Flux 2 vs Seedream 4.5
Interior design, staging, and property listings — see how these models compare with real AI-generated outputs.
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For real estate marketing, the best image model is the one that can keep a space believable while still letting you iterate quickly—swap furniture, adjust materials, brighten lighting, and maintain consistent room geometry across a full listing. Flux 2 and Seedream 4.5 are both strong options in Influencer Studio for interior design concepts, virtual staging, and property listing visuals.
This comparison focuses on practical outcomes for agents, photographers, and designers: how reliably each model preserves architectural details, how controllable edits feel (without “warping” rooms), how clean the output looks for MLS-ready images, and how pricing impacts large batches (multiple rooms, angles, and seasonal staging sets).
Real Estate & Interiors — Side-by-Side Results
Prompt
"Wide-angle phone photo like an Instagram story: a woman in her late 20s with shoulder-length wavy brown hair, wearing a cozy oatmeal knit sweater and black leggings, stands in a bright, beautifully staged modern living room (neutral sofa, textured rug, plants, clean coffee table styling) and casually points toward the big window while looking near the camera mid-sentence. Natural window light fills the space, slightly imperfect handheld framing with a bit of motion blur like a real home tour clip. The room feels like a Zillow/Airbnb hero shot—tidy, inviting, modern decor—captured in an everyday influencer “showing you my favorite corner” moment."
Feature Comparison
| Feature | Flux 2 | Seedream 4.5 |
|---|---|---|
| Provider | Black Forest Labs | ByteDance |
| Subcategories | text-to-image, image-to-image | text-to-image, image-to-image |
| 1080p / 2k Mode | Yes | Yes |
| 4k Mode | Yes | No |
| NSFW Rating | Low | Low |
| Aspect Ratio | 1:1, 16:9, 9:16, 3:4, 4:3 | 1:1, 16:9, 9:16, 3:4, 4:3 |
| Model Variant | Standard, Klein 9B | — |
| Starting Price | 22 credits | 16 credits |
Flux 2 Strengths
- LoRA support for consistent listing aesthetics (e.g., brand look, recurring furniture sets, or a signature staging style across multiple properties)
- Versatile image-to-image editing for targeted changes like replacing sofas, rugs, wall art, or cabinet finishes while keeping the room layout intact
- Up to 4MP output for crisp listing images and tighter crops (kitchen details, bathroom fixtures, flooring textures) without falling apart
- Style transfer options to quickly explore design directions (modern, Scandinavian, industrial) from the same base room photo
- Face-swap support for specific marketing concepts (useful in lifestyle-adjacent listing creatives), though typically less essential for standard property photos
Seedream 4.5 Strengths
- Strong all-around editing for common virtual staging tasks—adding/removing furniture, refreshing decor, and modernizing finishes
- High-quality output with versatile styles, suitable for both photoreal listing images and more “designed” brochure-style renders
- Simpler pricing at 16 credits per image, which can be cost-effective for multi-room batches and frequent iterations
- Reliable text-to-image generation for concept boards (e.g., “bright airy coastal living room”) when you don’t have a base photo yet
Verdict
Choose Flux 2 when you need maximum control and consistency across a full property set—especially if you plan to reuse a specific staging look across many listings via LoRA, or you want higher-detail outputs for premium marketing and close-up crops.
Choose Seedream 4.5 when you want strong, straightforward staging and redesign edits at a predictable per-image cost. It’s a solid pick for high-volume listing workflows where speed, quality, and budget per room matter most.
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