Stay with the benchmark
Recraft should stay the benchmark when it still solves the real buying job, not just because it has the highest score on a generic feature list.
You need native vector output or vectorization for logos, icons, and other scalable brand assets. Mockup generation is part of the same workflow, not a separate handoff step.
You want reusable brand styles and fast iteration inside one design-centric canvas. In that case, the switching cost is larger than the likely gain from a specialist replacement.
When to switch
Switch when the gap is specific enough to test in a normal workweek, not when another product simply looks stronger in isolation. Move to Adobe Firefly if your team already works in Photoshop or Adobe Express and wants AI outputs to flow into editable production files.
Move to Ideogram if text-heavy visuals, posters, and social ads matter more than vector export. Move to Midjourney if the job is art direction, concept exploration, or hero-image quality rather than asset operations.
Move to Leonardo AI if you want deeper reference controls, Realtime Canvas, and model-flexible experimentation. The strongest switching case is tied to a real workflow constraint, not to a generic feature list.
How to read the shortlist
Read the shortlist as routing by use case, not as a second ranking article. The structured matrix above already carries the scores, prices, tradeoffs, and migration effort.
Use Adobe Firefly for adobe-centric teams that need AI images to turn into editable marketing and brand assets. Firefly combines vector generation, collaborative Boards, and Adobe app handoff, so it is the closest replacement for buyers who need workflow depth rather than only strong image output. Use Ideogram for typography-heavy posters, ads, social creative, and brand visuals. Ideogram pairs strong text rendering with Canvas, Editor, Style Reference, and color controls, which makes it excellent for fast composition work and polished flat assets.
Keep Midjourney in the shortlist when art direction, concept exploration, and standout hero imagery matters more than staying with Recraft. Midjourney is still image-first rather than design-file-first, so logos, vectors, and repeatable mockup workflows usually require more finishing work elsewhere. Keep Leonardo AI in the shortlist when control-heavy teams that want model variety, references, and guided generation matters more than staying with Recraft. The platform is broader and less opinionated around design assets, which can make day-to-day brand production feel less streamlined.
The right answer is the candidate that removes the bottleneck that made you look beyond Recraft, not the one with the broadest feature list on paper.
Final selection method
I prioritized output format, post-generation editing depth, brand consistency controls, mockup readiness, and how easily each tool moves from idea to production asset.
Remove any option that fails budget, platform, governance, privacy, or handoff constraints before judging output quality. Then run a short trial with one or two candidates using the same assets, prompts, files, or collaboration pattern that triggered the search.
If two tools are close, choose the one that creates the smallest daily workflow change for the people who will use it.