Adobe Photoshop is a professional-grade graphic design software that offers extensive features, including advanced layer support and 3D capabilities, making it suitable for industry professionals. In contrast, Sumo Paint is a simpler, browser-based tool designed for casual users, providing a user-friendly interface but lacking the depth and complexity of Photoshop.