Slack is a feature-rich collaboration tool that excels in integrations and user interface customization, making it suitable for large teams and enterprises. In contrast, Flowdock offers a simpler, more focused experience, particularly beneficial for development teams and smaller organizations that prioritize real-time collaboration.