Flux 2 vs Seedream 4.5
Product-on-model and online store imagery — see how these models compare with real AI-generated outputs.
Full comparisonCompare Models (select 4)
Flux 2 and Seedream 4.5 are both strong choices in Influencer Studio for e-commerce photography, especially when you need consistent product presentation for online stores and believable product-on-model visuals. Both support text-to-image and image-to-image editing, making them useful for generating new listings, refreshing hero images, and iterating on backgrounds, styling, and compositions.
The key differences come down to workflow priorities: Flux 2 emphasizes customization (including LoRA support), structured editing options (including face-swap), and a defined output ceiling up to 4MP—while Seedream 4.5 focuses on high-quality output with versatile styles and straightforward per-image pricing. Below is how each model typically fits common product photography tasks.
E-commerce Photography — Side-by-Side Results
Prompt
"A mid-20s woman with shoulder-length wavy dark hair in a casual oversized beige sweater and high-waisted jeans holds a minimalist stainless-steel insulated tumbler (logo facing camera) while filming a mirror selfie, glancing near the phone camera with a relaxed half-smile. Bright, clean lifestyle corner with a white wall and a small plant shelf, soft natural window light plus even catalog-style fill lighting for a Shopify/Amazon-ready look. Capture a candid “showing the cup” moment with a subtle second-angle feel (slight tilt/close-up framing), realistic phone-camera perspective and true-to-life colors."
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 brand consistency (e.g., repeating the same model look, lighting style, or product presentation across a catalog)
- Image-to-image editing plus style transfer for quick variant creation (new backgrounds, seasonal looks, or ad-ready crops) while keeping the product recognizable
- Face-swap support for product-on-model workflows when you need consistent talent across multiple SKUs or campaigns
- Up to 4MP output for store-ready images where you want crisp detail on textures, labels, and materials
- Two pricing tiers (22 credits Standard / 16 credits Klein 9B) to balance quality needs and cost per asset
Seedream 4.5 Strengths
- High-quality output suited to clean storefront imagery, including polished hero shots and lifestyle compositions
- Strong image-to-image editing for iterative improvements (composition fixes, background swaps, and styling changes)
- Versatile styles for moving between minimal studio looks and lifestyle scenes without changing tools
- Simple pricing at 16 credits per image for predictable budgeting across large batches
Verdict
Choose Flux 2 if your e-commerce workflow depends on repeatable brand consistency and controlled variation—especially for product-on-model catalogs where LoRA-driven consistency and face-swap can reduce reshoots and keep campaigns visually unified. It’s also a good fit when you want multiple pricing options depending on the job.
Choose Seedream 4.5 if you want a straightforward, consistently strong generator/editor for store imagery with predictable per-image costs. It’s a solid default for teams producing lots of listing images, hero shots, and lifestyle variants without needing fine-tuning.
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