Spark is a feature-rich messaging platform that excels in team collaboration and offers video and voice calling, while qutIM is a lightweight, open-source client that supports multiple protocols but lacks some advanced features. Users looking for a comprehensive team communication tool may prefer Spark, whereas those seeking a customizable and efficient messaging solution might opt for qutIM.