Two new lightweight models, Nano Banana 2 Lite and Gemini Omni Flash, are now available for developers. These versions prioritize low latency and reduced compute costs over raw reasoning power. They target edge deployment and high-throughput tasks. Practitioners can now integrate these smaller footprints into mobile applications without sacrificing basic multimodal capabilities.