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Seedream 5.0 Provs.FLUX 3 Image

Which one is better?

In our own test both are on par. FLUX 3 Image has no arena rating yet. FLUX 3 Image has no API price.

Same prompt, two images

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

Seedream 5.0 Pro: Product photography, first image from the fixed test run
Seedream 5.0 Pro82 out of 100
FLUX 3 Image: Product photography, first image from the fixed test run
FLUX 3 Image43 out of 100

Result for “Product photography”:Seedream 5.0 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

Seedream 5.0 Pro: openrouter, aspect ratio 1:1, resolution 1K, n=1, seed=provider random, actual cost $0.045000, generated Aug 14, 2026, 1:32 PM. Source

FLUX 3 Image: openrouter, aspect ratio 1:1, resolution 1K, n=1, seed=provider random, actual cost $0.048000, generated Nov 1, 2026, 8:38 PM. Source

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

Seedream 5.0 Pro image SHA 256: 06eb1919b5157094ba0ecf0ddcfb921ebbfc937c496cee7627f4717fdd4a7d90

FLUX 3 Image image SHA 256: 496cb58121a97575ae471aaed88c0570d0e24cd434d5f54f28535dbd7ce53f6d

Infographic

Seedream 5.0 Pro: openrouter, aspect ratio 1:1, resolution 1K, n=1, seed=provider random, actual cost $0.045000, generated Aug 14, 2026, 1:34 PM. Source

FLUX 3 Image: openrouter, aspect ratio 1:1, resolution 1K, n=1, seed=provider random, actual cost $0.048000, generated Nov 1, 2026, 8:39 PM. Source

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

Seedream 5.0 Pro image SHA 256: bec4d5de9deed41729f7e7d93f77450e76ddd0f579b5f0c74244a25e0c03a224

FLUX 3 Image image SHA 256: 3a4bc8305d15194d5c2a3d8af72d0e032b46e665443b65f4d43604eb3bd19c7e

Product photography

Seedream 5.0 Pro: openrouter, aspect ratio 1:1, resolution 1K, n=1, seed=provider random, actual cost $0.045000, generated Aug 14, 2026, 1:29 PM. Source

FLUX 3 Image: openrouter, aspect ratio 1:1, resolution 1K, n=1, seed=provider random, actual cost $0.048000, generated Nov 1, 2026, 8:38 PM. Source

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

Seedream 5.0 Pro image SHA 256: fd38abd0e7bde742e8e859fbcbc76e4e96f443673445378a42364bc56382ac57

FLUX 3 Image image SHA 256: 270abe3dfe41073daff4fa3c83c62d8a957f9d6d960c195050c709eb831699c6

Typography and layout

Seedream 5.0 Pro: openrouter, aspect ratio 1:1, resolution 1K, n=1, seed=provider random, actual cost $0.045000, generated Aug 14, 2026, 2:05 PM. Source

FLUX 3 Image: openrouter, aspect ratio 1:1, resolution 1K, n=1, seed=provider random, actual cost $0.048000, generated Nov 1, 2026, 8:38 PM. Source

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

Seedream 5.0 Pro image SHA 256: 4e9693d5da3e445b69cc5da6f869caddb88ca5560f010556b168ac8e9aaa70b2

FLUX 3 Image image SHA 256: 67a219cf5a25c37ee31b05ca918a6b05df5d0675b61aace5fe1ba1244c24cde4

The numbers at a glance

Arena ratingfrom votes by users · higher is better
1,250

Seedream 5.0 Pro

Rank 10 of 22

n/a

FLUX 3 Image

not in the arena

GraduallyBenchour own rating, 0 to 100 · higher is better
80

Seedream 5.0 Pro

Rank 3 of 74

62

FLUX 3 Image

Rank 23 of 74

Price per imagedollars through the API · lower is better
$0.09

Seedream 5.0 Pro

expensive

n/a

FLUX 3 Image

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 5.0 Pro

Subscription
No ByteDance subscription includes this model. Through other providers from €6.83 a month (Poe Basic, with limited points). 38 plans in Germany.
Via API
$0.09 per image, 100 images $9.

FLUX 3 Image

Subscription
No Black Forest Labs subscription includes this model. Through other providers from ≈ €9.59 a month (Krea Basic, with limited credits). 20 plans in Germany.
Via API
No API price known. Access: API, Web app.
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 · API prices from Oct 28, 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.

KennzahlSeedream 5.0 ProFLUX 3 Image
Ratings
Arena ratingfrom votes by users, higher is better1,250n/a
Arena rankRank 10 of 22n/a
Arena votesmore votes, a safer rating105,824n/a
GraduallyBenchour own rating, 0 to 1008062
GraduallyBench by task
Typography and layoutLegible text, hierarchy, and composition6774
Product photographyMaterials, reflections, and fine details8243
Character and detailAnatomy, clothing, and spatial consistency8373
InfographicNumbers, labels, and visual organization8759
API price
Per imagelower is better$0.09n/a
100 images$9n/a
Profile
ReleasedJuly 2026n/a
Weightsopen means: runs locallyproprietaryunknown
AccessAPI, Web appAPI, Web app
Parametersnot publishednot published
Largest output2Knot consistently published
Plans in Germanynaming exactly this model3820

API prices for one image at 1,024 × 1,024 pixels according to Artificial Analysis.

Sources: Seedream 5.0 Pro model source (verified Aug 15, 2026) · FLUX 3 Image 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 Seedream 5.0 Pro and FLUX 3 Image from the same arena and category. Older model versions are not used as substitutes.

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