Choose by output type
AI image tools are strongest when the output target is clear. A social ad, a product concept, a game asset, and a brand illustration need different controls.
- Use Midjourney, Leonardo AI, or Ideogram for image generation.
- Use Adobe Firefly when commercial design workflows and Adobe integration matter.
- Use Canva AI, Krea, or Uizard for lightweight design production and iteration.
Quality signals
Look for prompt control, editing tools, export quality, licensing clarity, and whether the tool can keep a consistent style across multiple images.
Production tip
Save your best prompts and style references. The advantage compounds when a team can repeat a visual direction instead of starting from scratch every time.