Olive Video Editor is an open-source, cross-platform tool that provides powerful non-linear editing features suitable for advanced users, while VideoPad Video Editor is more user-friendly with a focus on casual editing and built-in effects but lacks some advanced functionalities. Both have their strengths, with Olive targeting more experienced editors and VideoPad catering to beginners.