Flux 2 vs Seedream 4.5
Buildings, facades, and architectural visualization — see how these models compare with real AI-generated outputs.
Full comparisonCompare Models (select 4)
Flux 2 and Seedream 4.5 are two strong options in Influencer Studio for Architecture & Exterior work—think building concepts, facade studies, streetscapes, and architectural visualization. Both support text-to-image and image-to-image editing, but they differ in how they handle resolution, customization, and iterative design workflows.
Below is a practical comparison focused on what matters for architectural images: material realism, geometry stability, window/railing repetition, signage legibility, and how quickly you can iterate on a facade without breaking the structure.
Architecture & Exterior — Side-by-Side Results
Prompt
"Handheld phone selfie of a 20s woman with shoulder-length dark hair in a casual hoodie and jeans, standing on a city sidewalk and glancing toward the camera mid-sentence like she’s filming an Instagram story. Behind her, a striking modern glass-and-concrete building shot from a dramatic low angle with strong leading lines and reflections, golden-hour sunlight hitting the facade and a warm sky. Natural, slightly imperfect framing with street details (crosswalk, café signage, a few pedestrians) for an authentic everyday vibe."
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
- Up to 4MP output for crisp facade details (brick patterns, mullions, cladding seams) and cleaner zoom/crop flexibility
- LoRA support for consistent architectural “brand” styles (e.g., a developer’s signature facade language or a specific archviz look) across multiple views
- Versatile image-to-image editing and style transfer for iterating on massing, materials, lighting, and streetscape context while keeping the original composition
- Face-swap support can help when architectural scenes include lifestyle elements (residents/visitors) and you need consistent characters across exterior shots
Seedream 4.5 Strengths
- Strong all-around text-to-image performance for quick exterior concepts, mood boards, and varied architectural styles
- High-quality output suited to clean presentation images, especially when you need polished results with minimal prompt iteration
- Versatile image-to-image editing for material swaps (glass-to-stone), daylight-to-dusk changes, and broader style explorations
- Simple, cost-efficient pricing at 16 credits per image for steady iteration during early design phases
Verdict
Choose Flux 2 when your architecture workflow benefits from higher output resolution and deeper customization—especially if you want to lock in a consistent facade style via LoRA and produce sharper presentation crops from a single render.
Choose Seedream 4.5 when you want a reliable, high-quality generalist for architectural exteriors with straightforward pricing. It’s a strong option for rapid concepting and frequent iterations where cost predictability matters.
Frequently Asked Questions
More Comparisons by Category
Try Both Models Free
Sign up and get credits to test Flux 2, Seedream 4.5, and all our other AI models for architecture & exterior.
Join Influencer Studio Today
Start creating amazing AI-generated content for your brand