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正面對決基準比較
Apify vs Scale
Apify 每月有 4,147,762 次造訪，月增率 +3.9%，定價模式為免費增值、需聯絡報價。Scale 每月有 616,915 次造訪，成長率 +12.5%，定價模式為需聯絡報價。
Apify 每月有 4,147,762 次造訪，月增率 +3.9%，定價模式為免費增值、需聯絡報價。Scale 每月有 616,915 次造訪，成長率 +12.5%，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.
| 主要市場與市佔 | 🇺🇸 美國 (22.2%) | 🇺🇸 美國 (44.2%) |
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| 每月直接造訪 | 181.64萬 | 19.14萬 |
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| 使用者評分 | 4.6 | 4.7 |
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| 支援平台 | 網站 | 網站 |
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一站式雲端平台，執行大量現成網頁擷取工具與 AI 代理
超過十萬個現成擷取器與自動化工具，涵蓋社群媒體、地圖商家、電商、房地產與通用網頁爬取。
把 Apify Actor 直接接進 AI 助手與代理，讓它們能搜尋商店、執行爬蟲，並以工具呼叫取得結構化結果。
平台內建代管代理輪換與反封鎖能力，目標網站加強防護時擷取仍能穩定運作。
開源爬蟲函式庫加上 Python、JavaScript SDK，可用 Playwright、Puppeteer、Selenium 或 Cheerio 打造自訂 Actor。
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.
免費 / 開源透過 API 提供直接對應 LLM 的 Markdown 轉換，但缺乏 Apify 豐富的現成爬蟲市集。
#3專項更強Automates complex business workflows with AI agents, but is less specialized for raw large-scale web scraping actors.
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.
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Automates complex business workflows with AI agents, but is less specialized for raw large-scale web scraping actors.
專項更強高度專注於現成的社群媒體自動化與潛在客戶開發工作流程，而非一般的網頁擷取。
專項更強Focuses on post-deployment LLM observability and evaluation rather than training data generation or annotation.
