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Seedream V4.5
Head-to-head ratings
Blind votes by the Glif team, as of
- Character consistency Elo
- 1438
- 90% range 1317–1530
- Rank
- #10 of 14
- Games
- 29
Elo rating centred on 1500, compared only within this mode.
Show score details
41.2% predicted preference against a 1500-rated reference · Wins 8 / Losses 15 / Ties 6.
Bradley–Terry ratings center on 1500 and have no maximum. Preference = 100 / (1 + 10^((1500 − rating) / 400)). LLM-judge scores are not included in this export.
Other modes
Text-to-image1328 Elo · #9 of 13
Product photography1441 Elo · #9 of 15
Brand and text renderingNeeds more ratings (11 of 20 games)
Test outputs
Compare all modelsSeedream V4.5 in practice
What it does and when to use it.
Model summary
Seedream 4.5 generates and edits images from text and multiple reference images. It can use detailed prompts to guide scene layout, lighting, props, and consistency between variations. Some requests take longer to complete, and complex scenes can contain text errors. Precise graphic layouts may need further revision.
Capabilities
Text to image
Image editing
Multi image conditioning
Prompt following
Cinematic style
Photorealism
Composition and lighting
Subject consistency
Spatial layout realism
Detail and prop control
Pro creative workflows
Suggested use cases
- Cinematic text-to-image generation (ads, film stills, product hero shots)
- Image editing and re-styling with text instructions
- Multi-image guided generation (reference + prompt for consistency)
- Influencer/portrait lighting and high-end composition workflows
- Concept art and pre-visualization with realistic spatial relationships
- Industry/professional creative production where prompt adherence matters
More from the Seedream family
Explore other options from the same family.