Midjourney alternatives: choose an image workflow you can finish
Evidence date: 2026-10-07

Decision criteria
Current credits, model-specific terms and the required export.

Editorial evaluation scenario
Fictional brief: a ceramic mug with one handle, on a plain blue surface. No text or extra accessories.
Count handles and check the shape at full resolution. Reserve campaign copy for a separate editable layer so a later date or offer change does not require regenerating the whole picture.
Current credits, model-specific terms and the required export.

Input / draft / final edit
Fictional brief: a ceramic mug with one handle, on a plain blue surface. No text or extra accessories.
A mug has two handles and a decorative label.
Acceptance specification: one visible handle; blue surface; no label; retain empty space for separately typeset copy.

Before buying
Adobe Firefly
Documented: Adobe publishes Firefly feature and usage guidance.
Check: Current credits, model-specific terms and the required export.
Manual or conventional route
Documented: Use stock imagery or a photographer when an exact real product must be represented.
Check: Editorial workflow advice; this is not a measured comparison or vendor performance claim.

Official sources
https://helpx.adobe.com/firefly/get-set-up/learn-the-basics/adobe-firefly-faq.html

Record your own test: selected plan, date, input, output, corrections, export and total cost. This sheet does not claim a vendor test.