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High-resolution output by default
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Fast rendering speed
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Exceptional text handling
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Broad stylistic range
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Strong prompt interpretation
| Strengths | Limitations |
|---|---|
| ✅ Native 2K resolution, no upscaling needed | ❌ Occasional inconsistencies with unique faces |
| ✅ Outstanding text rendering (Chinese/English) | ❌ Limited support for regional languages |
| ✅ Fast rendering | |
| ✅ High prompt fidelity across styles |
- Start with a clear visual intent, e.g. “poster of a red fox in flat colors, minimalist design”.
- Place textual layout details early in the prompt for better embedding.
- Use style cues like “cinematic lighting” or “traditional ink painting”.
- Limit prompts involving large blocks of text. Seedream 3.0 handles small text well but may falter with long passages.






| Model | Visual style | Strengths | Best for |
|---|---|---|---|
| Seedream 3.0 | Photorealistic, adaptive | ✅ Fast generation, sharp detail, text rendering | Concept visuals, branded imagery |
| Google Imagen 4 | Photorealism, clean design | ✅ Sharp detail, accurate text, fast generation | Marketing, product, editorial work |
| Mystic 2.5 | Painterly, expressive | ✅ Rich textures, facial precision, poster styles | Portraits, illustrations, storytelling |
| Flux 1.1 | Experimental, artistic | ✅ Prompt accuracy, fast idea testing, strong colors | Abstract scenes, drafts, concepts |