Adobe Photoshop

I tested Adobe Photoshop as the professional image editor with AI features (Generative Fill plus Generative Expand plus Remove plus Neural Filters) for product photography plus marketing creative comparing it to Adobe Firefly S167, Picsart S177, and Affinity Photo. Photoshop has been the image editing head-term since 1990 with 2026 AI features layered on the existing Creative Cloud stack, so the question was whether the AI additions justify the Creative Cloud price (23 USD per month single app) against newer pure-AI alternatives.

What worked best was Generative Fill combined with the existing manual control depth. Selecting an area plus typing a prompt produced 3 variations in roughly 10 seconds with cleanup quality matching or exceeding standalone AI tools - the model is fine-tuned for commercial photography use cases (object removal, background extension, prop addition) where general-purpose tools like DALL-E 3 produce more variable results. Generative Expand for canvas extension worked seamlessly on architectural plus landscape photos where I needed wider aspect ratios for hero banners. Remove tool (formerly Content-Aware Fill plus Healing) cleaned up tourists from travel photos plus power lines from real estate shots in 2 to 5 seconds per fix. Neural Filters for portrait retouching (Smart Portrait, Skin Smoothing, Style Transfer) layered AI on top of manual masks. Commercial license for AI outputs (Firefly-trained on Adobe Stock plus licensed content) eliminates the legal risk that some open-model tools carry.

What broke or surprised: subscription-only model with no perpetual license remains the biggest objection (23 USD per month single app, 60 USD per month full Creative Cloud). AI generation credits cap on the standard plan (1000 per month) - heavy use hits the cap mid-month and pushes upgrades. Learning curve for manual features that AI does not replace (color grading, advanced selection, layer styles) remains steep for new users. Performance on 30 plus megapixel files lagged on a 16GB MacBook compared to Affinity Photo. AI artifacting still appears occasionally on complex backgrounds requiring manual cleanup.

Verdict in cohort: Adobe-Photoshop for professional creative work where commercial license plus manual control depth plus AI integration in one tool are the load-bearing requirements. Adobe-Firefly S167 for AI-only generation when manual editing is not needed (cheaper standalone). Picsart S177 for mobile-first social creators who skip pro features. Leonardo-AI S164 for creative AI variations outside the Adobe ecosystem. Affinity Photo for one-time-purchase users avoiding subscription. Pick Photoshop when the deliverable goes through a commercial client review.