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头对头基准测试
Airtop vs Scalebrowser
Airtop: 提供云端浏览器自动化 API，并将自然语言翻译成确定性代码，非常适合开发人员代理工作流程。 Airtop 记录了 16,880 月访问量，月度环比增长为 -37.7%，定价为免费增值。Scalebrowser 记录了 161,955 月访问量，增长率为 +212.7%，定价为免费试用，付费。
Airtop: 提供云端浏览器自动化 API，并将自然语言翻译成确定性代码，非常适合开发人员代理工作流程。 Airtop 记录了 16,880 月访问量，月度环比增长为 -37.7%，定价为免费增值。Scalebrowser 记录了 161,955 月访问量，增长率为 +212.7%，定价为免费试用，付费。
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.
| 维度 / 指标 |  | |
|---|---|---|
| 官方域名 | airtop.ai | scalebrowser.net |
| 定价模式 | 免费增值 | 免费试用，付费 |
| 月访问量 | 1.69万 (16,880) | 16.2万 (161,955) |
| 月度环比流量变化 | -1.02万 (-37.7%) | +11.02万 (+212.7%) |
| 主要市场与份额 | 🇺🇸 美国 (71.8%) | 🌐 全球 (—) |
| 直接访问 / 月 | 4280 | 6.52万 |
| 用户评分 | 4.4 | 4.7 |
| 支持的平台 | 网站 | 网站 |
用自然语言描述工作流，部署确定性的网页智能体
用对话方式描述工作流，Airtop 会构建、测试并把它编译成可复用、像软件一样运行的自动化代码。
通过像人一样登录、填表、下载文档，触达没有 API 的门户和遗留系统，并原生支持验证码破解与内置代理。
连接 HubSpot、Google Ads、Google Sheets、Gmail、Slack、Airtable 等，或把 API 密钥安全存入 Airtop 保险库，立即使用 REST 与 GraphQL 端点。
按计划或触发器运行自动化，页面变化时损坏的运行能自我修复，而不是静默失败。
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.
专项更强A massive cloud web scraping and automation marketplace, though it lacks Scalebrowser's focus on persistent isolated profiles.
无需代码，构建自定义 AI 智能体与工作流
免费 / 开源一款免费的 Chromium 浏览器，专为在本地执行并行 AI 网页自动化与爬虫任务而优化。
Gumloop is a no-code AI agent and automation platform where teams build agents that connect to their tools, browse the web, and complete real business tasks.
Gumloop is a no-code AI agent and automation platform where teams build agents that connect to their tools, browse the web, and complete real business tasks.
使用无代码云端 AI 代理建立并执行自主网页爬虫管道，而不是使用受管理的持久性浏览器配置文件。
使用无代码云端 AI 代理建立并执行自主网页爬虫管道，而不是使用受管理的持久性浏览器配置文件。
免费 / 开源使用基于视觉的 AI 代理来自动化复杂的网页工作流程和表单填写，而不依赖静态浏览器配置文件。
提供防检测的多账号配置文件和内置 AI 智能体，高度契合 Scalebrowser 的隔离会话自动化。
提供防检测的多账号配置文件和内置 AI 智能体，高度契合 Scalebrowser 的隔离会话自动化。
