Flux 2 vs Nano Banana Pro
Product-on-model and online store imagery — see how these models compare with real AI-generated outputs.
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For e-commerce photography, the best image model is the one that keeps products accurate, models consistent, and backgrounds clean—while still letting you iterate fast on poses, styling, and layouts. Flux 2 and Nano Banana Pro both generate store-ready imagery, but they excel in different parts of the workflow.
This comparison focuses on product-on-model and online store imagery (PDP/PLP images, lifestyle shots, and marketing creatives). We’ll look at how each model handles product fidelity, text rendering for packaging and banners, resolution, editing, and cost per output.
E-commerce Photography — Side-by-Side Results
Prompt
"A 22–28-year-old woman with shoulder-length wavy dark hair, minimal makeup, wearing a cozy oatmeal knit sweater and high-waisted light jeans, holds a matte pastel reusable water bottle (the product) close to the phone camera while standing in a bright kitchen by a window, looking just off-lens like she’s mid-sentence in a TikTok UGC ad. Natural daylight with soft shadows, clean uncluttered countertop and mostly white background for a Shopify/Amazon-ready feel, with an authentic handheld selfie angle plus a subtle “second angle” vibe showing the bottle in her hand at chest level and then tucked in her tote bag. Candid, everyday moment—slightly imperfect framing, real skin texture, no editorial styling, catalog-clean lighting and sharp product detail."
Feature Comparison
| Feature | Flux 2 | Nano Banana Pro |
|---|---|---|
| Provider | Black Forest Labs | Google (Gemini 3 Pro) |
| Subcategories | text-to-image, image-to-image | text-to-image |
| 1080p / 2k Mode | Yes | Yes |
| 4k Mode | Yes | Yes |
| NSFW Rating | Low | Medium |
| 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 | 1K, 2K, 4K |
| Starting Price | 22 credits | 22 credits |
Flux 2 Strengths
- Flexible editing workflow (text-to-image plus strong image-to-image) for iterating poses, backgrounds, and lighting while keeping the product directionally consistent
- LoRA support for brand- or SKU-specific consistency (useful for repeating the same garment cut, logo placement, or signature styling across a catalog)
- Cost-efficient high-resolution generation up to 4MP, with a lower-credit option available for faster iteration
- Style transfer options for creating cohesive seasonal looks (studio white, premium lifestyle, editorial) across multiple product lines
- Face-swap support for maintaining a consistent model identity across a campaign (when used responsibly and with proper rights)
Nano Banana Pro Strengths
- Industry-leading text rendering for packaging, labels, hang tags, and promo graphics—helpful when readable typography is required
- Marketing-grade output quality geared toward storefront hero images, ads, and polished lifestyle compositions
- Multimodal understanding that can improve adherence to reference images and product details when you provide visual inputs
- 4K output option for sharper crops, zoom-ins, and banner placements (useful for wide hero sections and high-detail PDP needs)
Verdict
Choose Flux 2 if your e-commerce workflow depends on editing and repeatability: iterating on an existing product photo, swapping scenes while keeping the SKU stable, or building consistent catalog sets via LoRA. It’s also attractive when you want high resolution with more predictable per-image costs.
Choose Nano Banana Pro if your priority is readable text and polished marketing creatives—especially for packaging-forward products, storefront banners, and ad units where typography must be crisp. Just note that 4K outputs cost more credits, so it can be best reserved for final selects rather than every iteration.
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