Stable Diffusion 3.5 Largevs.OmniGen2
Which one is better?
In our own test both are on par. OmniGen2 has no arena rating yet. Neither has an API price.
Test images
Same task, the first image of each. The task with the biggest difference is preselected.
Result for “Infographic”:Stable Diffusion 3.5 Large slightly ahead
What the rating looks at: Numbers, labels, and visual organization.
“Ahead”: better in all three rating rounds. “Slightly ahead”: a higher value, but not in every round.
Test protocol of the images
Each test attempt uses the same archived prompt and one request. The first output of that attempt counts. Repeats after technical test failures are disclosed for the affected images. Files are normalized to 1,024 × 1,024 pixels without cropping. Provider resolution, randomness, quality tier and prompt processing can still differ. The images are a practical visual test, not a reconstruction of the arena configuration.
Character and detail
Stable Diffusion 3.5 Large: fal, requested 1024x1024, n=1, seed=7087247023770270000, estimated cost $0.068157, generated Aug 14, 2026, 2:37 PM. Source
OmniGen2: fal, image_size=1024x1024, n=1, seed=639237469, Estimate reserves 2 MP at Fal's $0.15 per MP rate, estimated cost $0.300000, generated Nov 2, 2026, 3:27 PM. Source
Protocol gradually-image-comparison-v1. Prompt SHA 256: 985a75b38642a9f0e5e0c0e0c67f1b7f67780d42bd2168fa24e9a7a7a94b0da6
Stable Diffusion 3.5 Large image SHA 256: e748006fe56e442ad347e3f994f18b86ee1739f20dcee063aa7a03ee710c5d54
OmniGen2 image SHA 256: 8c39f2555d07eae2728c45591a183a4343d5ab1b9eaba4ec75a83b26f50665d0
Infographic
Stable Diffusion 3.5 Large: fal, requested 1024x1024, n=1, seed=12166653711354006000, estimated cost $0.068157, generated Aug 14, 2026, 2:37 PM. Source
OmniGen2: fal, image_size=1024x1024, n=1, seed=672021196, Estimate reserves 2 MP at Fal's $0.15 per MP rate, estimated cost $0.300000, generated Nov 2, 2026, 3:27 PM. Source
Protocol gradually-image-comparison-v1. Prompt SHA 256: ed65cb4e6a51e2336f8b149ad4cbb16e020f07d527ad94362e719d2dcf91d94f
Stable Diffusion 3.5 Large image SHA 256: 4eb0fd741ef42e6d3fee4b1280cdfb098a0a04009b139051963895892e349f1e
OmniGen2 image SHA 256: 2f1a66d64a4f6a41d1c7228eb46ff9c2f5c27b684cf43d5dc8ba18aa7a2cd783
Product photography
Stable Diffusion 3.5 Large: fal, requested 1024x1024, n=1, seed=13346308312015933000, estimated cost $0.068157, generated Aug 14, 2026, 2:37 PM. Source
OmniGen2: fal, image_size=1024x1024, n=1, seed=355687008, Estimate reserves 2 MP at Fal's $0.15 per MP rate, estimated cost $0.300000, generated Nov 2, 2026, 3:27 PM. Source
Protocol gradually-image-comparison-v1. Prompt SHA 256: c67fd71e91304458a2feef5c91efa8677260fab0c0099a29a2c52cb579f5b2f3
Stable Diffusion 3.5 Large image SHA 256: ea9a7401dee8859ec2cb96af9f7ca29a177ef2202f52f629d8ce9f5839bd4061
OmniGen2 image SHA 256: 31e9ddbf26881a576ca95a7bbd2642fae4a96c4205362abe3859ade6a3da8dc7
Typography and layout
Stable Diffusion 3.5 Large: fal, requested 1024x1024, n=1, seed=16632333557910893000, estimated cost $0.068157, generated Aug 14, 2026, 2:37 PM. Source
OmniGen2: fal, image_size=1024x1024, n=1, seed=713672340, Estimate reserves 2 MP at Fal's $0.15 per MP rate, estimated cost $0.300000, generated Nov 2, 2026, 3:27 PM. Source
Protocol gradually-image-comparison-v1. Prompt SHA 256: 2e012c3d14ee5dd02203a94f394ca80a5038cdebd6032b25a8b8a221f2255419
Stable Diffusion 3.5 Large image SHA 256: e2994b1883a245b1c8c447957d121ea89d93aafff149029aa4e8507dbb769f9a
OmniGen2 image SHA 256: f4413e92d9fca652ec3e6bbb768a0003f064d7286b0652c1385c26b646b0c890
The numbers at a glance
Stable Diffusion 3.5 Large
Rank 21 of 21
OmniGen2
not in the arena
Stable Diffusion 3.5 Large
Rank 87 of 108
OmniGen2
Rank 95 of 108
Stable Diffusion 3.5 Large
no API price
OmniGen2
no API price
Ranks among the 21 image models with an arena rating and the 108 with a GraduallyBench run; prices compared with 28 models with an API price.
Stable Diffusion 3.5 Large
- Subscription
- n/a No plan in Germany names exactly this model.
- Via API
- No API price known. Access: API, local.
- License
- Open weights.
OmniGen2
- Subscription
- n/a No plan in Germany names exactly this model.
- Via API
- No API price known. Access: local, Web app.
- License
- Open weights.
Subscriptions only count plans that name exactly this model. Subscription prices include VAT, API prices are in dollars.
Arena rating (LMArena) from Nov 6, 2026 · GraduallyBench from Nov 3, 2026 · Subscription database from Sep 29, 2026 (38 days old)
All data side by side
The better value is bold. For ratings only when the gap is clear.
| Kennzahl | Stable Diffusion 3.5 Large | OmniGen2 |
|---|---|---|
| Ratings | ||
| Arena ratingfrom votes by users, higher is better | 938 | n/a |
| Arena rank | Rank 21 of 21 | n/a |
| Arena votesmore votes, a safer rating | 23,396 | n/a |
| GraduallyBenchour own rating, 0 to 100 | 27 | 22 |
| GraduallyBench by task | ||
| Typography and layoutLegible text, hierarchy, and composition | 31 | 30 |
| Product photographyMaterials, reflections, and fine details | 17 | 30 |
| Character and detailAnatomy, clothing, and spatial consistency | 23 | 8 |
| InfographicNumbers, labels, and visual organization | 39 | 19 |
| API price | ||
| Per imagelower is better | n/a | n/a |
| 100 images | n/a | n/a |
| Profile | ||
| Released | Oct 22, 2024 | Jun 16, 2025 |
| Weightsopen means: runs locally | open | open |
| Access | API, local | local, Web app |
| Parameters | 8.1 billion | not published |
| Largest output | 1 Megapixel | 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: Stable Diffusion 3.5 Large model source (verified Aug 15, 2026) · OmniGen2 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 Stable Diffusion 3.5 Large and OmniGen2 from the same arena and category. Older model versions are not used as substitutes.
More comparisons
Compare Stable Diffusion 3.5 Large and OmniGen2 with the models people compare them with most often.