GPT Proto

GPTProto

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定價+7% 贈送
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立即開始
  1. 首頁
  2. /模型
  3. /Google
  4. /gemini-3.1-flash-lite-image
Google
Nano Banana 2 Lite (Gemini 3.1 Flash-Lite Image)
$ 
Nano Banana Lite API 驅動 Gemini 3.1 Flash-Lite 模型,提供不到 5 秒的影像生成速度。這款輕量級視覺工具專為高速工作流程最佳化,提供 1K 解析度,以及可大規模使用的原生圖像轉圖像編輯功能。

模態

輸入: 文字輸入: 圖像
輸出: 圖像

API 呼叫範例
$ 
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) 定價

先從單次樣本成本開始,再選擇測試預算。GPTProto 費率比標價低 40%。

你的用量

$0.0201 / 張

相關模型
所有模型
Nano Banana 2 Lite (Gemini 3.1 Flash-Lite Image)
目前
$ 
byGoogle$0.0202 / 每次1K
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 / 每次1K · 2K · more
Seedream 5.0 Pro (Build 260628)
$ 
byBytedance$0.0405 / 每次1K · 2K
Nano Banana 2 (Gemini 3.1 Flash Image)
$ 
byGoogle$0.0402 / 每次1K · 2K · 4K
GPT Image 2
$ 
byOpenAI$6.4/M input$24/M output
Nano Banana 2 (Gemini 3.1 Flash Image)
$ 
byGoogle$0.0402 / 每次1K · 2K · 4K
Seedream 5.0 (Build 260128)
$ 
byBytedance$0.0298 / 每次
Doubao Seedream 5.0 (Build 260128)
$ 
byBytedance$0.0298 / 每次
Grok Imagine Image
$ 
byGrok$0.012 / 每次
Kling Image o1
$ 
byKling$0.0224 / 每次
Grok Imagine 0.9
$ 
byGrok$0.135 / 每次
Nano Banana Pro (Gemini 3 Pro Image)
$ 
byGoogle$0.0804 / 每次1K · 2K · 4K
Image Watermark Remover
$ 
byGPTProto$0.01 / 每次
Image Zoom
$ 
byGPTProto$0.02 / 每次
Gemini 2.5 Flash Image Hd
$ 
byGoogle$0.03 / 每次
Gemini 2.5 Flash Image
$ 
byGoogle$0.0234 / 每次
Qwen Image
$ 
byQwen$0.0315 / 每次
Flux Kontext Max
$ 
byFlux$0.064 / 每次
Flux Kontext Pro
$ 
byFlux$0.032 / 每次
Ideogram Reframe v3
$ 
byIdeogram$0.048 / 每次
Ideogram Edit v3
$ 
byIdeogram$0.048 / 每次
Ideogram Remix v3
$ 
byIdeogram$0.048 / 每次
Midjourney
$ 
byMidjourney$0.0608 / 每次
模型解析度輸入 → 輸出
Nano Banana 2 Lite (Gemini 3.1 Flash-Lite Image)目前
$ 
$0.02 / 每次1K
輸入: 文字輸入: 圖像
輸出: 圖像
GPT Image 2.5 Sunburst
$ 
$7.60 / $28.50 每 1M—
輸入: 文字輸入: 圖像
輸出: 圖像
GPT Image 2.5 Flare
$ 
$7.60 / $28.50 每 1M—
輸入: 文字輸入: 圖像
輸出: 圖像
Grok Imagine Image 2.0
$ 
—$0.04 / 每次1K · 2K · more
輸入: 文字輸入: 圖像
輸出: 圖像
Seedream 5.0 Pro (Build 260628)
$ 
$0.04 / 每次1K · 2K
輸入: 文字輸入: 圖像
輸出: 圖像
Nano Banana 2 (Gemini 3.1 Flash Image)
$ 
$0.04 / 每次1K · 2K · 4K
輸入: 文字輸入: 圖像
輸出: 圖像
GPT Image 2
$ 
$6.40 / $24.00 每 1M—
輸入: 文字輸入: 圖像
輸出: 圖像
Nano Banana 2 (Gemini 3.1 Flash Image)
$ 
$0.04 / 每次1K · 2K · 4K
輸入: 文字輸入: 圖像
輸出: 圖像
Seedream 5.0 (Build 260128)
$ 
$0.03 / 每次—
輸入: 文字輸入: 圖像
輸出: 圖像
Doubao Seedream 5.0 (Build 260128)
$ 
$0.03 / 每次—
輸入: 文字輸入: 圖像
輸出: 圖像
Grok Imagine Image
$ 
$0.01 / 每次—
輸入: 文字輸入: 圖像
輸出: 圖像
Kling Image o1
$ 
$0.02 / 每次—
輸入: 文字輸入: 圖像
輸出: 圖像
Grok Imagine 0.9
$ 
—$0.14 / 每次—
輸入: 文字
輸出: 圖像
Nano Banana Pro (Gemini 3 Pro Image)
$ 
$0.08 / 每次1K · 2K · 4K
輸入: 文字輸入: 圖像
輸出: 圖像
Image Watermark Remover
$ 
—$0.01 / 每次—
輸入: 圖像
輸出: 圖像
Image Zoom
$ 
—$0.02 / 每次—
輸入: 圖像
輸出: 圖像
Gemini 2.5 Flash Image Hd
$ 
$0.03 / 每次—
輸入: 文字輸入: 圖像
輸出: 圖像
Gemini 2.5 Flash Image
$ 
$0.02 / 每次—
輸入: 文字輸入: 圖像
輸出: 圖像
Qwen Image
$ 
$0.03 / 每次—
輸入: 文字
輸出: 圖像
Flux Kontext Max
$ 
$0.06 / 每次—
輸入: 文字輸入: 圖像
輸出: 圖像
Flux Kontext Pro
$ 
$0.03 / 每次—
輸入: 文字輸入: 圖像
輸出: 圖像
Ideogram Reframe v3
$ 
$0.05 / 每次—
輸入: 圖像
輸出: 圖像
Ideogram Edit v3
$ 
$0.05 / 每次—
輸入: 圖像
輸出: 圖像
Ideogram Remix v3
$ 
$0.05 / 每次—
輸入: 文字
輸出: 圖像
Midjourney
$ 
$0.06 / 每次—
輸入: 文字輸入: 圖像
輸出: 圖像

Core Nano Banana Lite API Features

探索 Nano Banana Lite API 為何是大規模視覺任務的首選。

5 秒內完成生成

體驗超低延遲,以每張 1K 圖像約 4 秒的速度進行圖像生成。速度比旗艦模型快 2.7 倍,非常適合即時面向使用者的應用程式。

5 秒內完成生成

原生視覺編輯

使用自然語言修改圖像。立即新增、移除或變更視覺內容中的元素。非常適合以輕量成本進行創意版本 A/B 測試,以及反覆調整設計。

原生視覺編輯

高吞吐量視覺 OCR

針對大量文件批次掃描進行最佳化。以高準確度從螢幕截圖中擷取表格資料並識別 UI 元件,同時將處理時間降至最低,滿足企業工作流程需求。

高吞吐量視覺 OCR

高成本效益的擴展

輸入 token 每 1M 僅需 $2.00,每張圖像 $0.034,是目前最具經濟效益的視覺 API。在不犧牲多模態效能的情況下,最大化高流量專案的投資報酬率。

高成本效益的擴展

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.

Nano Banana Lite API 常見問題

關於 Nano Banana Lite API、Gemini 3.1 Flash-Lite 功能與整合需求的答案。

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.

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GPT Proto

以全球規模與穩定性,賦能 AI 創新:

透過我們的旗艦產品 GPT Proto,我們提供統一的介面,讓您能存取並整合全球頂尖 AI 供應商的 API,涵蓋文字、視覺、語音等領域。我們協助開發者與企業簡化整合流程,並無限制地加速創新。

全球基礎設施,在地合規:

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.

為擴展而生:

我們深知穩定性至關重要。我們的平台建立在強大的去中心化架構之上,支援動態自動擴展。無論您是進行試點專案還是處理數百萬次併發請求,我們的系統都能即時擴展以滿足需求,確保您的業務永遠不會受限於基礎設施。

導覽

  • 儀表板
  • 模型
  • 建立圖片
  • AI 圖片放大
  • AI 背景移除
  • 建立影片
  • 在畫布中編輯
  • 聊天
  • 功能
  • 定價
  • AI 文件
  • AI 部落格
  • AI 洞察
  • AI 技能

功能

  • AI 貓跳舞影片生成器
  • 無限制 AI 影片生成器
  • AI 包裝設計生成器
  • 動漫 AI 藝術生成器
  • AI 物件移除器
  • AI 圖片編輯器
  • AI 動作轉移
  • AI 浮水印移除工具
  • 線上 AI 圖片增強器
  • 線上背景移除工具
  • AI 臉部交換圖片
  • AI 護照照片製作器
  • MS Paint AI 生成器
  • AI 衣物移除器
  • 無限制AI圖片生成器
  • AI 法式接吻生成器
  • AI 電影海報產生器
  • Artlist IO 工作室
  • 線上魔術橡皮擦
  • Luma Dream Machine
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
探索所有模型 >

影像

  • 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
探索所有模型 >

影片

  • 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
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