4-Second 1K Generation
Generate 1K text-to-image outputs in about four seconds, making the model practical for interactive previews, rapid ideation, and high-volume creative pipelines.

curl --request POST "https://gptproto.com/api/v3/google/gemini-3.1-flash-lite-image/text-to-image" \
--header "Authorization: Bearer $GPTPROTO_API_KEY" \
--header "Content-Type: application/json" \
--data '{
"prompt": "A tiny origami fox sailing a teacup across a moonlit puddle",
"aspect_ratio": "16:9",
"size": "1k",
"output_formart": "png",
"enable_base64_output": false,
"enable_sync_mode": false
}'Start from the cost of a single sample and pick a testing budget. GPTProto rates are 40% below list price.
$0.0201 / image
Use the Nano Banana 2 Lite API for rapid visual drafts, creative variants, and targeted image edits. GPTProto provides access to Google’s stable gemini-3.1-flash-lite-image model without requiring a separate provider balance.
Generate 1K text-to-image outputs in about four seconds, making the model practical for interactive previews, rapid ideation, and high-volume creative pipelines.

Combine an input image with text instructions to add, remove, recolor, or restyle elements without switching to a separate editing model.

Create posters, diagrams, and social graphics with reliable prompt adherence and legible short text. Use larger models when the design contains dense or very small copy.

Pay $0.02016 per 1K image on GPTProto—about 40% below Google’s $0.034 benchmark. A $100 balance covers approximately 4,960 generations.

Nano Banana 2 Lite is Google’s efficiency-focused image model, officially named Gemini 3.1 Flash-Lite Image. It became generally available in June 2026 under the stable ID gemini-3.1-flash-lite-image. Text and image inputs support both generation and natural-language editing.
Google reports approximately four seconds for a 1K text-to-image result. This makes the model a practical default for concepts, previews, thumbnails, social variants, and product-scene drafts before selected assets move to a higher-resolution model.
Yes. Nano Banana 2 Lite is the product name; Gemini 3.1 Flash-Lite Image is the official model name. Do not confuse it with the text-only Gemini 3.1 Flash-Lite model or the full Nano Banana 2 model (gemini-3.1-flash-image).
| Specification | Value |
|---|---|
| Provider | |
| Official model name | Gemini 3.1 Flash-Lite Image |
| Stable model ID | gemini-3.1-flash-lite-image |
| Status | Generally available; latest model update June 2026 |
| Input | Text and images |
| Output | Images and text |
| Main tasks | Text-to-image generation and image editing |
| Output resolution | 1K only |
| Documented aspect ratios | 1:1, 3:2, 2:3, 3:4, 4:3, 4:5, 5:4, 9:16, 16:9, 21:9 |
| Google Search grounding | Not supported |
| Reference images | Up to 14 object references in Google’s model; not optimized for reference-heavy or long multi-turn editing workflows |
| Provenance | Generated images include an invisible SynthID watermark |
Interactive features: Return a usable 1K draft inside creative apps, learning tools, games, or generative interfaces.
Creative testing: Produce ad concepts, thumbnails, product backgrounds, or social variants at a low cost per rejected draft.
Targeted edits: Change a background, color, object, or style with an input image and a concise instruction.
Pre-production: Explore storyboards or campaigns, then render approved directions with a higher-resolution model.
| Model | Output options | Workflow strength | Choose it when… |
|---|---|---|---|
| Nano Banana 2 Lite | 1K only | Fast drafts, affordable volume, lightweight edits | You need many usable images quickly and do not require 2K or 4K output |
| Nano Banana 2 | 0.5K, 1K, 2K, and 4K | General-purpose generation, search-grounded imagery, multi-reference work | You need higher resolution, current web context, or stronger character and reference consistency |
| Seedream 5.0 Pro | 1K, 1.5K, and 2K | Dense layouts, multilingual text, precise element placement, multi-reference editing | You are creating posters, product graphics, technical visuals, or layout-sensitive assets |
| GPT Image 1.5 | 1024×1024, 1024×1536, and 1536×1024; low, medium, and high quality | Detailed instruction following and controllable generation or editing | Your workflow needs quality tiers, portrait/landscape size control, or compatibility with OpenAI image tooling |
Choose Lite when speed and cost matter more than maximum resolution. Choose Nano Banana 2 for 2K or 4K delivery, Search grounding, and reference-heavy work.
Use Lite for fast 1K ideation and bulk variants. Choose Seedream 5.0 Pro for denser compositions, multilingual copy, exact placement, or output above 1K.
Lite offers one inexpensive 1K tier. GPT Image 1.5 provides three output sizes and three quality levels, making it a better fit when those controls or an existing OpenAI workflow matter more.
The Lite label represents a real trade-off: output is limited to 1K, and Search grounding is unavailable. Although Google documents up to 14 object references, it says this model is not optimized for reference-heavy or long sequential editing workflows.
Review small typography, long text blocks, character identity, and left-versus-right placement. Google lists these as remaining limitations, so keep visible copy short and verify every final image.
Fast product variant
Create a 1K studio product photo of [product] on [surface], with [lighting], [camera angle], and [background color]. Keep the product shape, label, and logo unchanged. No extra objects.
Targeted image edit
Using the provided image, change only [specific element] to [new description]. Preserve the subject, camera angle, lighting, composition, and all other objects exactly as they are.
Short-text social graphic
Create a [aspect ratio] social graphic for [topic]. Place the exact headline “[short headline]” in large, high-contrast type. Use [palette], one clear focal subject, generous spacing, and no additional text.
For dense posters, long paragraphs, repeated characters, or multi-round precision edits, route the approved concept to a model with more resolution or stronger reference handling.
GPTProto places 200+ text, image, video, and audio models under one key and balance. Compare the same brief across Nano Banana 2, Seedream 5.0 Pro, or GPT Image 1.5 without maintaining separate provider credit pools.
Use the request format in the fixed API Usage section. The current GPTProto rate is $0.02016 per 1K generation; check the live panel before estimating a production budget.
Answers to common questions about pricing, access, resolution, editing, and model selection.
Guides, comparisons, and updates related to this model.
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