SDXL Turbovs.MOSS-Image-SFT
Which one is better?
We have not tested SDXL 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 SDXL Turbo yet.This model does not yet have a complete GraduallyBench run.
Result for “Typography and layout”:only MOSS-Image-SFT tested
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 SDXL 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
SDXL Turbo
not in the arena
MOSS-Image-SFT
not in the arena
SDXL Turbo
not tested yet
MOSS-Image-SFT
Rank 52 of 74
SDXL Turbo
no API price
MOSS-Image-SFT
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.
SDXL Turbo
- Subscription
- n/a No plan in Germany names exactly this model.
- Via API
- No API price known. Access: local.
- License
- Open weights.
MOSS-Image-SFT
- 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 | SDXL Turbo | MOSS-Image-SFT |
|---|---|---|
| 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 | 41 |
| GraduallyBench by task | ||
| Typography and layoutLegible text, hierarchy, and composition | n/a | 13 |
| Product photographyMaterials, reflections, and fine details | n/a | 58 |
| Character and detailAnatomy, clothing, and spatial consistency | n/a | 17 |
| InfographicNumbers, labels, and visual organization | n/a | 75 |
| API price | ||
| Per imagelower is better | n/a | n/a |
| 100 images | n/a | n/a |
| Profile | ||
| Released | n/a | Oct 16, 2026 |
| Weightsopen means: runs locally | open | open |
| Lifecycle | Older open fast checkpoint; no active hosted API ID claimed in the reviewed model list | no notice |
| Access | local | local |
| Parameters | not published | 5 billion |
| Largest output | not consistently published | not consistently published |
| Plans in Germanynaming exactly this model | n/a | n/a |
API prices for one image at 1,024 × 1,024 pixels according to Artificial Analysis.
Sources: SDXL Turbo model source, status source (verified Nov 1, 2026) · MOSS-Image-SFT model 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 SDXL Turbo and MOSS-Image-SFT from the same arena and category. Older model versions are not used as substitutes.
Compare another matchup
More matchups
Related image model comparisons
Compare SDXL Turbo and MOSS-Image-SFT with other important image models.