Roboflow 记录了 1,431,204 月访问量，月度环比增长为 +6.6%，定价为免费增值，定价请咨询。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 | roboflow.com | scalebrowser.net |
| 定价模式 | 免费增值，定价请咨询 | 免费试用，付费 |
| 月访问量 | 143.12万 (1,431,204) | 16.2万 (161,955) |
| 月度环比流量变化 | +8.82万 (+6.6%) | +11.02万 (+212.7%) |
| 主要市场与份额 | 🇺🇸 美国 (21.2%) | 🌐 全球 (—) |
| 直接访问 / 月 | 67.65万 | 6.52万 |
| 用户评分 | 4.6 | 4.7 |
| 支持的平台 | 网站 | 网站 |
为物理世界构建、训练并部署计算机视觉
借助前沿模型和自定义过滤器，几分钟内标注数千张图片并整理训练数据集。
组合检测、跟踪和逻辑模块，编排动作、写入数据库并对接工业系统。
在云端或边缘设备上运行高速推理，处理应用所在场景的实时视频与图像。
借助能感知世界、理解正在发生什么并触发动作的智能体快速进入生产。
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.
专项更强Replicate is a cloud API for running, fine-tuning, and deploying machine learning models. Spin up open-source and hosted models — from image, video, and audio generation to speech synthesis, captioning, and LLM inference — with one line of code, or package your own model with Cog and put it behind a production-ready API.
专项更强Replicate is a cloud API for running, fine-tuning, and deploying machine learning models. Spin up open-source and hosted models — from image, video, and audio generation to speech synthesis, captioning, and LLM inference — with one line of code, or package your own model with Cog and put it behind a production-ready API.
免费 / 开源专注于 YOLO 模型系列以进行实时对象检测，而 Roboflow 则提供更广泛的标注和数据集工具。
提供强大的企业级数据标注与策展工作流程，但缺乏 Roboflow 内建的模型训练与边缘端部署管线。
提供强大的企业级数据标注与策展工作流程，但缺乏 Roboflow 内建的模型训练与边缘端部署管线。
结合了企业级机器学习管线所需的标注与数据策展功能，但在边缘模型部署方面需要更多手动设定。
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。
具备适用于实体 AI 数据集的强大多模态数据基础设施，不过相较于 Roboflow，对简单的终端使用者模型部署着墨较少。
免费 / 开源这是一款可自行托管的灵活开源标注工具，但缺乏 Roboflow 用于训练与部署的托管云端基础设施。
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。
