Prolific 每月有 18,697,671 次造訪，月增率 -1.8%，定價模式為付費。Scalebrowser 每月有 161,955 次造訪，成長率 +212.7%，定價模式為免費試用、付費。
Scalebrowser is a desktop browser platform built specifically for AI agents. It gives each agent its own isolated browser profile with a persistent identity, so automations can stay signed in between runs instead of starting from a blank session every time. Agents connect over MCP, Python and Node SDKs, a REST API or direct CDP, and every tool call is captured as a step with a result and a screenshot.
| 面向／指標 | | |
|---|---|---|
| 官方網域 | prolific.com | scalebrowser.net |
| 定價模式 | 付費 | 免費試用、付費 |
| 每月造訪次數 | 1869.77萬 (18,697,671) | 16.2萬 (161,955) |
| 月流量變化量 | -35.2萬 (-1.8%) |
| +11.02萬 (+212.7%) |
| 主要市場與市佔 | 🇺🇸 美國 (48.8%) | 🌐 全球 (—) |
|---|
| 每月直接造訪 | 1297.97萬 | 6.52萬 |
|---|
| 使用者評分 | 4.6 | 4.7 |
|---|
| 支援平台 | 網站 | 網站 |
|---|
為 AI 訓練、評估與研究提供高品質人類資料
依詳細的人口統計、職業與行為條件篩選參與者，觸達小眾或具代表性的樣本，而非泛泛的人群。
採集用於模型微調的人類偏好資料，執行安全性評估與紅隊測試，並透過回饋 API 把人工環節接入自動化流程。
注意力檢驗、誠實度篩查與審批流程，協助你在分析結果前剔除敷衍或欺詐性回答。
發布研究後能迅速開始收集回答，工具支援篩選條件、配額設定與縱向研究設計。
Scalebrowser is a desktop browser platform built specifically for AI agents. It gives each agent its own isolated browser profile with a persistent identity, so automations can stay signed in between runs instead of starting from a blank session every time. Agents connect over MCP, Python and Node SDKs, a REST API or direct CDP, and every tool call is captured as a step with a result and a screenshot.
Each profile is generated from a seed so its identity, cookies and logins persist across restarts, and sites see the same returning visitor rather than a new device.
One browser per profile means separate logins, cookies and devices that share nothing, making multi-account automation safe to run in parallel.
Agents get through username and password forms, email confirmation codes, TOTP and SMS two-factor codes, passkeys and permission prompts without stalling.
Press-and-hold, image grid, slider and rotation captchas are solved through human-like input rather than third-party solving keys.
專項更強A massive cloud web scraping and automation marketplace, though it lacks Scalebrowser's focus on persistent isolated profiles.
專項更強SuperAnnotate is an AI data platform that combines a collaborative multimodal annotation editor, an expert data-operations team, and the orchestration layer needed to move curated datasets into training, evaluation, and production pipelines. It is aimed at teams building computer vision, NLP, audio, and generative AI systems who need reliable, high-quality ground truth at scale.
專項更強提供用於專業研究已驗證的 B2B 專業人士與醫療專家，但缺乏廣泛的一般大眾學術調查小組。
免費 / 開源Open-source data labeling and evaluation platform for AI workflows, but requires bringing your own annotation workforce.
使用無程式碼雲端 AI 代理建立並執行自主網頁爬蟲管線，而不是使用受管理的持久性瀏覽器設定檔。
專項更強SuperAnnotate is an AI data platform that combines a collaborative multimodal annotation editor, an expert data-operations team, and the orchestration layer needed to move curated datasets into training, evaluation, and production pipelines. It is aimed at teams building computer vision, NLP, audio, and generative AI systems who need reliable, high-quality ground truth at scale.
免費 / 開源一款免費的 Chromium 瀏覽器，專為在本地端執行平行 AI 網頁自動化與爬蟲任務而最佳化。
免費 / 開源Open-source data labeling and evaluation platform for AI workflows, but requires bringing your own annotation workforce.
使用無程式碼雲端 AI 代理建立並執行自主網頁爬蟲管線，而不是使用受管理的持久性瀏覽器設定檔。
