Seedream 4.5vs.Stable Diffusion Turbo
Which one is better?
We have not tested Seedream 4.5 or Stable Diffusion Turbo ourselves yet. Neither is in the arena. Neither has an API price.
Same prompt, two images
Same task, the first image of each.
No image from the four fixed tasks for Seedream 4.5 yet.This model does not yet have a complete GraduallyBench run.
No image from the four fixed tasks for Stable Diffusion Turbo yet.This model does not yet have a complete GraduallyBench run.
Result for “Typography and layout”:no comparison
What the rating looks at: Legible text, hierarchy, and composition.
“Ahead”: better in all three rating rounds. “Slightly ahead”: a higher value, but not in every round.
Missing image run for Seedream 4.5
This model does not yet have a complete GraduallyBench run. Run the missing fixed tasks, archive the first output of each, and evaluate them blind.
DocumentationMissing image run for Stable Diffusion Turbo
This model does not yet have a complete GraduallyBench run. Run the missing fixed tasks, archive the first output of each, and evaluate them blind.
DocumentationThe numbers at a glance
Seedream 4.5
not in the arena
Stable Diffusion Turbo
not in the arena
Seedream 4.5
not tested yet
Stable Diffusion Turbo
not tested yet
Seedream 4.5
no API price
Stable Diffusion Turbo
no API price
Ranks among the 22 image models with an arena rating and the 74 with a GraduallyBench run; prices compared with 28 models with an API price.
Seedream 4.5
- Subscription
- No ByteDance / Volcengine subscription includes this model. Through other providers from ≈ €6.39 a month (ElevenLabs Starter, with limited credits). 39 plans in Germany.
- Via API
- No API price known. Access: API, Web app.
- Weights
- unknown.
Stable Diffusion Turbo
- Subscription
- n/a No plan in Germany names exactly this model.
- Via API
- No API price known. Access: local.
- License
- Open weights.
Subscriptions only count plans that name exactly this model. Subscription prices include VAT, API prices are in dollars.
GraduallyBench from Nov 1, 2026 · Subscription database from Sep 29, 2026 (34 days old)
All data side by side
The better value is bold. For ratings only when the gap is clear.
| Kennzahl | Seedream 4.5 | Stable Diffusion Turbo |
|---|---|---|
| Ratings | ||
| Arena ratingfrom votes by users, higher is better | n/a | n/a |
| Arena rank | n/a | n/a |
| Arena votesmore votes, a safer rating | n/a | n/a |
| GraduallyBenchour own rating, 0 to 100 | n/a | n/a |
| GraduallyBench by task | ||
| Typography and layoutLegible text, hierarchy, and composition | n/a | n/a |
| Product photographyMaterials, reflections, and fine details | n/a | n/a |
| Character and detailAnatomy, clothing, and spatial consistency | n/a | n/a |
| InfographicNumbers, labels, and visual organization | n/a | n/a |
| API price | ||
| Per imagelower is better | n/a | n/a |
| 100 images | n/a | n/a |
| Profile | ||
| Released | n/a | n/a |
| Weightsopen means: runs locally | unknown | open |
| Lifecycle | Still-listed T2I/I2I model ID; Ark marks it as pending shutdown without giving a date in the reviewed source | Older open fast checkpoint; no active hosted API ID claimed in the reviewed model list |
| Access | API, Web app | local |
| Parameters | not published | not published |
| Largest output | not consistently published | not consistently published |
| Plans in Germanynaming exactly this model | 39 | n/a |
API prices for one image at 1,024 × 1,024 pixels according to Artificial Analysis.
Sources: Seedream 4.5 model source, status source (verified Nov 1, 2026) · Stable Diffusion Turbo model source, status source (verified Nov 1, 2026)
Arena ratings by category
From blind votes on LMArena. “Ahead” means the lead is clear.
No shared arena score in the stored snapshot
The stored benchmark database contains no measurement for Seedream 4.5 and Stable Diffusion Turbo from the same arena and category. Older model versions are not used as substitutes.
Compare another matchup
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