Flat Lay Comparison

Flux Ultra 1.1 vs Seedream 4.5

Top-down arranged compositions and aesthetic product flat lays — see how these models compare with real AI-generated outputs.

Full comparison

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Flat lay images live or die by the details: believable top-down perspective, clean object separation, natural shadows, and styling that feels intentionally arranged rather than randomly scattered. On Influencer Studio, both Flux Ultra 1.1 and Seedream 4.5 can produce high-quality flat lays, but they shine in different parts of the workflow.

Flux Ultra 1.1 focuses on premium, photorealistic generation with ultra-high detail—ideal when you want a “finished” top-down product scene in one prompt. Seedream 4.5 pairs strong generation with image-to-image editing, which is especially useful for iterating on composition, swapping items, or refining layout without restarting from scratch.

Which Model Should You Choose?

Short answer: Flux Ultra 1.1 is better for premium photoreal detail, while Seedream 4.5 is better for versatile editing. If you are creating flat lay, start with Seedream 4.5 because it costs fewer credits per output and lets you test more directions, then switch to Flux Ultra 1.1 for polished, higher-resolution final assets.

If you need…ChooseWhy
Lower-cost exploration and more variants per creditSeedream 4.5Seedream 4.5 costs 16 credits to start, so you can test more directions for less.
Polished, ready-to-ship final assetsFlux Ultra 1.1Flux Ultra 1.1 produces stronger final-asset polish for campaign-ready output.
Readable text in designs, overlays, and packagingSeedream 4.5Seedream 4.5 renders labels and typography more cleanly.
Editing and reference-driven iterationSeedream 4.5Seedream 4.5 is more flexible for editing from references or existing outputs.
Consistent characters and repeated campaign visualsEither modelEither model holds character and style consistency better across outputs.
Flat Lay specificallyFlux Ultra 1.1Flux Ultra 1.1 scores higher on final polish, which matters most for flat lay.

How They Compare, Criterion by Criterion

CriteriaFlux Ultra 1.1Seedream 4.5Winner
Realism●●●●●●●●●○Flux Ultra 1.1
Text accuracy●●○○○●●●○○Seedream 4.5
Editing flexibility●●○○○●●●●○Seedream 4.5
Cost efficiency●●●○○●●●●○Seedream 4.5
Final polish●●●●●●●●●○Flux Ultra 1.1
Consistency●●●●○●●●●○Tie
Best first test●●●○○●●●●○Seedream 4.5

How We Compare These Models

Models compared

Flux Ultra 1.1 vs Seedream 4.5

Use case

Flat Lay

Flux Ultra 1.1 — best for

premium photoreal detail

Seedream 4.5 — best for

versatile editing

Flux Ultra 1.1 — avoid if

You need editing, text accuracy, or low-cost iteration

Seedream 4.5 — avoid if

You need premium hero-level polish or perfect text

Credits per image (Flux Ultra 1.1)

16 credits

Credits per image (Seedream 4.5)

16 credits

Last updated

June 8, 2026

What the Examples Show

Realism

Flux Ultra 1.1 tends to produce more natural skin texture, lighting, and detail in these outputs.

Text accuracy

Seedream 4.5 renders any labels, overlays, or typography more cleanly.

Commercial usability

Flux Ultra 1.1 is closer to a ready-to-use image asset; Seedream 4.5 is better for concepting.

Recommended next step

Use Seedream 4.5 for first-pass variants, then Flux Ultra 1.1 for final polish.

Flat Lay — Side-by-Side Results

Prompt

"Top-down flat lay overhead shot on a light wood kitchen table: a 20s woman with shoulder-length wavy brown hair and a cozy oversized grey sweatshirt leans into the frame from the edge, looking up toward the phone camera with a relaxed, just-woke-up expression while her hand reaches for a ceramic mug. A casually styled breakfast scene is neatly arranged—oat milk carton, matcha whisk, small bowl of berries, open journal with messy handwritten to-do list, gold hoops, lip balm, and phone with Instagram Story draft visible—balanced composition on a clean surface. Soft natural window light, slightly imperfect candid vibe like a real UGC morning routine post."

Feature Comparison

FeatureFlux Ultra 1.1Seedream 4.5
ProviderBlack Forest LabsByteDance
Subcategoriestext-to-imagetext-to-image, image-to-image
1080p / 2k ModeYesYes
4k ModeNoNo
NSFW RatingStrictLow
Aspect Ratio1:1, 16:9, 9:16, 3:4, 4:3, 21:91:1, 16:9, 9:16, 3:4, 4:3
Starting Price16 credits16 credits

Flux Ultra 1.1 Strengths

  • Exceptional micro-detail for flat lays (textures, fabric weave, label edges, subtle surface grain)
  • Photorealistic lighting and shadow behavior that helps top-down scenes feel grounded and premium
  • Strong material realism (glass, metal, paper, ceramics) for product-centric flat lay compositions
  • Crisp, high-end look that works well for ecommerce-style overhead shots and hero images

Seedream 4.5 Strengths

  • Image-to-image editing for flat lay iteration (rearrange items, adjust styling, refine spacing) without losing the overall scene
  • Versatile style range (clean studio flat lay, lifestyle tabletop, editorial mood boards) from the same base concept
  • High-resolution output that holds up for social crops (1:1, 4:5, 9:16) and detail punch-ins
  • Practical for “client feedback” workflows—make targeted changes instead of regenerating entirely

Verdict

If your priority is a premium, photoreal flat lay that looks production-ready with minimal iteration, Flux Ultra 1.1 is the stronger pick—especially for product texture fidelity and convincing top-down lighting.

If you expect to iterate on layout (move objects, refine negative space, test alternate props) or you already have a reference flat lay to improve, Seedream 4.5 is often the more efficient choice thanks to its editing workflow. Pricing is identical at 16 credits per image, so the decision typically comes down to “best first-shot realism” (Flux Ultra 1.1) versus “best iteration and control” (Seedream 4.5).

Frequently Asked Questions

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