Ansible ad-hoc commands are used for executing quick, one-time tasks on remote hosts without the need to write a playbook. Ad-hoc commands are useful for tasks like checking system information, running simple commands, or gathering facts. In contrast, playbooks are used for more complex automation scenarios where multiple tasks need to be orchestrated. Playbooks provide better organization, reusability, and are suitable for managing infrastructure configurations.