Zepto.js is a lightweight and minimalistic JavaScript library primarily designed for fast mobile web applications, while Ext JS is a comprehensive framework that provides a rich set of UI components and tools for building complex web applications. The choice between them depends on the project requirements, with Zepto.js being suitable for simpler, mobile-first projects, and Ext JS being ideal for enterprise-level applications.