GPT Proto

GPTProto

  • Dashboard
  • LLM

    • deepseek
      DeepSeek FlashNew
    • z-ai
      GLM 5.3
    • claude
      Claude Fable 5
    • deepseek
      DeepSeek v4 Pro
    • google
      Gemini 3.7 Flash
    • grok
      Grok 4.6
    Explore models >

    Image

    • openai
      GPT Image 2.5 SunburstNew
    • openai
      GPT Image 2
    • google
      Nano Banana Pro (Gemini 3 Pro Image)
    • google
      Nano Banana 2 (Gemini 3.1 Flash Image)
    • midjourney
      Midjourney
    • openai
      GPT Image 2.5 Flare
    Explore models >

    Video

    • minimax
      Minimax H3New
    • bytedance
      Seedance 2.5 (Build 260628)
    • bytedance
      Seedance 2.0 (Build 260128)
    • bytedance
      Seedance 2.0 Mini (Build 260615)
    • kling
      Kling v3.0 4k
    • vidu
      Vidu Q3 Turbo
    Explore models >
    Explore 232+ Models >
  • Generator

    • Create Image
    • Create Video
    • Edit in Canvas
    • Chat

    Features

    • AI Cat Dance Video GeneratorNew
    • AI Story Board Generator
    • Unrestricted AI Video Generator
    • Cute Wallpaper Generator
    • AI French Kissing Generator
    • AI Age Filter
    • AI Packaging Design Generator
    • Anime to Real Life AI
    • Anime AI Art Generator
    • AI Object Remover
    Explore All >

    Prompts

    • Seedance 2.0 PromptsNew
    • GPT Image 2 Prompts
    • Nano Banana Pro Prompts
    • Seedream 5.0 Pro Prompts
    • Midjourney Prompts
  • AI Blog

    • How to Generate Product Images in Bulk with the Seedream 5.0 Pro API
    • How to Make an AI Cat Dance Video With Your Own Cat
    • DeepSeek Flash vs Kimi K3: Which Is Better for Coding and Agents?
    • 5 Best Affordable AI Video APIs in 2026: Pricing, Ecommerce, and Short Drama
    • 7 Best Venice API Alternatives in 2026 for Developers
    Explore All >

    AI Insight

    • What Is GPT-6 Sol? Release Status, Pricing, Tests, and What We Know
    • What Is Claude Opus 5.2? Release Status, Rumors, and What We Know
    • Fix Invalid Request After Switching Models
    • AI video generates wrong text: The real fix
    • OpenAI-compatible API 401 & 403 error Fix Guide
    Explore All >

    AI Docs

    • gpt-image-2
    • gpt-5.4
    • kimi-k2.5
    • claude-opus-4-6
    • kling-v3.0-pro
    Explore All >

    AI Skills

    • browser-use
    • claude-to-im
    • competitive-ads-extractor
    • content-creator
    • data-storytelling
    Explore All >
Pricing+7% bonus
English繁體中文한국어日本語EspañolРусский
Get Started Now
  1. Home
  2. /Model
  3. /Google
  4. /gemini-3.1-flash-lite-image
Google
Nano Banana 2 Lite (Gemini 3.1 Flash-Lite Image)
$ 
Run Google’s fastest Gemini image model for approximately four-second 1K generation and natural-language editing. GPTProto charges $0.02016 per image—about 40% below Google’s $0.034 benchmark price—with one balance shared across 200+ models.

Modalities

Input: TextInput: Image
Output: Image

API Usage Examples
$ 
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
  }'
Nano Banana 2 Lite (Gemini 3.1 Flash-Lite Image) pricing

Start from the cost of a single sample and pick a testing budget. GPTProto rates are 40% below list price.

Your usage

$0.0201 / image

Related Models
All Models
Nano Banana 2 Lite (Gemini 3.1 Flash-Lite Image)
Current
$ 
byGoogle$0.0202 per time1K
GPT Image 2.5 Sunburst
$ 
byOpenAI$7.6/M input$28.5/M output
GPT Image 2.5 Flare
$ 
byOpenAI$7.6/M input$28.5/M output
Grok Imagine Image 2.0
$ 
byGrok$0.04 per time1K · 2K · more
Seedream 5.0 Pro (Build 260628)
$ 
byBytedance$0.0405 per time1K · 2K
Nano Banana 2 (Gemini 3.1 Flash Image)
$ 
byGoogle$0.0402 per time1K · 2K · 4K
GPT Image 2
$ 
byOpenAI$6.4/M input$24/M output
Nano Banana 2 (Gemini 3.1 Flash Image)
$ 
byGoogle$0.0402 per time1K · 2K · 4K
Seedream 5.0 (Build 260128)
$ 
byBytedance$0.0298 per time
Doubao Seedream 5.0 (Build 260128)
$ 
byBytedance$0.0298 per time
Grok Imagine Image
$ 
byGrok$0.012 per time
Kling Image o1
$ 
byKling$0.0224 per time
Grok Imagine 0.9
$ 
byGrok$0.135 per time
Nano Banana Pro (Gemini 3 Pro Image)
$ 
byGoogle$0.0804 per time1K · 2K · 4K
Image Watermark Remover
$ 
byGPTProto$0.01 per time
Image Zoom
$ 
byGPTProto$0.02 per time
Gemini 2.5 Flash Image Hd
$ 
byGoogle$0.03 per time
Gemini 2.5 Flash Image
$ 
byGoogle$0.0234 per time
Qwen Image
$ 
byQwen$0.0315 per time
Flux Kontext Max
$ 
byFlux$0.064 per time
Flux Kontext Pro
$ 
byFlux$0.032 per time
Ideogram Reframe v3
$ 
byIdeogram$0.048 per time
Ideogram Edit v3
$ 
byIdeogram$0.048 per time
Ideogram Remix v3
$ 
byIdeogram$0.048 per time
Midjourney
$ 
byMidjourney$0.0608 per time
ModelResolutionInput → Output
Nano Banana 2 Lite (Gemini 3.1 Flash-Lite Image)Current
$ 
$0.02 per time1K
Input: TextInput: Image
Output: Image
GPT Image 2.5 Sunburst
$ 
$7.60 / $28.50 per 1M—
Input: TextInput: Image
Output: Image
GPT Image 2.5 Flare
$ 
$7.60 / $28.50 per 1M—
Input: TextInput: Image
Output: Image
Grok Imagine Image 2.0
$ 
—$0.04 per time1K · 2K · more
Input: TextInput: Image
Output: Image
Seedream 5.0 Pro (Build 260628)
$ 
$0.04 per time1K · 2K
Input: TextInput: Image
Output: Image
Nano Banana 2 (Gemini 3.1 Flash Image)
$ 
$0.04 per time1K · 2K · 4K
Input: TextInput: Image
Output: Image
GPT Image 2
$ 
$6.40 / $24.00 per 1M—
Input: TextInput: Image
Output: Image
Nano Banana 2 (Gemini 3.1 Flash Image)
$ 
$0.04 per time1K · 2K · 4K
Input: TextInput: Image
Output: Image
Seedream 5.0 (Build 260128)
$ 
$0.03 per time—
Input: TextInput: Image
Output: Image
Doubao Seedream 5.0 (Build 260128)
$ 
$0.03 per time—
Input: TextInput: Image
Output: Image
Grok Imagine Image
$ 
$0.01 per time—
Input: TextInput: Image
Output: Image
Kling Image o1
$ 
$0.02 per time—
Input: TextInput: Image
Output: Image
Grok Imagine 0.9
$ 
—$0.14 per time—
Input: Text
Output: Image
Nano Banana Pro (Gemini 3 Pro Image)
$ 
$0.08 per time1K · 2K · 4K
Input: TextInput: Image
Output: Image
Image Watermark Remover
$ 
—$0.01 per time—
Input: Image
Output: Image
Image Zoom
$ 
—$0.02 per time—
Input: Image
Output: Image
Gemini 2.5 Flash Image Hd
$ 
$0.03 per time—
Input: TextInput: Image
Output: Image
Gemini 2.5 Flash Image
$ 
$0.02 per time—
Input: TextInput: Image
Output: Image
Qwen Image
$ 
$0.03 per time—
Input: Text
Output: Image
Flux Kontext Max
$ 
$0.06 per time—
Input: TextInput: Image
Output: Image
Flux Kontext Pro
$ 
$0.03 per time—
Input: TextInput: Image
Output: Image
Ideogram Reframe v3
$ 
$0.05 per time—
Input: Image
Output: Image
Ideogram Edit v3
$ 
$0.05 per time—
Input: Image
Output: Image
Ideogram Remix v3
$ 
$0.05 per time—
Input: Text
Output: Image
Midjourney
$ 
$0.06 per time—
Input: TextInput: Image
Output: Image

Nano Banana 2 Lite API — Fast 1K Image Generation at 40% Off

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.

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.

4-Second 1K Generation

Native Image Editing

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

Native Image Editing

Prompt-Faithful Text and Layouts

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.

Prompt-Faithful Text and Layouts

40% Lower Per-Image Cost

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

40% Lower Per-Image Cost

What Is the Nano Banana 2 Lite API?

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.

Is Nano Banana 2 Lite the Same as Gemini 3.1 Flash-Lite Image?

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).

Nano Banana 2 Lite Specifications

Specification Value
Provider Google
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

Best Nano Banana 2 Lite Use Cases

  • 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.

Nano Banana 2 Lite vs Nano Banana 2, Seedream 5.0 Pro, and GPT Image 1.5

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

Nano Banana 2 Lite vs Nano Banana 2

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.

Nano Banana 2 Lite vs Seedream 5.0 Pro

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.

Nano Banana 2 Lite vs GPT Image 1.5

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.

What to Know Before Using Nano Banana 2 Lite in Production

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.

Nano Banana 2 Lite API Prompt Patterns

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.

Why Access Nano Banana 2 Lite on GPTProto?

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.

FAQ

Answers to common questions about pricing, access, resolution, editing, and model selection.

Who provides Nano Banana 2 Lite?

Google provides the model. Nano Banana 2 Lite is the product name for Gemini 3.1 Flash-Lite Image; GPTProto provides third-party access and consolidated billing.

How much is the Nano Banana 2 Lite API price on GPTProto?

The current rate is $0.02016 per 1K generation, about 40% below Google’s $0.034 launch benchmark. A $100 balance covers approximately 4,960 generations before any bonus. Confirm the live panel because rates can change.

How do I get Nano Banana 2 Lite API access?

Create a GPTProto key, then use the request shown in the fixed API Usage section. The same account balance works with other supported models.

Can Nano Banana 2 Lite edit an existing image?

Yes. It accepts image input and natural-language edit instructions. State what should change and what must remain unchanged.

What resolution and aspect ratios does Nano Banana 2 Lite support?

It outputs 1K images only. Google documents ten ratios: 1:1, 3:2, 2:3, 3:4, 4:3, 4:5, 5:4, 9:16, 16:9, and 21:9.

Does Nano Banana 2 Lite support Google Search grounding?

No. Choose the full Nano Banana 2 model if your image needs current web or image-search context.

How many reference images can Nano Banana 2 Lite use?

Google documents up to 14 object references, but says Lite is not optimized for reference-heavy or long multi-turn editing. Check the selected GPTProto task’s input limits.

Does Nano Banana 2 Lite add a visible watermark?

Google states that generated images include invisible SynthID. This is different from a visible logo or corner overlay.

Related Articles

Guides, comparisons, and updates related to this model.

All Articles
6 Cheapest AI Image Generators in 2026: Real Cost per Image

6 Cheapest AI Image Generators in 2026: Real Cost per Image

Compare 6 cheapest AI image generators in 2026, from about $0.0035 per image. See batch costs, hidden fees, and the best API for startups.

5 Best Midjourney API Alternatives in 2026: Real Model APIs, Not Discord Wrappers

5 Best Midjourney API Alternatives in 2026: Real Model APIs, Not Discord Wrappers

See how five Midjourney API alternatives compare on image quality, editing, text rendering, pricing, and the production tasks each handles best.

How to Make an AI Story Video for Kids with GPT Image 2 and Seedance 2.5

How to Make an AI Story Video for Kids with GPT Image 2 and Seedance 2.5

Learn how to make an AI story video for kids with GPT Image 2 and Seedance 2.5, including the full prompt, captions, sound, editing, and a real test.

Which AI Image Model Is Best for E-Commerce in 2026? 6 Models Tested on Product Photos

Which AI Image Model Is Best for E-Commerce in 2026? 6 Models Tested on Product Photos

See which AI image model is best for e-commerce after 3 real product tests. Compare product fidelity, ad text, first-pass results and cost.

GPT Proto

Empowering AI Innovation with Global Scale and Stability:

With our flagship product GPT Proto, we offer a unified interface to access and combine APIs from the world's leading AI providers—spanning text, vision, speech, and beyond. We empower developers and enterprises to simplify integration and accelerate innovation without limits.

Global Infrastructure, Local Compliance:

To ensure enterprise-grade reliability and compliance, Talent Tech Global Limited operates specifically as our global Billing and Contracting Entity. Meanwhile, our core technical infrastructure and R&D teams are strategically distributed across global innovation hubs, including Silicon Valley, Singapore, and Hong Kong.

Built to Scale:

We understand that stability is paramount. Our platform is built on a robust, decentralized architecture supporting dynamic Auto-scaling. Whether you are running a pilot or handling millions of concurrent requests, our system expands instantly to meet demand—guaranteeing that your business never outgrows our infrastructure.

Navigation

  • Dashboard
  • Models
  • Create Image
  • AI Image Upscale
  • AI Background Remover
  • Create Video
  • Edit in Canvas
  • Chat
  • Features
  • Pricing
  • AI Docs
  • AI Blog
  • AI Insight
  • AI Skills

Features

  • AI Cat Dance Video Generator
  • AI Story Board Generator
  • Unrestricted AI Video Generator
  • Cute Wallpaper Generator
  • AI French Kissing Generator
  • AI Age Filter
  • AI Packaging Design Generator
  • Anime to Real Life AI
  • Anime AI Art Generator
  • AI Object Remover
  • AI Image Editor
  • AI Motion Transfer
  • AI Watermark Remover
  • AI Image Enhancer Online
  • Online Background Remover Tool
  • AI Face Swap Image
  • AI Passport Photo Maker
  • MS Paint AI Generator
  • AI Clothes Remover
  • Unrestricted AI Image Generator
Explore all features >

LLM

  • DeepSeek Flash
  • GLM 5.3
  • Claude Fable 5
  • DeepSeek v4 Pro
  • Gemini 3.7 Flash
  • Grok 4.6
  • Hy4 Preview
  • GPT 6 Astra
  • Gemini 3.8 Flash
  • Claude Fable 5.1
  • Qwen3.8 Max 0902
  • GLM 5.3 Flash
  • DeepSeek v4 Flash Vision Exp
  • Qwen3.8 Max
  • Claude Opus 5
  • Gemini 3.6 Flash
  • Gemini 3.5 Flash Lite
  • Kimi K3
  • GPT 5.6 Luna
  • GPT 5.6 Terra
Explore all models >

Image

  • GPT Image 2.5 Sunburst
  • GPT Image 2
  • Nano Banana Pro (Gemini 3 Pro Image)
  • Nano Banana 2 (Gemini 3.1 Flash Image)
  • Midjourney
  • GPT Image 2.5 Flare
  • Grok Imagine Image 2.0
  • Seedream 5.0 Pro (Build 260628)
  • Nano Banana 2 Lite (Gemini 3.1 Flash-Lite Image)
  • Nano Banana 2 (Gemini 3.1 Flash Image)
  • Seedream 5.0 (Build 260128)
  • Doubao Seedream 5.0 (Build 260128)
  • Vidu Q2
  • Grok Imagine Image
  • Kling Image O1
  • GPT Image 1.5
  • Seedream 4.5 (Build 251128)
  • Doubao Seedream 4.5 (Build 251128)
  • Grok Imagine 0.9
  • Qwen Image Lora
Explore all models >

Video

  • Minimax H3
  • Seedance 2.5 (Build 260628)
  • Seedance 2.0 (Build 260128)
  • Seedance 2.0 Mini (Build 260615)
  • Kling v3.0 4k
  • Vidu Q3 Turbo
  • Wan 3.0
  • Kling v3 Omni 4k
  • Seedance 2.0 Fast (Build 260128)
  • Vidu 2.0
  • Doubao Seedance 2.0 (Build 260128)
  • Doubao Seedance 2.0 Fast (Build 260128)
  • Kling v3 Omni Pro
  • Kling v3 Omni Std
  • Kling v3.0 Pro
  • Kling v3.0 Std
  • Vidu Q3 Pro
  • Kling v2.6 Std
  • Vidu Q2 Pro
  • Vidu Q2 Turbo
Explore all models >

Contact us

Questions or feedback? Reach us through any of the channels below.

TelegramWhatsApp

© 2026 Talent Tech Global Limited (Hong Kong). All rights reserved.

Registered Address: Unit 1022a, Beverley Commercial Centre, 87-105 Chatham Road South, Tsim Sha Tsui, Hong KongCertificate No.: 79462435-000-12-25-0
  • About Us
  • Privacy Policy
  • Terms of Service
  • Sitemap
Friendslogoto.videotopostudio.cc

Input

Output

Preview image
Next: