Scalebrowser vs. Gaffa

Scalebrowser offers a self-hosted framework specifically crafted for AI agents that need to execute real tasks. Each distinct profile ensures a consistent identity, including cookies, passkeys, memory, and assigned tasks, maintaining this continuity through system restarts or device changes. By leveraging a customized Chromium engine and genuine local GPU resources, it facilitates human-like interactions and adeptly manages challenges such as captchas, email and SMS verification codes, and TOTP. Furthermore, it provides browser-level prompt control, allowing agents to navigate obstacles that usually hinder conventional automation tools. Users have the flexibility to connect via multiple methods, including MCP, REST, Node.js, Python, or direct CDP, allowing for seamless integration. This exceptional functionality equips AI agents to operate effectively in environments that are typically resistant to automation efforts, enhancing their overall efficiency and adaptability. Moreover, the system's design ensures that it can evolve alongside user needs, making it a robust solution for various automation challenges.

Gaffa is an API for web scraping and browser automation that gives developers control over real, full browsers with a single request, no headless-browser setup, proxy management, or infrastructure scaling required. Pages render with full JavaScript support by default, matching exactly what a real user would see. The platform covers the full range of automation needs: scraping, AI-powered data extraction into structured JSON using custom schemas, full-page screenshots, PDF export, infinite-scroll scraping, automated form filling, and converting webpages into clean Markdown for AI and LLM workflows. Reliability is built in through a rotating residential proxy network and automatic CAPTCHA and anti-bot handling, so requests succeed even against protected sites. Pricing follows a transparent, credit-based model tied to browser execution time and bandwidth, making costs predictable as usage scales. Gaffa is aimed at AI engineers, data-driven teams, and developers who need dependable, large-scale web data without the overhead of running their own scraping infrastructure.