Pick an image generator by how you want to work.
The prettiest demo is not always the best tool. Compare instruction following, editing precision, consistency and cleanup on the type of image you actually make.
Good fit when you want to generate, discuss and revise an image through natural-language feedback.
Tool guideGood fit for image-first ideation, style exploration and visual composition.
Tool guideWorth considering when generated assets need to flow into a broader Adobe creative process.
Official site ↗Worth considering when still-image creation is part of a broader generative-video workflow.
Video guideDecision table
| Use case | Trial first | Measure |
|---|---|---|
| Professional portrait | ChatGPT / Midjourney | Face fidelity, natural skin, composition, revision control |
| Product concept | ChatGPT / Firefly | Material accuracy, packaging, shadows, controlled edits |
| Visual exploration | Midjourney | Composition variety, style quality, iteration speed |
| Creative production | Firefly | How well generation fits the rest of your editing workflow |
| Image-to-video | Runway | Motion control, continuity, cleanup and export workflow |
Pros and tradeoffs
Pros: natural-language revisions and mixed task workflow.
Tradeoff: exact brand or product fidelity still needs careful checking.
Pros: useful for composition, mood and image-first ideation.
Tradeoff: production requirements can demand more deliberate consistency control.
Pros: relevant when generation and downstream editing belong in the same creative process.
Tradeoff: evaluate the generated result itself, not just ecosystem convenience.
Pros: useful when stills need to become moving creative assets.
Tradeoff: video continuity and motion introduce a different set of failure modes.
The protocol is public before the results: five controlled image tasks, documented failure modes and no benchmark winner until the runs are complete.
Open the image benchmark protocolChoose by the image job
Geometry, packaging, materials, shadows and reflections need explicit checks.
Open workflowUse reference-fidelity constraints before changing lighting, setting or style.
Open workflowPrioritize one visual idea, subject separation and crop-safe text space.
Open workflowRun the same test prompt
Before subscribing, use one prompt that reflects your real work: a portrait, product image, poster or branded concept. Run the same job in two tools and compare composition, editing precision, text, consistency and cleanup.