Google | Nano Banana 2 Lite and Gemini Omni Flash Are Available
Google has released Nano Banana 2 Lite and Gemini Omni Flash for developers and creators building generative media workflows. Nano Banana 2 Lite focuses on fast, cost-efficient image generation, while Gemini Omni Flash brings video generation and conversational editing to Google AI Studio, the Gemini API, and Gemini Enterprise Agent Platform.
Google connects fast image generation with video editing
Google is positioning Nano Banana 2 Lite and Gemini Omni Flash as two models that can work together in generative media pipelines. Nano Banana 2 Lite is built for rapid image generation and high-volume creative drafting, while Gemini Omni Flash is designed for video generation and conversational editing from text, image, and video inputs.
For designers, editors, and AI creators, the main value is workflow continuity. A creator can generate images quickly with Nano Banana 2 Lite, then use Gemini Omni Flash to animate, edit, or develop those visuals into video. That makes the announcement relevant for prototyping, product visuals, social video, interactive media, and fast creative testing.
Nano Banana 2 Lite is built for fast image workflows
Nano Banana 2 Lite is Google's fastest and most cost-efficient Gemini Image model in the Nano Banana family. It is designed for rapid ideation, high-throughput generation, and developer pipelines where speed and operating cost matter more than maximum model complexity.
The model delivers text-to-image outputs in 4 seconds and is priced at $0.034 per 1K-resolution image. Google describes it as a recommended replacement for developers currently using the first version of Nano Banana, also known as gemini-2.5-flash-image. The new model name is gemini-3.1-flash-lite-image.
Image generation still keeps important creative qualities
Although Nano Banana 2 Lite is optimized for speed and cost, Google says it still keeps reliable prompt adherence, strong character consistency, and legible in-image text rendering. Those details matter for creative work because fast generation is only useful if the output remains controllable enough to support real design decisions.
For visual creators, this makes the model useful for early drafts, image variations, moodboards, concept exploration, low-latency previews, and high-volume creative testing. It may be especially useful when teams need to generate many images quickly before choosing a smaller set for refinement.
Gemini Omni Flash brings conversational video editing to developers
Gemini Omni Flash is now available to developers through Google AI Studio, the Gemini API, and Gemini Enterprise Agent Platform. The model supports high-quality video generation and conversational editing from a combination of text, image, and video inputs.
The model is designed for workflows where creators refine video through natural language, combine multimodal references, and connect text or graphic elements to video actions. Google prices Gemini Omni Flash at $0.10 per second of video output, the same listed price as Veo 3.1 Fast.
The strongest workflow is image-to-video iteration
The most practical creative workflow is chaining both models together. A creator can use Nano Banana 2 Lite to generate a fast image concept, then pass that image into Gemini Omni Flash as a reference to create an animated clip or continue refining the scene through conversational edits.
Google also points to demo workflows such as reimagining interior spaces, turning generated images into cinematic e-commerce videos, and building interactive media experiences that connect image generation with video output. For designers, this is useful because it turns static visual exploration into motion testing without rebuilding the idea from scratch.
Availability and limitations creators should check
Nano Banana 2 Lite is available in Google AI Studio, the Gemini API, and Gemini Enterprise Agent Platform. It is also rolling out to Google consumer surfaces including AI Mode in Search, the Gemini app, NotebookLM, Google Photos, Stitch, Google Flow, and Google Ads.
Gemini Omni Flash is available in public preview in Google AI Studio and the Gemini API, and is also available in the Gemini app and Google Flow. Current limitations include 10-second video generations, no audio reference upload or scene extension support in the Gemini API for this model, video references up to 3 seconds not being correctly processed by the model at this time, and some limits around character consistency when changing scenes or panning.
IMPORTANT: Nano Banana 2 Lite and Gemini Omni Flash have different availability, pricing, platform support, and model limitations. Check Google AI Studio, Gemini API documentation, regional restrictions, preview status, and usage costs before building production workflows around them.{alertWarning}
Daisuki's Take: What This Means for Designers
This release matters because it connects two parts of the creative process that are often separated: fast image drafting and video generation. Designers can explore a visual direction quickly, then test how that idea might move, transform, or become part of a video asset.
The most useful role for Nano Banana 2 Lite is speed. It can help teams generate many visual options before committing to a stronger direction. Gemini Omni Flash then adds motion, editing, and multimodal control, which makes the workflow more useful for social videos, product visuals, campaign assets, and interactive media prototypes.
We would still treat these models as workflow tools that need review. Speed and cost are important, but creators still need to check visual quality, text accuracy, character consistency, rights, pricing, API limits, and whether the generated video works for the intended platform. The strongest results will come from using fast generation for exploration and careful editing for the final asset.
Sources and Recommended Links
- Start building with Nano Banana 2 Lite and Gemini Omni Flash | Google Official Blog
