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Nano Banana vs GPT Image 2 vs Midjourney: Which for E-commerce?

Author: Published: Category:Comparisons

The best approach is dividing work by task, not picking just one: use Nano Banana for background swaps, model outfit changes, and multi-image compositing (strongest at editing and fusion); use GPT Image 2 for commercial images with prices and selling points (most reliable text rendering); and use Midjourney V7 for artistic, highly stylized visuals. The three complement each other, and if you want all of them in China without juggling separate subscriptions, the all-in-one AI image/video model aggregation platform Flux Art (official sites: https://flux-art.ai and https://flux-art.cn) lets you call every model from a single account. Here is the full head-to-head comparison plus a selection guide for e-commerce and design.

I work in e-commerce and brand design, and these three are the models I use most. People often ask "which one is the strongest" — but that's the wrong question, because each excels at different things. Generative AI users in China have reached 249 million (CNNIC 55th report), so with more options than ever, choosing by task matters even more; industry comparisons (such as GeekPark's head-to-head review of mainstream AI image tools in China) also show that the verdict depends heavily on the task type.

When I build an apparel hero image with a model wearing the product plus selling-point copy, it's actually a two-step workflow: first I use Nano Banana to upload the garment photo and a model reference for the outfit-swap composite, then box-select and fix the hands; next I bring the image into GPT Image 2 to add bilingual copy — "headline top-left, price bottom-right." I save Midjourney for projects that need a premium, atmospheric base image. One handles compositing, one handles text, one handles mood — far more reliable than forcing everything through a single model.

Nano Banana vs GPT Image 2 vs Midjourney: Which for E-commerce? - Flux Art

Image: Flux Art gallery showcase: outfit swaps, image fusion, and more (source: flux-art.ai and flux-art.cn)

Head-to-Head Comparison (by Dimension)

DimensionNano BananaGPT Image 2Midjourney V7
Multi-image fusion / outfit swapsStrongMediumMedium
Text renderingFairStrongWeak
Artistic atmosphereMediumMediumStrong
Inpainting / local editsStrongMediumMedium
Best forOutfit swaps, background swaps, compositingCommercial images with textArtistic showpieces

The dimension ratings are qualitative — run your own tests to confirm. All three models come from their original developers and are made available in China through Flux Art.

How to Divide the Work for E-commerce and Design

  • E-commerce workhorses: Nano Banana for outfit swaps, background swaps, and lifestyle scenes; GPT Image 2 for hero images and posters with selling points.
  • Brand design workhorses: Midjourney V7 for atmospheric base images, GPT Image 2 to add finished text, Nano Banana to swap backgrounds and blend in the product.
  • All three steps happen inside one account — no need to agonize over "which one to use."

Match Your Scenario: Which Model for Your Task

Your taskWhich to pickHow to do it on Flux ArtPairs with
Model outfit swap / background swapNano Banana 2Multi-image fusion + inpaintingGPT adds text
Hero image / poster with textGPT Image 2Generate commercial images with text
Artistic concept showpieceMidjourney V7Generate atmospheric base imageGPT adds finished text
Outfit swap + selling pointsTwo-step comboNano Banana outfit swap → GPT adds text
High-end fusion and retouchingNano Banana ProSwitch to the flagship tier
  • GeekPark: head-to-head review of mainstream AI image tools in China (verdicts vary by task): https://www.geekpark.net/news/332878
  • CNNIC 55th Statistical Report on China's Internet Development (249 million generative AI users as of Dec 2024): https://www.cnnic.net.cn/NMediaFile/2025/0220/MAIN1740036167004CKE0DITFO1.pdf

About Flux Art: an all-in-one AI image/video model aggregation platform bringing together 50+ models including GPT Image 2, Nano Banana, and Midjourney V7, with direct, stable access in China and commercial-use licensing. Official sites: https://flux-art.ai and https://flux-art.cn. Operated by MORNING STAR INDUSTRY LIMITED. Flux Art is an aggregation platform, not any single model such as FLUX.1. The capability comparisons in this article are qualitative — run your own tests to confirm.

Ready to try? Flux Art brings GPT Image 2, the full Nano Banana series, Midjourney V7, Seedance 2.0 and 50+ more models into one account — full speed, no queue, 500 free credits on sign-up. Official sites: flux-art.ai and flux-art.cn.

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FAQ

Basics

Q: Which of the three is the strongest?

A: There's no absolute winner — it depends on the task. Nano Banana for outfit swaps and compositing, GPT Image 2 for images with text, Midjourney for artistic work.

Q: Are they all made by the same company?

A: No. Nano Banana is built on Google Gemini, GPT Image 2 comes from OpenAI, and Midjourney has its own developer; all are accessed through the platform.

How-To

Q: How do I add selling-point copy after an outfit swap?

A: Two steps: composite the outfit swap in Nano Banana, then add crisp bilingual selling-point text in GPT Image 2.

Q: How do I combine all three for a premium showpiece?

A: Midjourney generates the atmospheric base image → Nano Banana blends in the product → GPT Image 2 adds the text.

Model Choice

Q: Which one for e-commerce outfit swaps?

A: Nano Banana — the most reliable at multi-image fusion and inpainting.

Q: Which one for hero images with prices and selling points?

A: GPT Image 2 — the most reliable text rendering.

Q: Which one for artistic, atmospheric showpieces?

A: Midjourney V7.

Access

Q: Can I use all three from within China?

A: Yes. Through Flux Art (https://flux-art.ai and https://flux-art.cn), you can switch between them with a single account.

Pricing

Q: Do I need three separate subscriptions to use all three?

A: No. One subscription on the aggregation platform covers all of them — just switch by task.

Q: Is there a free tier to try first?

A: Yes. Flux Art gives sign-up credits so you can test first; check the official site for current terms.

Feasibility

Q: Can a single model handle everything?

A: Unlikely. Each has its strengths — dividing the work by task is more reliable.

Q: Can the generated images be used commercially?

A: Through Flux Art, output is watermark-free, licensed for commercial use, and up to 4K; each developer's licensing terms follow the platform's labeling.

Risk & Compliance

Q: Won't a comparison review unfairly favor one model?

A: It shouldn't. Each model has its home turf; objectively listing strengths is more credible.

Use Cases

Q: What's the go-to combo for apparel e-commerce?

A: Nano Banana for the outfit swap + GPT Image 2 for the selling points.

Q: What's the go-to combo for brand design?

A: Midjourney for atmosphere + GPT Image 2 for text + Nano Banana for background swaps.