免費 / 開源在本機或雲端執行與打造開源 AI 模型
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。Vana 每月有 5,701 次造訪,成長率 -45.5%,定價模式為免費。

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。

讓使用者擁有並授權 AI 所用資料的開放資料基礎設施
使用者透過開源連接器從已在使用的服務中蒐集資料,資料始終保存在自己的裝置或自己控制的加密儲存中。
本地執行的存取引擎對資料加密,僅在存在有效鏈上許可時釋出資料,每次讀取都會寫入可審查的存取紀錄。
安裝 @opendatalabs/vana-sdk 即可請求使用者批准的資料、從個人伺服器讀取,並從應用託管餘額結算協定費用。
群體可匯集資料用於隱私保護的運算任務,讓 AI 使用貢獻資料而不暴露原始紀錄。
免費 / 開源在本機或雲端執行與打造開源 AI 模型
免費 / 開源ModelScope (魔搭社区) is an open-source AI community and model service platform that hosts thousands of pretrained models, datasets, and ready-to-run demos, backed by Alibaba Cloud infrastructure.
免費 / 開源ModelScope (魔搭社区) is an open-source AI community and model service platform that hosts thousands of pretrained models, datasets, and ready-to-run demos, backed by Alibaba Cloud infrastructure.
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。
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.
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.
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。