A play-around test in Detox involves randomly interacting with the app to verify that basic functionalities work as expected. It is less structured and covers general usage scenarios. A happy path test, on the other hand, follows a specific user workflow from start to finish, ensuring that the most important and commonly used features of the app work correctly without errors.