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Image generators — scored

Image tools fail on rights and iteration cost. Hold one brief constant and log edit loops.

Last reviewed: 2026-08-15. Re-run the protocol after major model or pricing changes.

How do you test image generators in 15 minutes?

  1. Write subject, style, must-avoid, and commercial need.
  2. Generate three variants in two tools.
  3. Score likeness to the brief and time-to-usable.
  4. Read the license before you ship a client asset.

What is the scoring rubric?

CriterionWeightHow to score
Brief match1–5Subject and constraints, not vibe.
Commercial rightsGateFail unclear licenses for client work.
Edit loop1–5How fast can you correct one error?
Local controlPass/FailNeeded only if privacy or custom weights matter.

Which image generator should I start with?

ToolBest fitBest jobWatch-outNote
MidjourneyAestheticsConcept artDiscord/plan frictionOften the look people mean by “AI art.”
DALL·EChat convenienceInside ChatGPTLess local controlFast when you already live in ChatGPT.
Stable DiffusionLocal / openControl and custom weightsSetup costPick when privacy or fine-tunes matter.
Luma Dream MachineImage-to-video adjacentMotion experimentsDifferent job than stillsCompare also with video tools.

Learn the craft, not just the tool

Practice the transferable habit in AI for design, then AI video tools scored, Midjourney for concept art.

FAQ

What is the best AI image generator?

Midjourney for look, DALL·E for convenience, Stable Diffusion for local control. Confirm commercial rights.

Can I use AI images commercially?

Only if the current license covers your use. Check the vendor terms for the plan you paid for.