Stable Diffusion 3.5 Largevs.Qwen Image 2.1 Pro

Which one is better?

In our own test, Qwen Image 2.1 Pro leads. Qwen Image 2.1 Pro has no arena rating yet. Neither has an API price.

Same task, the first image of each. The task with the biggest difference is preselected.

Stable Diffusion 3.5 Large: Product photography, first image from the fixed test run — Stable Diffusion 3.5 Large14 out of 100

Qwen Image 2.1 Pro: Product photography, first image from the fixed test run — Qwen Image 2.1 Pro87 out of 100

Result for “Product photography”:Qwen Image 2.1 Pro ahead

Prompt given to both modelsCreate a square premium product photograph of a brushed titanium wristwatch standing upright on dark green marble. The watch has a cream dial, thin black hands set to 10:10, twelve distinct hour markers, a realistic crown, and a dark brown leather strap. Soft window light from the left, controlled reflections, shallow depth of field, no text, no logo, no extra objects.

What the rating looks at: Materials, reflections, and fine details.

“Ahead”: better in all three rating rounds. “Slightly ahead”: a higher value, but not in every round.

Test protocol of the images

Both models receive the same archived prompt in exactly one request, and the first result counts. 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

Qwen Image 2.1 Pro: openrouter, aspect ratio 1:1, resolution 1K, n=1, seed=provider random, actual cost $0.046000, generated Nov 1, 2026, 8:37 PM. Source

Protocol gradually-image-comparison-v1. Prompt SHA 256: 985a75b38642a9f0e5e0c0e0c67f1b7f67780d42bd2168fa24e9a7a7a94b0da6

Stable Diffusion 3.5 Large image SHA 256: e748006fe56e442ad347e3f994f18b86ee1739f20dcee063aa7a03ee710c5d54

Qwen Image 2.1 Pro image SHA 256: 5cc1b66564896a15198281314423f63a70fd897c4542588230dfe0e946beb76c

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

Qwen Image 2.1 Pro: openrouter, aspect ratio 1:1, resolution 1K, n=1, seed=provider random, actual cost $0.046000, generated Nov 1, 2026, 8:37 PM. Source

Protocol gradually-image-comparison-v1. Prompt SHA 256: ed65cb4e6a51e2336f8b149ad4cbb16e020f07d527ad94362e719d2dcf91d94f

Stable Diffusion 3.5 Large image SHA 256: 4eb0fd741ef42e6d3fee4b1280cdfb098a0a04009b139051963895892e349f1e

Qwen Image 2.1 Pro image SHA 256: f1eee1f8f0d3355879d5c91b7ae006a95b0511a37f7382b8f6241cb22b3959a0

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

Qwen Image 2.1 Pro: openrouter, aspect ratio 1:1, resolution 1K, n=1, seed=provider random, actual cost $0.046000, generated Nov 1, 2026, 8:36 PM. Source

Protocol gradually-image-comparison-v1. Prompt SHA 256: c67fd71e91304458a2feef5c91efa8677260fab0c0099a29a2c52cb579f5b2f3

Stable Diffusion 3.5 Large image SHA 256: ea9a7401dee8859ec2cb96af9f7ca29a177ef2202f52f629d8ce9f5839bd4061

Qwen Image 2.1 Pro image SHA 256: 08d93301c324d132b3f5df149f95d57d725c068e6f15b193521f1eb253a1f176

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

Qwen Image 2.1 Pro: openrouter, aspect ratio 1:1, resolution 1K, n=1, seed=provider random, actual cost $0.046000, generated Nov 1, 2026, 8:36 PM. Source

Protocol gradually-image-comparison-v1. Prompt SHA 256: 2e012c3d14ee5dd02203a94f394ca80a5038cdebd6032b25a8b8a221f2255419

Stable Diffusion 3.5 Large image SHA 256: e2994b1883a245b1c8c447957d121ea89d93aafff149029aa4e8507dbb769f9a

Qwen Image 2.1 Pro image SHA 256: 31be32c6b34f27d2ff60eae3979c211ba8c2e0296595ec13e62f6f249c967058

The numbers at a glance

Arena ratingfrom votes by users · higher is better

938

Stable Diffusion 3.5 Large

Rank 22 of 22

n/a

Qwen Image 2.1 Pro

not in the arena

GraduallyBenchour own rating, 0 to 100 · higher is better

Stable Diffusion 3.5 Large

Rank 67 of 74

Qwen Image 2.1 Pro

Rank 45 of 74

Price per imagedollars through the API · lower is better

n/a

Stable Diffusion 3.5 Large

no API price

n/a

Qwen Image 2.1 Pro

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.

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.

Qwen Image 2.1 Pro

Subscription: n/a No plan in Germany names exactly this model.
Via API: No API price known. Access: API.
Weights: unknown.

Subscriptions only count plans that name exactly this model. Subscription prices include VAT, API prices are in dollars.

Arena rating (LMArena) from Oct 28, 2026 · 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	Stable Diffusion 3.5 Large	Qwen Image 2.1 Pro
Ratings
Arena ratingfrom votes by users, higher is better	938	n/a
Arena rank	Rank 22 of 22	n/a
Arena votesmore votes, a safer rating	23,396	n/a
GraduallyBenchour own rating, 0 to 100	18	52
GraduallyBench by task
Typography and layoutLegible text, hierarchy, and composition	11	29
Product photographyMaterials, reflections, and fine details	14	87
Character and detailAnatomy, clothing, and spatial consistency	23	67
InfographicNumbers, labels, and visual organization	23	26
API price
Per imagelower is better	n/a	n/a
100 images	n/a	n/a
Profile
Released	Oct 22, 2024	n/a
Weightsopen means: runs locally	open	unknown
Access	API, local	API
Parameters	8.1 billion	not published
Largest output	1 Megapixel	2K
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) · Qwen Image 2.1 Pro 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 Qwen Image 2.1 Pro from the same arena and category. Older model versions are not used as substitutes.

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More matchups

Compare Stable Diffusion 3.5 Large and Qwen Image 2.1 Pro with other important image models.

View the complete image model comparison

Same prompt, two images

The numbers at a glance

Stable Diffusion 3.5 Large

Qwen Image 2.1 Pro

All data side by side

Arena ratings by category

No shared arena score in the stored snapshot

Compare another matchup

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