FLUX 3 Image Kleinvs.Seedream 5.0 Lite

Which one is better?

In our own test both are on par. Neither is in the arena. Neither has an API price.

Test images

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

FLUX 3 Image Klein: Infographic, first image from the fixed test run — FLUX 3 Image Klein77 out of 100

Seedream 5.0 Lite: Infographic, first image from the fixed test run — Seedream 5.0 Lite56 out of 100

Result for “Infographic”:FLUX 3 Image Klein ahead

Prompt given to both modelsCreate a square German infographic titled SO FUNKTIONIERT PHOTOSYNTHESE. Show exactly four numbered steps in this order: 1 LICHT, 2 WASSER, 3 CO₂, 4 ZUCKER + SAUERSTOFF. Use a clean editorial science style with one plant cross-section, simple arrows, high contrast, legible labels, and no other text.

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

FLUX 3 Image Klein: openrouter, aspect ratio 1:1, resolution 1K, n=1, seed=provider random, actual cost $0.009000, generated Nov 1, 2026, 8:28 PM. Source

Seedream 5.0 Lite: fal, requested 2560x2560 square, the route's minimum native pixel width, n=1, seed=69737196, estimated cost $0.035000, source 2560x2560, stored 1024x1024 (Lanczos3 downscale), generated Nov 2, 2026, 2:54 PM. Source

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

FLUX 3 Image Klein image SHA 256: b3331460097da628f405817301b99f206142350757be51bee5e406216ef8359f

Seedream 5.0 Lite image SHA 256: e462824323b9bc065e16a0ab8da5835ea1d32541153fa535fc3a94ef5cec85cd

Infographic

FLUX 3 Image Klein: openrouter, aspect ratio 1:1, resolution 1K, n=1, seed=provider random, actual cost $0.009000, generated Nov 1, 2026, 8:28 PM. Source

Seedream 5.0 Lite: fal, requested 2560x2560 square, the route's minimum native pixel width, n=1, seed=464378822, estimated cost $0.035000, source 2560x2560, stored 1024x1024 (Lanczos3 downscale), generated Nov 2, 2026, 2:54 PM. Source

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

FLUX 3 Image Klein image SHA 256: 8f6c2d4ea5814181f198e45caf6b561a650145fccf667ecb5cace92c1fc3bbcb

Seedream 5.0 Lite image SHA 256: 6fab6f06e5f001f85b4c049f79e4220b50345b08eb3a8954e778c1d5802d2cf0

Product photography

FLUX 3 Image Klein: openrouter, aspect ratio 1:1, resolution 1K, n=1, seed=provider random, actual cost $0.009000, generated Nov 1, 2026, 8:28 PM. Source

Seedream 5.0 Lite: fal, requested 2560x2560 square, the route's minimum native pixel width, n=1, seed=1604459337, estimated cost $0.035000, source 2560x2560, stored 1024x1024 (Lanczos3 downscale), generated Nov 2, 2026, 2:53 PM. Source

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

FLUX 3 Image Klein image SHA 256: bafab00e86d3de8b29c6390b162e99291c84878c546246a95b5d47c6fe352fb9

Seedream 5.0 Lite image SHA 256: 3d6bb69ff171c033881277a81b933654b6213b317462c0be1e1f75150501fd64

Typography and layout

FLUX 3 Image Klein: openrouter, aspect ratio 1:1, resolution 1K, n=1, seed=provider random, actual cost $0.009000, generated Nov 1, 2026, 8:28 PM. Source

Seedream 5.0 Lite: fal, requested 2560x2560 square, the route's minimum native pixel width, n=1, seed=1149290713, estimated cost $0.035000, source 2560x2560, stored 1024x1024 (Lanczos3 downscale), generated Nov 2, 2026, 2:52 PM. Source

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

FLUX 3 Image Klein image SHA 256: 8f3f8cc9a1ab3c037f81a05bb3eec4e9a0129bad649347c4f40dc30c2870c0aa

Seedream 5.0 Lite image SHA 256: 8642e711e827c543a8bdd23be9d3142e014cb746d885dd37f9b7405666ed4350

The numbers at a glance

Arena ratingfrom votes by users · higher is better

n/a

FLUX 3 Image Klein

not in the arena

n/a

Seedream 5.0 Lite

not in the arena

GraduallyBenchour own rating, 0 to 100 · higher is better

FLUX 3 Image Klein

Rank 7 of 108

Seedream 5.0 Lite

Rank 32 of 108

Price per imagedollars through the API · lower is better

n/a

FLUX 3 Image Klein

no API price

n/a

Seedream 5.0 Lite

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.

FLUX 3 Image Klein

Subscription: n/a No plan in Germany names exactly this model.
Via API: No API price known. Access: API, local.
License: Open weights.

Seedream 5.0 Lite

Subscription: No ByteDance / Volcengine subscription includes this model. Through other providers from €6.83 a month (Poe Basic, with limited points). 27 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.

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	FLUX 3 Image Klein	Seedream 5.0 Lite
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	76	67
GraduallyBench by task
Typography and layoutLegible text, hierarchy, and composition	84	76
Product photographyMaterials, reflections, and fine details	75	89
Character and detailAnatomy, clothing, and spatial consistency	66	49
InfographicNumbers, labels, and visual organization	77	56
API price
Per imagelower is better	n/a	n/a
100 images	n/a	n/a
Profile
Released	Oct 15, 2026	Feb 13, 2026
Weightsopen means: runs locally	open	unknown
Lifecycle	no notice	Still-listed T2I/I2I model ID; Ark marks it as pending shutdown without giving a date in the reviewed source
Access	API, local	API, Web app
Parameters	5.6 billion	not published
Largest output	4K	not consistently published
Plans in Germanynaming exactly this model	n/a	27

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

Sources: FLUX 3 Image Klein model source (verified Nov 1, 2026) · Seedream 5.0 Lite model source, status 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 FLUX 3 Image Klein and Seedream 5.0 Lite from the same arena and category. Older model versions are not used as substitutes.

More comparisons

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