Cross-platform app development allows for building apps that can run on multiple platforms using a single codebase, whereas hybrid mobile app development combines web technologies with native elements to create apps that function across platforms. The choice between them depends on factors like performance, time-to-market, budget, platform-specific features, and the target audience's preferences.