“I want designs with real text”
Posters, flyers, social thumbnails and wordmarks where rendered text is the content, produced by your users or your automation. One misspelled headline makes the asset unusable.
Recommended models
| Use-case score | Criteria covered | $ / image | |
|---|---|---|---|
| 1. Muse Image Best fit | 4.49 / 5 | 100% | $0.010 |
| 2. Seedream 5.0 Pro | 4.43 / 5 | 100% | $0.135 |
| 3. Seedream 5.0 Lite | 4.42 / 5 | 100% | $0.035 |
| 4. Nano Banana 2 Lite | 4.37 / 5 | 100% | $0.042 |
| 5. Seedream 4.5 | 4.36 / 5 | 100% | $0.040 |
| 6. Recraft V4.1 | 4.28 / 5 | 100% | $0.035 |
| 7. FLUX.2 | 4.25 / 5 | 100% | $0.012 |
| 8. Nano Banana 2 | 4.24 / 5 | 100% | $0.080 |
| 9. Grok Imagine Image 2.0 | 4.24 / 5 | 100% | $0.060 |
| 10. GPT Image 1.5 | 4.21 / 5 | 100% | $0.140 |
| 11. GPT Image 2.5 Sunburst | 4.21 / 5 | 100% | $0.036 |
| 12. FLUX.2 [dev] Turbo | 4.20 / 5 | 100% | $0.008 |
| 13. GPT Image 2.5 Flare | 4.19 / 5 | 100% | $0.042 |
| 14. Gemini 2.5 Flash Image | 4.15 / 5 | 100% | $0.040 |
| 15. FLUX.2 [pro] | 4.13 / 5 | 100% | $0.030 |
| 16. GPT Image 2 | 4.09 / 5 | 100% | $0.155 |
| 17. Qwen Image 3.0 | 4.08 / 5 | 100% | $0.040 |
| 18. Nano Banana Pro | 4.07 / 5 | 100% | $0.150 |
| 19. Qwen-Image | 4.05 / 5 | 100% | $0.020 |
| 20. Ideogram 3.0 | 3.95 / 5 | 100% | $0.060 |
| 21. Luma Photon | 3.77 / 5 | 100% | $0.021 |
| 22. Recraft V3 | 3.45 / 5 | 100% | $0.040 |
| 23. Stable Diffusion 1.5 | 2.07 / 5 | 100% | $0.002 |
How this is weighted
When the text is the content, nothing else can compensate for a broken glyph, so text accuracy takes several times the weight of any other criterion. Composition and adherence follow because a poster with perfect type still fails when the layout ignores the brief; the remaining criteria stay light because typography failures are the reason these jobs get regenerated.
- Text Accuracy 40%
- Composition 15%
- Prompt Adherence 10%
- Color Accuracy 10%
- Resolution 10%
- Cost 10%
- Latency 5%
The evidence: Muse Image
Muse Image takes the top spot where this job puts its weight: text accuracy at 5.0 / 5 (40% of the matrix), composition at 4.3 / 5 (15% of the matrix) and cost at 5.0 / 5 (10% of the matrix).
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The last mile: what no model delivers
Nine models render every required string in this suite exactly, and everything below that top tier misspells routinely. Baked-in AI text cannot be corrected without regenerating the whole image. The reliable pattern is generating the visual and keeping headlines as editable text layers on a canvas, where a human or a template fixes the last word.
Generate with any model. Finish in the AI Editor.
Give your users the control they need to be productive with generative AI. The IMG.LY AI Editor turns text-heavy layouts generations into finished, on-spec assets: background removal, brand kits and editable text on a real canvas.
