Start building with Nano Banana 2 Lite and Gemini Omni Flash

Google has announced the availability of two new generative media models: Nano Banana 2 Lite, a lightweight image generation model, and Gemini Omni Flash, designed for video generation and conversational editing. The releases appear targeted at developers and builders who need capable models at lower cost and latency than flagship offerings.

Nano Banana 2 Lite sits at the efficient end of Google's image model lineup, prioritizing speed and cost over raw output quality. This kind of tiered model strategy is common across the industry - it lets developers prototype quickly, run high-volume workloads affordably, and integrate image generation into products where strict budget constraints apply. The "Lite" designation signals it is a smaller, distilled variant of a larger model in the Nano Banana 2 family.

Gemini Omni Flash extends the Gemini model family into video, offering what Google describes as high-quality video generation alongside conversational editing - a workflow where users can iteratively refine video output through natural language instructions. Conversational editing has been an active area of development across the industry, as it lowers the barrier for non-technical users to make precise adjustments without learning dedicated editing tools.

Together, these two models reflect a broader push by Google to make generative media capabilities accessible at different price and performance points. With both models now open for developer access, the near-term focus will likely be on how well Nano Banana 2 Lite holds up in real-world image quality benchmarks relative to competitors, and whether Gemini Omni Flash's conversational video editing delivers consistent, controllable results in practice.