AI image model comparison
Ming Image 0.1 Design Layer vs Nano Banana 2
Image quality, cost per image, and editing features compared side by side. Or skip the guesswork and generate with both.
inclusionAI
Ming Image 0.1 Design Layer
Ming Image 0.1 Design Layer is an image-to-image model from inclusionAI that decomposes a flattened design image into separate RGBA layers, such as a background layer and foreground elements, and
- Per image
- Not available
- Output / 1M
- Not available
- Image Elo
- Not available
Gemini 3.1 Flash Image, a.k.a. "Nano Banana 2," is Google’s latest state of the art image generation and editing model, delivering Pro-level visual quality at Flash speed.
- Per image
- $0.067
- Output / 1M
- $60
- Image Elo
- 1277
At a glance
Quick verdict
Which model wins on the things that matter most when you're making images.
Cheaper per image
Not available
Only one lists a per-image price
Better image quality
Not available
Not enough arena data
Better at editing
Not available
Not enough arena data
Newer release
Ming Image 0.1 Design Layer
Released September 23, 2026
Quality
Image quality rankings
Elo ratings from Design Arena, where people vote between two anonymous images made from the same prompt. Higher is better.
Image generation
Nano Banana 2#4 · 65.1% wins1277Image editing
Nano Banana 2Not availableGraphic design
Nano Banana 2#4 · 66.3% wins1262Logos
Nano Banana 2#4 · 62.9% wins1262Pricing
Ming Image 0.1 Design Layer vs Nano Banana 2 price per image
What each image actually costs, plus the underlying API rates. Cheaper option highlighted.
| Metric | Nano Banana 2 | |
|---|---|---|
| Cost per imageEstimated, ~1 megapixel (1024×1024) | Not available | $0.067 |
| Image outputPer 1M image tokens | Not available | $60 |
| Tokens per imageHow many image tokens one ~1MP image uses | Not available | 1,120 |
| Prompt textPer 1M input tokens | Included | $0.50 |
What it costs in practice
Estimated totals at standard resolution.
Single image
1 image
Nano Banana 2$0.067Social media batch
50 images
Nano Banana 2$3.36Product catalog
1,000 images
Nano Banana 2$67.20Specs
Inputs, outputs, and limits
What each model accepts, what it gives back, and how long your prompt can be.
| Metric | Nano Banana 2 | |
|---|---|---|
| Accepts | Image, Text | Image, Text |
| Produces | Image | Image, Text |
| Max prompt lengthText plus reference images | Not available tokens | 131K tokens |
| Reasoning step | No | Optional |
| Release date | September 23, 2026 | June 18, 2026 |
Features
Supported features
Creative controls available for each model.
| Metric | Nano Banana 2 | |
|---|---|---|
| Image editingAccepts reference or source images | Supported | Supported |
| Text alongside imagesCan explain or caption what it made | Not supported | Supported |
| Thinks before drawingPlans the image with a reasoning step | Not supported | Supported |
| Reproducible seedsSame seed, same image | Supported | Supported |
| Temperature controlTrade consistency for variety | Supported | Supported |
Keep exploring
More on these models
Other head-to-heads, the full model page, and the alternatives list for each model.
- Ming Image 0.1 Design Layer vs GPT Image 2.5 Sunburst
- Ming Image 0.1 Design Layer vs Nano Banana 2 Lite
- Ming Image 0.1 Design Layer vs Seedream 4.5
- Ming Image 0.1 Design Layer vs Nano Banana
- Ming Image 0.1 Design Layer vs GPT-5.4 Image 2
- Ming Image 0.1 Design Layer vs Seedream 5.0 Flash
- Ming Image 0.1 Design Layer vs Muse Image
- Ming Image 0.1 Design Layer vs GPT Image 2
- Ming Image 0.1 Design Layer vs Ming Image 0.1 Design
- Ming Image 0.1 Design Layer vs Hy Image 3.5 Preview
Nano Banana 2View full model details- Nano Banana 2 vs GPT Image 2.5 Sunburst
- Nano Banana 2 vs Nano Banana 2 Lite
- Nano Banana 2 vs Seedream 4.5
- Nano Banana 2 vs Riverflow V2.5 Pro
- Nano Banana 2 vs Nano Banana
- Nano Banana 2 vs MAI-Image-2.6
- Nano Banana 2 vs GPT-5.4 Image 2
- Nano Banana 2 vs MAI-Image-2.6 Flash
- Nano Banana 2 vs Seedream 5.0 Flash
- Nano Banana 2 vs Muse Image
- Nano Banana 2 vs Nano Banana Pro
- Nano Banana 2 vs MAI-Image-2.5
- Nano Banana 2 vs GPT Image 2
- Nano Banana 2 vs FLUX.2 Flex
- Nano Banana 2 vs FLUX.2 Pro
- Nano Banana 2 vs Ming Image 0.1 Design
- Nano Banana 2 vs Seedream 5.0 Pro
- Nano Banana 2 vs Seedream 5.0 Lite
- Nano Banana 2 vs Grok Imagine Image 2.0
- Nano Banana 2 vs Recraft V4.1 Flash
- Nano Banana 2 vs FLUX.3 Image
- Nano Banana 2 vs Grok Imagine Image Quality
- Nano Banana 2 vs Qwen Image 3
- Nano Banana 2 vs FLUX.2 Max
FAQ
Frequently asked questions
Can Ming Image 0.1 Design Layer and Nano Banana 2 edit existing images?
Yes. Both accept reference images, so you can upload a photo and ask for changes like a new background, different lighting, or added text.
Can I use Ming Image 0.1 Design Layer and Nano Banana 2 at the same time?
Yes. Shortcut Chat sends one prompt to multiple image models at once, so you can see Ming Image 0.1 Design Layer and Nano Banana 2 results side by side and keep the one you like.
Why choose? Generate with both.
Send one prompt to Ming Image 0.1 Design Layer and Nano Banana 2 at the same time. See both images side by side and keep the one you like.