Trillian is a multi-protocol instant messaging app that offers a unified messaging experience across various platforms, while Zulip stands out with its unique threaded conversations, making it ideal for team collaboration. Both have their strengths and weaknesses, with Trillian focusing on versatility and Zulip emphasizing organization and integration.