Nano Banana Pro vs Seedream 4.5
Product-on-model and online store imagery — see how these models compare with real AI-generated outputs.
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Choosing the right image model for e-commerce photography comes down to two things: how reliably it produces store-ready product visuals, and how efficiently you can iterate on variations (angles, outfits, backgrounds, and brand details). Nano Banana Pro and Seedream 4.5 both target high-quality outputs, but they excel in different parts of the workflow.
This comparison focuses on product-on-model shots and online store imagery—where consistency, accurate logos/labels, clean backgrounds, and realistic materials matter as much as overall aesthetics.
E-commerce Photography — Side-by-Side Results
Prompt
"A 20s woman with shoulder-length wavy brown hair in a casual cream hoodie and light-wash jeans holds a sleek reusable insulated water bottle (product clearly visible) while taking a mirror selfie, looking slightly toward the phone camera with a relaxed half-smile. Bright, catalog-clean natural window light in a tidy white bedroom corner with minimal decor, lifestyle background but Shopify/Amazon-ready lighting and sharp focus on the bottle; include a candid “just grabbed this for today” vibe with a second angle feel (one close-up of hand + bottle label, one wider mirror shot). Shot on phone camera, realistic skin texture, no heavy retouching, everyday UGC ad look."
Feature Comparison
| Feature | Nano Banana Pro | Seedream 4.5 |
|---|---|---|
| Provider | Google (Gemini 3 Pro) | ByteDance |
| Subcategories | text-to-image | text-to-image, image-to-image |
| 1080p / 2k Mode | Yes | Yes |
| 4k Mode | Yes | No |
| NSFW Rating | Medium | Low |
| Aspect Ratio | 1:1, 16:9, 9:16, 3:4, 4:3 | 1:1, 16:9, 9:16, 3:4, 4:3 |
| Resolution | 1K, 2K, 4K | — |
| Starting Price | 22 credits | 16 credits |
Nano Banana Pro Strengths
- Industry-leading text rendering for labels, packaging, hang tags, and in-image callouts that need to be readable and on-brand
- Marketing-grade, production-quality visuals well-suited for hero images, PDP banners, and polished product-on-model shots
- Up to 4K output for detailed crops (fabric texture, stitching, cosmetics finish) and multi-channel reuse without re-rendering
- Strong multimodal understanding to better align prompts with product details and context (e.g., “same SKU, different colorway, studio lighting”)
- Flexible resolution pricing: 1K and 2K at the same credit cost can be efficient for rapid previewing and iteration
Seedream 4.5 Strengths
- Strong image-to-image editing for practical e-commerce workflows (refine an existing shot, adjust styling, update backgrounds, or iterate compositions)
- Versatile styles for brand exploration—clean studio, lifestyle, editorial, seasonal campaigns, and marketplace-friendly looks
- High-quality output that works well for consistent catalog imagery when you need many variations quickly
- Simple per-image pricing makes budgeting straightforward for bulk generation
- Efficient for iterative improvements when you already have a base image to guide the result
Verdict
Pick Nano Banana Pro when your e-commerce images must include accurate, readable text (packaging, labels, logos, promotional overlays) and you want premium, marketing-ready hero shots—especially if 4K detail and clean typography are priorities.
Pick Seedream 4.5 when your workflow depends on editing and iteration—starting from an existing product or model image and refining it into multiple store-ready variants. For teams producing lots of variations (background swaps, styling tweaks, campaign themes), its editing strength and predictable per-image cost can be a practical advantage.
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