What Nano Banana 2 Edit Does
Nano Banana 2 Edit is a high-speed image-editing model that rapidly modifies existing images — or extracts and edits frames from a video — based on natural-language text prompts. It is built for fast creative edits and style transfer rather than meticulous, high-end retouching.
Key Features
- Prompt-Based Editing: Transforms images using plain-language instructions, no manual masking required.
- Image & Video Inputs: Accepts up to 14 image URLs, or a video (HTTPS, max 15 MB) to extract and edit frames from.
- Wide Aspect-Ratio Support: Offers 14 aspect ratios from 1:1 and 16:9 to extreme formats like 8:1, 4:1, and 21:9.
- Selectable Resolution: Supports 512, 1K, 2K, and 4K output sizes.
- Video Format Flexibility: Handles mp4, mpeg, mov, avi, wmv, and flv via
videoMimeType. - Asynchronous Architecture: Uses a “Create Task → Poll Result” API workflow for scalable integration.
How to Use Nano Banana 2 Edit
- Provide at least one input — an
imagearray (up to 14 URLs) or avideoURL (HTTPS, max 15 MB). - Write a prompt describing the edit, transformation, or style change you want.
- Submit a
POSTrequest to the/api/v1/google/nano-banana-2-editendpoint with your input andprompt, plus optionalaspectRatio,imageSize, andvideoMimeType. - Receive a
task_idwith a “pending” or “processing” status. - Poll
GET /api/v1/tasks/{task_id}and download the edited image once the task completes.
Best Use Cases
- Rapid Style Transfer: Quickly restyle images into new looks and aesthetics.
- Fast Creative Edits: Make quick background, lighting, or composition changes on the fly.
- Frame Extraction & Editing: Pull a frame from a video and transform it with a prompt.
- Social & Marketing Content: Produce edited variations across many aspect ratios for posts and ads.
Tips for Better Results
- Don’t Use It for Meticulous Retouching: For high-end photorealistic retouching, choose a model built for fidelity — this one prioritizes speed.
- Be Specific About the Edit: State clearly what should change and what should stay the same.
- Mind the Video Limit: Keep video inputs under 15 MB and use a supported
videoMimeType(default mp4). - Match Aspect Ratio to Placement: Pick the output
aspectRatiothat fits the final destination before editing. - Iterate Small, Finalize Large: Edit at 512 or 1K for fast feedback, then re-run at 2K or 4K for the final asset.
参数
| 参数名 | 描述 | 类型 | 必填 | 枚举值 |
|---|---|---|---|---|
| prompt | Editing instruction describing the desired transformation | string | 是 | - |
| aspectRatio | Output image aspect ratio | string | 否 | 1:1, 1:4, 1:8, 2:3, 3:2, 3:4, 4:1, 4:3, 4:5, 5:4, 8:1, 9:16, 16:9, 21:9 |
| image | Input image URLs. At least one of image or video must be provided. Supports up to 14 images, or up to 10 images when video is also provided. | string[] | 否 | - |
| imageSize | Output image resolution | string | 否 | 512, 1K, 2K, 4K |
| video | Input video URL. At least one of image or video must be provided. Must be a publicly accessible HTTPS URL without cookies, authentication, or custom headers. Maximum file size: 15 MB. | string | 否 | - |
| videoMimeType | MIME type of the input video. Requires video. | string | 否 | video/mp4, video/mpeg, video/mpg, video/mpegps, video/mov, video/avi, video/wmv, video/flv |
价格
单位: $/img
| 维度 | 价格 |
|---|---|
| imageSize: 512 | 0.0419 |
| imageSize: 1K | 0.0598 |
| imageSize: 2K | 0.0869 |
| imageSize: 4K | 0.1265 |
相关模型
- google/nano-banana: [Core Function] Nano Banana is the original fast creative image model. [Strengths] Very fast creative generation. [Best For] Quick sketches and ideas. [Limitations] Superseded by Nano Banana 2 for general speed tasks. [Routing] Default to Nano Banana 2 unless specifically requested.
- google/nano-banana-2: [Core Function] Nano Banana 2 (Gemini 3.1 Flash Image) is an extremely fast text-to-image model. [Strengths] It is optimized for high-speed, high-volume visual generation, creative prompting, and rapid stylistic experimentation. [Best For] Highly recommended for: rapid creative iteration, generating large batches of images quickly, and artistic/stylized graphics. [Limitations] Do NOT use this model if you require strict, high-end photorealism (use the Imagen 4 series instead). [Routing] Route to this model for ‘fast’, ‘creative’, or ‘stylized’ high-volume requests.
- google/nano-banana-pro: [Core Function] Nano Banana Pro (Gemini 3 Pro Image) is a high-capability creative image model. [Strengths] It balances the creative flexibility and speed of the Nano series with higher fidelity output. [Best For] Highly recommended for: high-quality stylized art and complex creative compositions. [Limitations] Do NOT use for absolute photorealism (use Imagen 4). [Routing] Use this model for high-quality, creative, non-photorealistic requests.
- google/nano-banana-edit: [Core Function] Nano Banana Edit is the original fast image editing model. [Strengths] Fast basic edits. [Limitations] Superseded by Nano Banana 2 Edit. [Routing] Default to Nano Banana 2 Edit unless specifically requested.
- google/nano-banana-pro-edit: [Core Function] Nano Banana Pro Edit is a high-capability creative image editing model. [Strengths] It provides high-quality creative edits, background replacements, and style transformations. [Best For] Highly recommended for: detailed creative modifications and complex style transfers. [Limitations] Do NOT use for strict photorealistic restoration. [Routing] Use this model for detailed, high-quality creative edits.
- google/nano-banana-2-lite: [Core Function] Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) is the lightweight, cost-efficient text-to-image model of the Nano Banana 2 family. [Strengths] It generates images even faster and more cheaply than Nano Banana 2, well suited to high-volume creative and stylized output at lower cost. [Best For] Highly recommended for: high-volume batch generation, quick drafts and thumbnails, and cost-sensitive creative iteration. [Limitations] Do NOT use this model when you need maximum detail, high-end photorealism, or the richest quality; use Nano Banana 2, Nano Banana Pro, or the Imagen 4 series instead. [Routing] Choose the Lite variant when cost and throughput matter more than peak quality; step up to Nano Banana 2 for richer results.
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- minimax/minimax-image-01-i2i: [Core Function] MiniMax Image-01 I2I is an image-to-image editing and variation model. [Strengths] It excels at generating new images based on a text prompt while structurally referencing one or more input images. [Best For] Highly recommended for: style transfer, generating variations of existing artwork, and structurally guided image creation. [Limitations] Do NOT use this model if you want to generate video or if you do not have a reference image. [Routing] Use this model when the user provides a reference image and a text prompt to generate a new image.
- xai/grok-imagine-image-edit: [Core Function] Grok Imagine Image Edit is xAI’s standard image editing model. [Strengths] It excels at quickly applying prompt-guided edits and style changes to one or more source images. [Best For] Highly recommended for: fast restyling, quick variations, and lightweight image edits. [Limitations] Do NOT use this model when maximum edit fidelity is required; the Quality variant preserves more detail. A maximum of 3 source images is supported. [Routing] Choose this model for fast edits. When the user demands maximum fidelity, route to Grok Imagine Image Edit (Quality).
- xai/grok-imagine-image-quality-edit: [Core Function] Grok Imagine Image Edit (Quality) is xAI’s high-fidelity image editing model. [Strengths] It excels at applying detailed, prompt-guided edits and style transformations to one or more source images while preserving fine detail. [Best For] Highly recommended for: high-quality restyling, detailed inpainting-style edits, and combining up to 3 source images. [Limitations] Do NOT use this model when latency is critical, as it is slower than the standard edit variant; a maximum of 3 source images is supported. [Routing] Use this model by default for quality-sensitive edits. For faster edits, route to Grok Imagine Image Edit (standard).
- pixverse/video-restyle: [Core Function] PixVerse Restyle re-renders an existing video into a new visual style. [Strengths] Consistent style transfer across all frames. [Best For] Turning footage into anime/3D/painterly looks, stylized remixes. [Limitations] Do NOT use this to change content, motion, or add new scenes; it only re-renders the visual style of an existing video. It requires an input video, and you must provide EITHER restyle_id (a preset style code from the PixVerse restyle list) OR restyle_prompt (free-text style, max 2048 chars), not both. [Routing] Use when the user wants to change the look of an existing video. Use restyle_id for an official preset, restyle_prompt for a custom style.
- xai/grok-imagine-video-edit: [Core Function] Grok Imagine Video Edit applies a prompt-guided transformation to an input video. [Strengths] It excels at restyling and modifying an existing video while keeping its original duration and aspect ratio. [Best For] Highly recommended for: restyling clips, applying visual effects, and prompt-driven video edits. [Limitations] Do NOT use this model to change the duration, aspect ratio, or resolution; the output preserves the input video’s duration and aspect ratio, and those parameters are not configurable. Input video constraints (e.g. format/length) are enforced by the upstream provider. [Routing] Use this model when the user provides a video and wants it edited/restyled. To make a video longer, use Video Extend.
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- openai/gpt-image-2-edit: [Core Function] GPT Image 2 Edit is a high-resolution image-to-image editing model. [Strengths] It excels at making high-fidelity edits and style transformations to a single source image based on a text prompt, preserving details at up to 4K resolutions. [Best For] Highly recommended for: professional photo retouching, upscaling style transfers, and modifying high-resolution concept art. [Limitations] Do NOT use this model for multi-image merging (it only accepts one input image). Do NOT use if you need precise input fidelity control or transparent backgrounds. [Routing] Use this model by default when the user wants to edit a single image and prioritize output resolution/quality. If they need to merge multiple images or control the strictness of the edit (fidelity), use GPT Image 1.5 Edit.




