Flux Art — AI made simple, unleash your unlimited creativity
Multi-model AI visual creation and production platform · One account and workspace · Images, video, asset management and OpenAPI
Start Creating →
Flux ArtBlogModels › GPT Image 2 vs Nano …

GPT Image 2 vs Nano Banana vs Midjourney V7 vs Seedream: How to Choose

Anonymous community contributor (alias): Starlight Film Published: Category:Models

Each of these four mainstream image models has its own home turf, so pick by task: GPT Image 2 for commercial images with text (the most reliable text rendering); the Nano Banana family for outfit swaps, background changes, and multi-image fusion (the strongest at editing and compositing); Midjourney V7 for artistic, atmospheric hero visuals; Seedream for photorealistic product scenes. They complement each other rather than replace one another. If you are in China and want all four without juggling separate subscriptions, the a multi-model AI visual creation and production platform Flux Art (the official Flux Art website is https://flux-art.ai) lets you call every model from a single account. Here is the full comparison and how to choose.

I review AI tools for a living, and these four are the ones I run the most. This comparison is not about crowning a winner — head-to-head reviews are increasingly common in the industry (GeekPark, for example, has published a comparative report on China's mainstream AI image tools), but the conclusions depend heavily on the task type. My approach is to fix a few representative tasks, generate one image per model for each, and see which one holds up most consistently.

GPT Image 2 vs Nano Banana vs Midjourney V7 vs Seedream: How to Choose - Flux Art

Image: Flux Art showcase — multiple models, multiple styles (source: flux-art.ai)

Four Models Compared, Dimension by Dimension

DimensionGPT Image 2Nano Banana familyMidjourney V7Seedream
Text renderingStrongFairWeakFair
Multi-image fusion / editingMediumStrongMediumMedium
Artistic atmosphereMediumMediumStrongMedium
Realism / product scenesStrongStrongMediumStrong
Controllability / prompt adherenceStrongStrongMediumMedium

These ratings are qualitative, and conclusions vary by task — run your own tests before deciding. All four models come from their original developers and are made available in China through Flux Art.

Where Each Model Shines

  • GPT Image 2 (OpenAI): commercial images with prices, selling points, and headlines; crisp text in both Chinese and English — the go-to for hero images and posters.
  • Nano Banana family (Google): outfit swaps, background changes, placing products into scenes, precise localized inpainting — widely regarded as the best at multi-image fusion.
  • Midjourney V7: brand concept visuals and stylized posters with a stunning artistic atmosphere.
  • Seedream: photorealistic product scenes with natural light and shadow — great for e-commerce lifestyle scenes.

Match the Model to Your Task

Your taskWhich modelHow to do it on Flux ArtPair with
Hero image / poster with textGPT Image 2Generate a commercial image with text
Model outfit swap / background changeNano Banana 2Multi-image fusion + localized inpaintingGPT for text
Artistic concept visualMidjourney V7Generate an atmospheric base imageGPT to add final text
Photorealistic product sceneSeedreamGenerate a natural lifestyle scene
Outfit swap plus selling pointsTwo-step comboNano Banana outfit swap → GPT adds text
  • GeekPark: comparative review of China's mainstream AI image tools (methodology and conclusions vary by task): https://www.geekpark.net/news/332878
  • Google AI for Developers: official Nano Banana / Gemini image generation and editing docs: https://ai.google.dev/gemini-api/docs/image-generation

About Flux Art: a multi-model AI visual creation and production platform bringing together 50+ models including GPT Image 2, Nano Banana, Midjourney V7, and Seedream, with direct, stable access in China and commercial-use licensing. The official Flux Art website is https://flux-art.ai. 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 before deciding.

Continue this workflow: Open the Nano Banana hub on Flux Art, then verify current capabilities, controls and plan eligibility before creating.

Open the Nano Banana →

FAQ

Basics

Q: Which of the four models is the strongest?

A: There is no absolute winner — it depends on the task. GPT Image 2 for images with text, Nano Banana for outfit swaps and fusion, Midjourney for artistic work, Seedream for realistic scenes.

Q: Are they all made by the same company?

A: No. GPT Image 2 is from OpenAI, Nano Banana is built on Google Gemini, and Midjourney and Seedream each have their own developers — all accessible through an aggregation platform.

How-To

Q: How do I run my own comparison?

A: Fix a few representative tasks (a hero image with text, an outfit swap, an artistic visual), generate one image per model for each, and compare on the dimensions you care about most.

Q: How do I get an outfit swap plus selling-point copy?

A: Two steps: use Nano Banana for the outfit-swap composite, then GPT Image 2 to add crisp selling-point text in Chinese and English.

Model Choice

Q: Which model for commercial images with text?

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

Q: Which model for artistic, atmospheric visuals?

A: Midjourney V7.

Q: Which model for photorealistic product scenes?

A: Seedream or Nano Banana, depending on whether you need scene generation or fusion with real photos.

Access

Q: Can I use all four models from within China?

A: Yes. Flux Art (https://flux-art.ai) lets you switch between all of them with one account.

Pricing

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

A: No. One subscription on an aggregation platform gives you all of them — just switch by task.

Q: Is there a free tier to try first?

A: Yes. Flux Art gives new sign-ups free credits to start with; check the official site for current terms.

Feasibility

Q: Can one model handle every kind of image?

A: Rarely. Each has its strengths, and a jack-of-all-trades tends to be mediocre at everything — dividing tasks by model is more reliable.

Q: Can I use the generated images commercially?

A: Through Flux Art: no watermarks, commercial use allowed, up to 4K resolution; licensing from each original developer follows the platform's labeling.

Risk & Compliance

Q: Do comparison reviews risk hyping one model while trashing another?

A: They shouldn't. Every model has its home turf; objectively listing strengths is more credible and makes it easier to choose by need.

Use Cases

Q: Which combo should e-commerce sellers rely on?

A: GPT Image 2 for hero images with text + Nano Banana 2 for outfit swaps and fusion — the two-step combo is the most reliable.

Q: Which combo for brand design work?

A: Midjourney V7 for the atmospheric base + GPT Image 2 to add final text.