AI image model comparison
Ming Image 0.1 Design Layer vs Nano Banana 2 Lite
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
Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) is Google's fastest, most cost-efficient Gemini image model, built for high-velocity developer pipelines and rapid-fire visual exploration.
- Per image
- Not available
- Output / 1M
- $30
- Image Elo
- Not available
At a glance
Quick verdict
Which model wins on the things that matter most when you're making images.
Cheaper per image
Not available
Per-image price is not available
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
Pricing
Ming Image 0.1 Design Layer vs Nano Banana 2 Lite price per image
What each image actually costs, plus the underlying API rates. Cheaper option highlighted.
| Metric | Nano Banana 2 Lite | |
|---|---|---|
| Cost per imageEstimated, ~1 megapixel (1024×1024) | Not available | Not available |
| Image outputPer 1M image tokens | Not available | $30 |
| Tokens per imageHow many image tokens one ~1MP image uses | Not available | Not available |
| Prompt textPer 1M input tokens | Included | $0.25 |
What it costs in practice
Estimated totals at standard resolution.
Single image
1 image
Nano Banana 2 LiteNot availableSocial media batch
50 images
Nano Banana 2 LiteNot availableProduct catalog
1,000 images
Nano Banana 2 LiteNot availableSpecs
Inputs, outputs, and limits
What each model accepts, what it gives back, and how long your prompt can be.
| Metric | Nano Banana 2 Lite | |
|---|---|---|
| Accepts | Image, Text | Image, Text |
| Produces | Image | Image, Text |
| Max prompt lengthText plus reference images | Not available tokens | 66K tokens |
| Reasoning step | No | Optional |
| Release date | September 23, 2026 | June 30, 2026 |
Features
Supported features
Creative controls available for each model.
| Metric | Nano Banana 2 Lite | |
|---|---|---|
| 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 Nano Banana 2
- Ming Image 0.1 Design Layer vs GPT Image 2.5 Sunburst
- 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 2 LiteView full model details- Nano Banana 2 Lite vs Nano Banana 2
- Nano Banana 2 Lite vs GPT Image 2.5 Sunburst
- Nano Banana 2 Lite vs Seedream 4.5
- Nano Banana 2 Lite vs Nano Banana
- Nano Banana 2 Lite vs GPT-5.4 Image 2
- Nano Banana 2 Lite vs Seedream 5.0 Flash
- Nano Banana 2 Lite vs Muse Image
- Nano Banana 2 Lite vs GPT Image 2
- Nano Banana 2 Lite vs GPT Image 2.5 Flare
- Nano Banana 2 Lite vs Ming Image 0.1 Design
- Nano Banana 2 Lite vs Nano Banana 2.1
- Nano Banana 2 Lite vs Hy Image 3.5 Preview
- Nano Banana 2 Lite vs GPT-5 Image Mini
- Nano Banana 2 Lite vs GPT-5 Image
- Nano Banana 2 Lite vs MAI-Image-2.6 Flash
- Nano Banana 2 Lite vs MAI-Image-2.6
- Nano Banana 2 Lite vs Riverflow V2.5 Pro
- Nano Banana 2 Lite vs GPT Image 1
- Nano Banana 2 Lite vs MAI-Image-2.5
FAQ
Frequently asked questions
Can Ming Image 0.1 Design Layer and Nano Banana 2 Lite 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 Lite 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 Lite 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 Lite at the same time. See both images side by side and keep the one you like.