Gulp differs from other build tools in its approach to task automation. Unlike other build tools that use XML or other configuration files, Gulp uses JavaScript code to define and run tasks. This makes it easier to use and understand for developers who are familiar with JavaScript. Additionally, Gulp has a smaller overhead and faster performance compared to other build tools.