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Seedream V4.5
Quality and cost
Character consistency leaderboardCharacter consistency, against 13 other ranked models
- This model (Seedream V4.5)
- Current default
Predicted human preference within this mode, not an absolute quality grade. Cost is the midpoint of each estimated range, not a quote. Hover or focus for raw ratings.
Show score details
- 1Muse ImageRating 1848 · 90% range 1756–2012 · 35 games88.1% · 1 credit
- 2GPT Image 2.5Rating 1739 · 90% range 1643–1863 · 23 games79.8% · 0.7-73 credits
- 3Grok Imagine ImageRating 1673 · 90% range 1562–1777 · 24 games73.0% · 3 credits
- 4Nano Banana Pro Image GeneratorRating 1632 · 90% range 1542–1745 · 27 games68.1% · 18-34 credits
- 5Gemini 3.1 Flash Image GeneratorRating 1630 · 90% range 1525–1746 · 33 games67.9% · 6-20 credits
- 6Seedream 5.0 ProRating 1591 · 90% range 1485–1684 · 24 games62.8% · 6-16 credits
- 7Phota Image EditorRating 1566 · 90% range 1452–1669 · 26 games59.4% · 12-24 credits
- 8Seedream 5.0 LiteRating 1452 · 90% range 1356–1534 · 37 games43.1% · 5 credits
- 9Ideogram V4.5Rating 1441 · 90% range 1321–1530 · 31 games41.6% · 1-30 credits
- 10Seedream V4.5Rating 1441 · 90% range 1342–1538 · 28 games41.6% · 5 credits
- 11FLUX.2 Pro Image GeneratorRating 1398 · 90% range 1307–1472 · 31 games35.7% · up to 49 credits
- 12FLUX.2 Max Image GeneratorRating 1380 · 90% range 1269–1485 · 27 games33.4% · up to 115 credits
- 13FLUX.2 Flex Image GeneratorRating 1284 · 90% range 1155–1366 · 31 games22.4% · up to 99 credits
- 14Krea 2 Image GeneratorRating 1210 · 90% range 1071–1310 · 20 games15.9% · 4-9 credits
Head-to-head ratings
Blind votes by the Glif team, as of
- Character consistency Elo
- 1441
- 90% range 1342–1538
- Rank
- #10 of 14
- Games
- 28
Elo rating centred on 1500, compared only within this mode.
Show score details
41.6% predicted preference against a 1500-rated reference · Wins 8 / Losses 14 / 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 (4 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.