Google launches Nano Banana 2 Lite for fast AI images and Gemini Omni Flash for video via API

2026-06-30 · Source: The Decoder · Field: Technology & Digital — Artificial Intelligence & Machine Learning · Depth: Intermediate, quick

Summary

Google has introduced two new generative AI models: Nano Banana 2 Lite and Gemini Omni Flash, expanding its offerings for visual content creation. Nano Banana 2 Lite specializes in rapid image generation, capable of producing images in just four seconds at a cost of \$0.034 per instance. Gemini Omni Flash, on the other hand, brings video generation and editing functionalities to Google's API for the first time, allowing users to create and modify videos using text prompts. Google specifically recommends chaining these two models to facilitate a seamless workflow, enabling users to transition from a quickly generated image to an animated video. This strategic release enhances Google's suite of AI tools for both static and dynamic media production.

Key takeaway

For AI Product Managers evaluating generative media tools, Google's new models offer a compelling, integrated workflow. You can now rapidly prototype visual concepts with Nano Banana 2 Lite's four-second image generation at \$0.034, then animate them into videos using Gemini Omni Flash via API. This integration streamlines content creation, allowing you to quickly iterate from static images to dynamic video, potentially accelerating your development cycles and reducing external vendor dependencies.

Key insights

Google's new AI models enable rapid, cost-effective image generation and API-driven video creation.

Principles

• AI models can specialize for speed or complexity.
• API access democratizes advanced generative AI.

Method

Chain Nano Banana 2 Lite for initial image generation with Gemini Omni Flash for subsequent video animation and editing via text prompts.

In practice

• Generate images quickly for \$0.034 each.
• Animate static images into videos via API.
• Edit video content using text prompts.

Topics

• Generative AI
• Image Generation
• Video Generation
• Google API
• AI Models
• Content Creation

Best for: Machine Learning Engineer, Computer Vision Engineer, CTO, AI Engineer, AI Product Manager, Director of AI/ML

Related on AIssential

• Google introduces a faster, cheaper image generator with Nano Banana 2 Lite — Google's Nano Banana 2 Lite offers rapid, cost-effective AI image generation for high-volume creative workflows.
• Google’s new anything-to-anything AI model is wild — Google's Omni Flash significantly advances AI video generation, creating highly convincing deepfakes despite persistent inconsistencies and cost implications.
• Gemini Omni: Clone yourself with AI in under 15 minutes — Google's Gemini Omni and Flow enable rapid AI avatar creation and video generation with minimal effort.
• Why Nano Banana Pro feels like a real breakthrough — Advanced AI models now offer conversational prompting, extended video generation, and enhanced image realism.
• Google’s Gemini Omni Can Generate Videos With Shockingly Accurate Text 😳 — Gemini Omni demonstrates advanced video generation with accurate text, nearing indistinguishable realism despite minor flaws.
• Google's Gemini Omni Flash hits the API, turning enterprise video production into a conversation — Gemini Omni Flash's API enables conversational, iterative video editing, streamlining enterprise content creation from diverse inputs.

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Editorial summary, takeaway, and curation by AIssential. Original article published by The Decoder.