Scale 每月有 616,915 次造訪，月增率 +12.5%，定價模式為需聯絡報價。TestFit 每月有 56,871 次造訪，成長率 -14.9%，定價模式為付費、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 | testfit.io |
| 定價模式 | 需聯絡報價 | 付費、需聯絡報價 |
| 每月造訪次數 | 61.69萬 (616,915) | 5.69萬 (56,871) |
| 月流量變化量 | +6.87萬 (+12.5%) | -9930 (-14.9%) |
| 主要市場與市佔 | 🇺🇸 美國 (44.2%) | 🇺🇸 美國 (47%) |
| 每月直接造訪 | 19.14萬 | 3.03萬 |
| 使用者評分 | 4.7 | 4.4 |
| 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.
自動產生基地規劃，數小時而非數週完成開發評估
標定任意地塊或繪製自訂邊界，接著產生可建方案，道路配置、迴轉半徑與地形均已處理，避免後期重工。
產生最佳的平面與立體停車配置，設定自訂車位與車道，並在無需手繪的情況下驗證車位配比。
疊加地塊、環境與分區資料，建立含挖填分析的 3D 地形，並在設計假設定案前核查電力與市政管線。
將財務模型直接與設計相連，即時同步損益數字，並可匯入你自己的 Excel 範本，判斷開發案是否成立。
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。
免費 / 開源為每個家居專案提供 AI 室內設計、平面圖與 3D 模型
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MeltFlex AI is an AI home design tool that turns a photo of your room into a photorealistic redesign in about 20 seconds. You upload a picture, pick a style, and the result places real, shoppable furniture from retailers like IKEA, Amazon and Wayfair at true scale.
免費 / 開源MeltFlex AI is an AI home design tool that turns a photo of your room into a photorealistic redesign in about 20 seconds. You upload a picture, pick a style, and the result places real, shoppable furniture from retailers like IKEA, Amazon and Wayfair at true scale.
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.
