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Seedream v4.5 vs FLUX.2 Max

Seedream 4.5 (ByteDance) and FLUX.2 Max (Black Forest Labs) frame a classic value-versus-fidelity decision in image generation. Seedream 4.5 is a fast, inexpensive workhorse with batch output and seed reproducibility. FLUX.2 Max is the maximum-fidelity tier built for hero assets. Both are hosted on Arteza with flat per-image pricing.

Side-by-side specs

SpecSeedream v4.5FLUX.2 Max
ProviderByteDanceBlack Forest Labs
Credit cost1 credits2 credits
Price (USD)$0.10$0.20
Typical generation time5-15s10-25s
Image inputYesNo
OutputUp to 4096x4096 (16MP)-
InputText prompt-
Quality-Max
Speed-10-25s
Sizes-Six presets

Controls and limits

These are the exact settings each model exposes in the Arteza studio, read from the live model registry. A control listed for one model and not the other is a real capability difference, not an omission.

ControlSeedream v4.5FLUX.2 Max
Image SizeSquare HD (4096x4096), Square (2048x2048), Portrait 4:3 (3072x4096), Portrait 16:9 (2304x4096), Landscape 4:3 (4096x3072), Landscape 16:9 (4096x2304)Not available
Number of Images1 to 4Not available
SeedSupportedNot available
SizeNot available1:1 (1024x1024), 1:1 (512x512), 3:4 (768x1024), 9:16 (576x1024), 4:3 (1024x768), 16:9 (1024x576)

Real output from both models

Every clip and image below was generated on Arteza by the model in its column, shown with the prompt that produced it. Nothing here is a stock photograph or a sample borrowed from another model.

Seedream v4.5

A dynamic abstract composition featuring electric neon gradients flowing from vibrant magenta to cyan blue, with explosive bu
Prompt: A dynamic abstract composition featuring electric neon gradients flowing from vibrant magenta to cyan blue, with explosive bursts of golden yellow and lime green. Sharp geometric s
Cinematic sunset landscape, golden hour light casting long shadows across rolling hills, dramatic clouds with fiery orange an
Prompt: Cinematic sunset landscape, golden hour light casting long shadows across rolling hills, dramatic clouds with fiery orange and deep violet hues, rays of light piercing through the
Neon-lit Hong Kong tram snaking through a narrow canyon of illuminated shop signs at blue hour, wide street-level composition
Prompt: Neon-lit Hong Kong tram snaking through a narrow canyon of illuminated shop signs at blue hour, wide street-level composition, reflections doubling the signage on wet tram tracks,

FLUX.2 Max

Master indigo dyer lifting a length of resist-bound cotton from a fermentation vat, fabric cascading in deep midnight blue wi
Prompt: Master indigo dyer lifting a length of resist-bound cotton from a fermentation vat, fabric cascading in deep midnight blue with pale shibori resist patterns blooming as it meets th
Polar bear mother and cub navigating pressure-ridged Arctic sea ice at blue hour, wide cinematic horizontal wildlife frame, t
Prompt: Polar bear mother and cub navigating pressure-ridged Arctic sea ice at blue hour, wide cinematic horizontal wildlife frame, telephoto compression stacking jagged ice slabs into gra
Low-slung Formula E car sliding broadside through a hairpin on a floodlit street circuit at night, thick tyre smoke glowing a
Prompt: Low-slung Formula E car sliding broadside through a hairpin on a floodlit street circuit at night, thick tyre smoke glowing amber under sodium stadium lights, wide ground-level act

When to choose each model

Choose Seedream v4.5 when

  • High-volume ideation: moodboards, thumbnails, and concept exploration where unit cost rules.
  • You need reproducibility: seed control lets you revisit and refine a specific result.
  • Multi-image batches per prompt to scan a wider creative space quickly.

Choose FLUX.2 Max when

  • The final asset: advertising, hero banners, and detailed production work.
  • You need maximum sharpness at large sizes without an upscaling pass.
  • Client-facing deliverables where retries are cheaper than a soft image.

What each model ships

Seedream v4.5

Advanced text-to-image generation with enhanced prompt understanding and superior aesthetic quality. Supports up to 16 megapixels output with unified text-to-image and editing architecture.

  • Enhanced Prompt Understanding
  • Up to 16 Megapixel Output
  • Multi-Image Batch
  • Seed Reproducibility

FLUX.2 Max

FLUX.2 Max by Black Forest Labs. The maximum-fidelity FLUX.2 tier for hero images, advertising, and detailed production work. Six size presets.

  • Maximum FLUX.2 fidelity
  • Production quality
  • Sharp detail
  • Six size presets

The bottom line

Use them as a pipeline rather than rivals. Seedream 4.5's low per-image cost makes broad exploration nearly free, and its seed control means the winning direction is reproducible. When the direction is locked, re-render the finalist on FLUX.2 Max for the fidelity pass. On Arteza this is a two-minute workflow because both share one studio and one credit balance.

Frequently asked questions

How big is the price difference?

Seedream 4.5 is one of the most affordable quality models hosted on Arteza, while FLUX.2 Max is a premium tier. The exact live credit cost for each is shown on this page.

What does seed reproducibility mean?

A seed is the random starting point of a generation. Fixing the seed on Seedream 4.5 lets you regenerate the same composition while tweaking the prompt, which makes iteration controlled instead of random.

Which produces larger images?

Seedream 4.5 outputs up to 2048x2048 (4 megapixels). FLUX.2 Max offers six size presets aimed at production use. Both lists are live in the image studio.