FireAlpaca is a free, user-friendly digital painting application ideal for beginners and casual artists, while Adobe Photoshop is an industry-standard tool offering advanced photo editing and graphic design features, albeit at a higher cost. The choice between the two largely depends on the user's needs: FireAlpaca for painting and ease of use, and Photoshop for comprehensive editing and professional capabilities.