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ComparisonJune 28, 20266 min readLumineer Editorial
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The best AI image models for text and typography

Text-on-image used to be the hard 'no' of AI generation. In 2026 several models finally deliver — but only some deliver reliably.

The best AI image models for text and typography
01

The test

Twenty poster prompts, each with a specific text string to render — from three-word headlines to full paragraph blocks. Same prompt, one seed per model, no cherry-pick.

02

The rankings

Short text (up to 5 words):

  • Ideogram v3 — 19/20 legible
  • Nano Banana 2 — 18/20 legible
  • Recraft v3 — 17/20 legible
  • Imagen 4 — 14/20 legible
  • Flux 2 Pro — 11/20 legible
03

Longer text (paragraph blocks)

Only Ideogram v3 clears the bar reliably. Nano Banana 2 is close on 2-line blocks but starts drifting past 15 words. Everyone else fails at paragraph length.

04

Font control

Ideogram v3 is the only model that responds to font-family cues in the prompt ('serif newspaper masthead', 'condensed sans-serif poster'). The others treat these as vibe words.

05

The pragmatic recommendation

For anything text-heavy — posters, ads with headline, book covers — start with Ideogram v3. For a photoreal image that also needs one short overlaid line, Nano Banana 2 is fine and often looks better. Overlay text in a design tool if you need pixel-precise typography.

texttypographyimagecomparison
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