Labelbox 每月有 762,803 次造訪，月增率 -22.8%，定價模式為需聯絡報價。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 | labelbox.com | scalebrowser.net |
| 定價模式 | 需聯絡報價 | 免費試用、付費 |
| 每月造訪次數 | 76.28萬 (762,803) | 16.2萬 (161,955) |
| 月流量變化量 | -22.52萬 (-22.8%) | +11.02萬 (+212.7%) |
| 主要市場與市佔 | 🇺🇸 美國 (21.9%) | 🌐 全球 (—) |
| 每月直接造訪 | 37萬 | 6.52萬 |
| 使用者評分 | 4.4 | 4.7 |
| 支援平台 | 網站 | 網站 |
前沿 AI 訓練所用的環境，以及負責例行工作的代理
涵蓋視覺、語言與生成任務的結構化標註、資料策展、模型評估與人機協作審閱，是訓練與評估資料的基礎。
Recursion 代理會從建置、告警、提交、檢查點與排程自動啟動，並在背景持續工作直到任務完成可審查。
專業代理涵蓋軟體工程、可靠性、資安、ML 研究、評估、研發、產品與財務，從修復不穩定測試到撰寫事故檢討草稿。
每次執行都由評分代理打分，評分後的工作階段留下記憶、筆記與技能，供下一次執行前讀取。
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.
專項更強簡化從標註到模型部署的端到端電腦視覺工作流程，但缺乏 Labelbox 的一般企業代理編排功能。
提供強大的多模態標註與工作流程自動化，並為電腦視覺團隊提供更直觀的資料策展管線。
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。
專項更強在互聯環境中追蹤、評估並交付 AI 模型與代理。
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。
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。
