Our testing methodology
Prompt suites and scoring rubric is one of the most important shifts happening in AI right now (13). Teams that adopt these workflows early are compounding advantages in output, quality and cost. In this section we break down what's actually working in production, what to avoid, and how to sequence adoption without slowing your team down.
Midjourney
Still the aesthetic king for hero art, thumbnails and lifestyle imagery.
Flux
Best realism, best text rendering, cheapest at scale via managed APIs.
DALL·E 3
Best when you're already inside ChatGPT and need something inline.
Leonardo
Best for game and product design assets with realtime editing.
Ideogram
Best when text inside the image matters most (posters, ads).
Verdict
MJ for brand, Flux for realism, DALL·E for convenience, Leonardo for games, Ideogram for typography.
FAQs
Is AI image generators beginner-friendly?
Yes. Start with the linked tools in this article, follow the workflow step-by-step, and you'll ship your first result in under an hour.
What's the best free option?
Most tools we recommend have a free tier that's enough to complete every step in this guide.
Which AI model should I use?
We recommend Claude for long-form reasoning, ChatGPT for versatility and Perplexity for research. See our comparison pages for a full breakdown.
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