絡報價 | [比較](https://openaitools.app/tw/compare/muse-ai-1-vs-scale) | | [HubSpot Breeze AI 與 Agent Hub](https://openaitools.app/tw/tool/hubspot-com) | 44,099,502 | 免費增值 | [比較](https://openaitools.app/tw/compare/hubspot-com-vs-scale) | | [Jotform AI Agents](https://openaitools.app/tw/tool/jotform-ai-agents) | 43,090,495 | 免費增值 | [比較](https://openaitools.app/tw/compare/jotform-ai-agents-vs-scale) | | [Venice AI](https://openaitools.app/tw/tool/venice-ai) | 25,088,401 | 免費增值 | [比較](https://openaitools.app/tw/compare/scale-vs-venice-ai) | | [Cursor](https://openaitools.app/tw/tool/cursor) | 23,297,751 | 免費增值 | [比較](https://openaitools.app/tw/compare/cursor-vs-scale) | | [Manus](https://openaitools.app/tw/tool/manus) | 19,195,779 | 免費試用 | [比較](https://openaitools.app/tw/compare/manus-vs-scale) | | [Claude](https://openaitools.app/tw/tool/claude-3) | 18,695,610 | 免費增值、需聯絡報價 | [比較](https://openaitools.app/tw/compare/claude-3-vs-scale) | | [Google Antigravity](https://openaitools.app/tw/tool/google-antigravity) | 16,054,109 | 免費增值 | [比較](https://openaitools.app/tw/compare/google-antigravity-vs-scale) | | [Workable](https://openaitools.app/tw/tool/workable) | 10,780,627 | 免費試用、付費 | [比較](https://openaitools.app/tw/compare/scale-vs-workable) | | [Replit](https://openaitools.app/tw/tool/replit) | 10,016,437 | 免費增值、付費 | [比較](https://openaitools.app/tw/compare/replit-vs-scale) | --- 來源：https://openaitools.app/tw/tool/scale