Adobe Photoshop is a powerful tool primarily designed for photo editing and graphic design, offering extensive features including vector support and advanced layer management. In contrast, ArtRage specializes in natural painting techniques and is more user-friendly for artists, making it ideal for those focused on illustration and digital painting.