Stable Diffusion 3.5 Largevs.Grok Imagine Image 2.0
Which one is better?
Grok Imagine Image 2.0 leads in both ratings: in our own test and in the arena. Stable Diffusion 3.5 Large has no API price.
Test images
Same task, the first image of each. The task with the biggest difference is preselected.
Result for “Character and detail”:Grok Imagine Image 2.0 ahead
What the rating looks at: Anatomy, clothing, and spatial consistency.
“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
Grok Imagine Image 2.0: openrouter, aspect ratio 1:1, resolution 1K, quality medium, n=1, seed=provider random, actual cost $0.060000, generated Nov 1, 2026, 8:46 AM. Source
Protocol gradually-image-comparison-v1. Prompt SHA 256: 985a75b38642a9f0e5e0c0e0c67f1b7f67780d42bd2168fa24e9a7a7a94b0da6
Stable Diffusion 3.5 Large image SHA 256: e748006fe56e442ad347e3f994f18b86ee1739f20dcee063aa7a03ee710c5d54
Grok Imagine Image 2.0 image SHA 256: 95148f93193910361a680d5cff305d51bb06d967cb8b35e7ec732bd8501beccc
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
Grok Imagine Image 2.0: openrouter, aspect ratio 1:1, resolution 1K, quality medium, n=1, seed=provider random, actual cost $0.060000, generated Nov 1, 2026, 8:47 AM. Source
Protocol gradually-image-comparison-v1. Prompt SHA 256: ed65cb4e6a51e2336f8b149ad4cbb16e020f07d527ad94362e719d2dcf91d94f
Stable Diffusion 3.5 Large image SHA 256: 4eb0fd741ef42e6d3fee4b1280cdfb098a0a04009b139051963895892e349f1e
Grok Imagine Image 2.0 image SHA 256: 732d7d3978293b5acd7aba0ec8534056bfa9bd5f6d2024c5eb7275d5bf203ba6
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
Grok Imagine Image 2.0: openrouter, aspect ratio 1:1, resolution 1K, quality medium, n=1, seed=provider random, actual cost $0.060000, generated Nov 1, 2026, 8:45 AM. Source
Protocol gradually-image-comparison-v1. Prompt SHA 256: c67fd71e91304458a2feef5c91efa8677260fab0c0099a29a2c52cb579f5b2f3
Stable Diffusion 3.5 Large image SHA 256: ea9a7401dee8859ec2cb96af9f7ca29a177ef2202f52f629d8ce9f5839bd4061
Grok Imagine Image 2.0 image SHA 256: 57f2809d2dc95671f5207c2cfc25f629c05be17edfe9bf87ca42d3d33119200e
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
Grok Imagine Image 2.0: openrouter, aspect ratio 1:1, resolution 1K, quality medium, n=1, seed=provider random, actual cost $0.060000, generated Nov 1, 2026, 8:44 AM. Source
Protocol gradually-image-comparison-v1. Prompt SHA 256: 2e012c3d14ee5dd02203a94f394ca80a5038cdebd6032b25a8b8a221f2255419
Stable Diffusion 3.5 Large image SHA 256: e2994b1883a245b1c8c447957d121ea89d93aafff149029aa4e8507dbb769f9a
Grok Imagine Image 2.0 image SHA 256: 4dae1c4c90d277eed2983780d71f40b4758238ea15a020047c1329fb220e5b51
The numbers at a glance
Stable Diffusion 3.5 Large
Rank 21 of 21
Grok Imagine Image 2.0
Rank 5 of 21
Stable Diffusion 3.5 Large
Rank 87 of 108
Grok Imagine Image 2.0
Rank 16 of 108
Stable Diffusion 3.5 Large
no API price
Grok Imagine Image 2.0
fairly cheap
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.
Grok Imagine Image 2.0
- Subscription
- No xAI subscription includes this model. Through other providers from ≈ €15.90 a month (Runway Standard, with limited credits). 5 plans in Germany.
- Via API
- $0.06 per image, 100 images $6.
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 · API prices from Nov 6, 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 | Grok Imagine Image 2.0 |
|---|---|---|
| Ratings | ||
| Arena ratingfrom votes by users, higher is better | 938 | 1,317 |
| Arena rank | Rank 21 of 21 | Rank 5 of 21 |
| Arena votesmore votes, a safer rating | 23,396 | 10,830 |
| GraduallyBenchour own rating, 0 to 100 | 27 | 73 |
| GraduallyBench by task | ||
| Typography and layoutLegible text, hierarchy, and composition | 31 | 71 |
| Product photographyMaterials, reflections, and fine details | 17 | 68 |
| Character and detailAnatomy, clothing, and spatial consistency | 23 | 75 |
| InfographicNumbers, labels, and visual organization | 39 | 77 |
| API price | ||
| Per imagelower is better | n/a | $0.06 |
| 100 images | n/a | $6 |
| Profile | ||
| Released | Oct 22, 2024 | Aug 7, 2026 |
| Weightsopen means: runs locally | open | proprietary |
| Access | API, local | API, Web app |
| Parameters | 8.1 billion | not published |
| Largest output | 1 Megapixel | 2K |
| Plans in Germanynaming exactly this model | n/a | 5 |
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) · Grok Imagine Image 2.0 model source (verified Sep 28, 2026)
Arena ratings by category
From blind votes on LMArena. “Ahead” means the lead is clear.
LMArena from Nov 6, 2026
All individual values with sources
| Rating | Stable Diffusion 3.5 Large | Grok Imagine Image 2.0 | Source |
|---|---|---|---|
| Text to Image: 3D modeling | 963 | 1,291 | LMArenaRetrieved Nov 6, 2026 |
| Text to Image: Art | 997 | 1,328 | LMArenaRetrieved Nov 6, 2026 |
| Text to Image: Cartoon | 945 | 1,352 | LMArenaRetrieved Nov 6, 2026 |
| Text to Image: Commercial design | 937 | 1,325 | LMArenaRetrieved Nov 6, 2026 |
| Text to Image: Overall | 938 | 1,317 | LMArenaRetrieved Nov 6, 2026 |
| Text to Image: Photorealism | 928 | 1,312 | LMArenaRetrieved Nov 6, 2026 |
| Text to Image: Portraits | 942 | 1,332 | LMArenaRetrieved Nov 6, 2026 |
| Text to Image: Text rendering | 921 | 1,349 | LMArenaRetrieved Nov 6, 2026 |
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