stagehandvssplash
Stagehand is an AI-powered browser automation framework for JavaScript and TypeScript, built by Browserbase. It provides a simple API for controlling browsers using natural language instructions, powered by large language models.
Stagehand offers three core primitives:
- act()
Performs actions on the page described in natural language. For example,
page.act("click the login button")will find and click the appropriate element. - extract() Extracts structured data from the page based on a natural language description and an optional schema definition.
- observe() Analyzes the current page state and returns actionable elements and their descriptions, useful for understanding what actions are available on a page.
Key features include:
- TypeScript-first Built with full TypeScript support and type-safe extraction using Zod schemas.
- Multiple LLM providers Works with OpenAI, Anthropic, and other LLM providers for powering the AI.
- Vision and DOM analysis Combines visual screenshot analysis with DOM inspection for robust element identification.
- Playwright integration Uses Playwright as the browser automation backend, giving access to the full Playwright API alongside AI-powered actions.
- Browserbase cloud Optionally integrates with Browserbase cloud for managed browser infrastructure.
Stagehand is particularly suited for automating complex web workflows where traditional selectors would be fragile, such as interacting with frequently changing UIs or scraping sites with dynamic layouts.
Splash is a javascript rendering service with an HTTP API. It's a lightweight browser with an HTTP API, implemented in Python 3 using Twisted and QT5.
It is built on top of the QtWebkit library and allows developers to interact with web pages in a headless mode, which means that the web pages are rendered in the background, without displaying them on the screen.
splash is particularly useful for web scraping and web testing tasks, as it allows developers to interact with web pages in a way that is very similar to how a human user would interact with the browser.
It also allows you to execute javascript and interact with web pages even if they use heavy javascript.
Unlike Selenium or Playwright, splash is powered by webkit embedded browser instead of a real browser like Chrome or Firefox. As a down-side splash requests are easy to detect and block when scraping websites with anti-scraping features.
One benefit of splash is that it seemlesly integrates with Scrapy.