Skipfish is a fast and efficient tool primarily for active scanning with a user-friendly interface, making it suitable for quick assessments. In contrast, Zed Attack Proxy offers a more comprehensive solution with both active and passive scanning capabilities, extensive reporting features, and strong community support, but may be more complex for beginners.