A raster image editor with layers, masks, and filters is decades of deep, specialized engineering — color management, non-destructive editing, and performance on huge files, all at once. This sits alongside Figma as one of the clearest 'don't even try' cases on the register.
VIBE SCORE 67/100
A moderate score above just means the individual parts are buildable — it isn't a build/buy recommendation on its own. Here's the actual reason this one's still JUST PAY:
The parts this build actually needs, each rated on its own — the average is the Vibe Score above.
| Landing page | 99 |
| File uploads | 87 |
| Custom canvas/rendering engine | 15 |
Two real costs, not just "free": the AI agent's own usage, and hosting once it's running. Both are estimated from this app's own effort rating and component list — see the assumptions on the method page.
| AI agent — with a subscription (Claude Pro/Max, Cursor, etc.) | $0 marginal |
| AI agent — pay-per-use API, no subscription | $86–$172 one-time |
| Hosting, once it's running | $0/mo (free tier) |
| Domain name, if you want your own | ~$12/yr |
Adobe Photoshop costs $22.99/mo. Even paying per-token with no subscription, and accounting for hosting, this build pays for itself in about 8 months.
Don't feel like building it? These are already made, open-source, and free.
Just pay. A raster image editor with layers, masks, and filters is decades of deep, specialized engineering — color management, non-destructive editing, and performance on huge files, all at once. This sits alongside Figma as one of the clearest 'don't even try' cases on the register.
Adobe Photoshop costs $22.99/mo (about $276/yr) as of 2026-08. That's what a working rebuild would save you.
Non-destructive editing across dozens of adjustment layers, masks, and smart objects is a rendering-pipeline problem, not a feature list Color management (consistent color across devices and print) is a specialist field on its own Performance on multi-gigabyte files with GPU acceleration is systems engineering most solo builds never touch
Yes — GIMP, Photopea are open-source options worth trying before you build your own. Details are in the standard parts section on this page.
Curated sets Adobe Photoshop appears in.
Closest matches on the register — ranked by the build parts they share with Adobe Photoshop, not just by category.
Browse all design tools · every comparison · how scoring works · the full register
An occasional email when new apps get reviewed — the verdict, the effort, and what changed. No tracking pixels, no drip sequence, one click to leave.