
Google's fast image generation model with conversational editing, multi-image fusion, and character consistency
Frequently asked questions
What is Nano Banana 2 and who made it?
Nano Banana 2 is an AI image generation and editing model created by Google, built on the Gemini 3.1 Flash Image architecture. It is available on the CRAISEE platform via Replicate and is designed for fast, high-volume creative workflows that require both speed and Pro-level visual quality.
What can Nano Banana 2 do that other image models can't?
Nano Banana 2 uniquely combines conversational editing, multi-image fusion with up to 14 reference images, character consistency, accurate in-image text rendering, and optional Google Search grounding — all in a single model. This breadth of capabilities in a Flash-speed model sets it apart from most alternatives.
How does conversational editing work in Nano Banana 2?
Conversational editing lets you refine an image through sequential follow-up prompts, similar to a dialogue. Instead of starting over, you describe changes — like 'make the background sunset' or 'add a logo to the shirt' — and the model iteratively updates the image while preserving the original composition and context.
How many reference images can Nano Banana 2 use for multi-image fusion?
Nano Banana 2 supports multi-image fusion with up to 14 reference images simultaneously. This allows creators to blend multiple visual sources for complex style transfers, character consistency across scenes, or composite image compositions that draw from several distinct visual references in a single generation.
What aspect ratios does Nano Banana 2 support?
Nano Banana 2 supports 14 flexible aspect ratios, including ultra-wide formats such as 21:9, 8:1, and 1:8, as well as standard social media dimensions. This makes it suitable for a wide range of output formats, from cinematic banners and social posts to portrait and square compositions.
How fast is Nano Banana 2 compared to other Google image models?
Nano Banana 2 is built on the Gemini 3.1 Flash Image architecture, prioritizing Flash-level speed while delivering Pro-level visual quality. It has recorded over 21 million runs on Replicate, making it one of the most battle-tested and performance-validated fast image generation models currently available.
Does Nano Banana 2 support text rendering inside generated images?
Yes. Nano Banana 2 features accurate in-image text rendering, producing crisp and readable text within generated visuals, including multilingual support. This is a significant improvement over previous Flash-generation models, making it well-suited for product mockups, signage, posters, and branded content creation.
What is Google Search grounding in Nano Banana 2?
Google Search grounding is an optional feature in Nano Banana 2 that anchors image generation to real-time web information or Google Image Search results. This ensures contextually accurate outputs — for example, generating a recognizable landmark, a current product design, or a real-world scene with factual visual accuracy.

![FLUX.1 Kontext [pro] - AI Model Guide](https://assets.craisee.com/cdn-cgi/image/width=640,quality=82,format=auto,fit=cover/model-covers/594cab68-1287-4089-8206-7689978d4cbc/1778836073737-netyyt.jpg)

