Start building with Gemini 2.0 Flash and Flash-Lite

<!DOCTYPE html> <html lang="en"> <head> <meta charset="utf-8" /> <title> Start building with Gemini 2.0 Flash and Flash-Lite - Google Developers Blog </title> <meta property="og:title" content="Start building with Gemini 2.0 Flash and Flash-Lite- Google Developers Blog" /> <meta name="viewport" content="width=device-width, initial-scale=1" /> <meta name="description" content="Gemini 2.0 Flash-Lite is now generally available in the Gemini API for production use in Google AI Studio and for enterprise customers on Vertex AI." /> <meta content="summary_large_image" name="twitter:card"/> <meta content="Google for Developers Blog - News about Web, Mobile, AI and Cloud" property="twitter:title"/> <meta property="og:title" content="Start building with Gemini 2.0 Flash and Flash-Lite" /> <script type="application/ld+json"> { "@context": "https://schema.org", "@type": "BreadcrumbList", "itemListElement": [{ "@type": "ListItem", "position": 1, "name": "Google for Developers Blog", "item": "https://developers.googleblog.com/" },{ "@type": "ListItem", "position": 2, "name": "Start building with Gemini 2.0 Flash and Flash-Lite", "item": "http://developers.googleblog.com/id/start-building-with-the-gemini-2-0-flash-family/" }] } </script> <script type="application/ld+json"> { "@context": "https://schema.org", "@type": "Article", "headline": "Start building with Gemini 2.0 Flash and Flash-Lite", "description": "Gemini 2.0 Flash-Lite is now generally available in the Gemini API for production use in Google AI Studio and for enterprise customers on Vertex AI. 2.0 Flash-Lite offers improved performance over 1.5 Flash across reasoning, multimodal, math and factuality benchmarks. 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class="heading-container glue-page glue-spacer-1-top"> <h1 class="glue-headline glue-headline--headline-1">Start building with Gemini 2.0 Flash and Flash-Lite</h1> </section> <section class="summary-container glue-page glue-spacer-4-top"> <div class="date-time"> <div class="published-date glue-font-weight-medium">FEB 25, 2025</div> </div> </section> <section class="glue-page glue-grid glue-spacer-1-top"> <section class="author-container glue-grid__col glue-grid__col--span-4-sm glue-grid__col--span-10-md"> <div class="author-obj"> <a class="glue-font-weight-medium" href="/id/search/?author=Logan+Kilpatrick">Logan Kilpatrick</a> <span class="glue-font-weight-medium role">Senior Product Manager</span> <span class="glue-font-weight-medium team">Gemini API and Google AI Studio</span> </div> <div class="author-obj"> <a class="glue-font-weight-medium" href="/id/search/?author=Shrestha+Basu+Mallick">Shrestha Basu Mallick</a> <span class="glue-font-weight-medium role">Group Product Manager</span> <span class="glue-font-weight-medium team">Gemini API</span> </div> </section> <section class="social-container glue-grid__col glue-grid__col--span-4-sm glue-grid__col--span-2-md"> <button id="social-button" class="glue-button glue-button--low-emphasis glue-button--icon" aria-haspopup="true" aria-expanded="false"> <svg role="presentation" aria-hidden="true" class="glue-icon"> <use href="/glue-icon/#share"></use> </svg> <span>Bagikan</span> </button> <ul id="social-menu" class="glue-elevation-level-1" role="menu" aria-labelledby="social-button"> <li> <a href="https://www.facebook.com/sharer/sharer.php?u={url}" title="Share on Facebook" target="_blank" rel="noopener"> <svg role="presentation" aria-hidden="true" class="glue-icon glue-icon--social glue-icon--32px"> <use href="/glue-icon/#post-facebook"></use> </svg> <span>Facebook</span> </a> </li> <li> <a href="https://twitter.com/intent/tweet?text={url}" title="Share on Twitter" target="_blank" rel="noopener"> <svg 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href="/glue-icon/#link"></use> </svg> <span></span> </a> </li> </ul> </section> </section> <section class="blocks-container glue-page glue-spacer-3-top"> <div class="block"> <img class="banner-image" src="https://storage.googleapis.com/gweb-developer-goog-blog-assets/images/Flash_Family_Blog_hero.original.png" alt="Flash Family" /> <div class="inner-block-content rich-content"> <p data-block-key="35s72">Since the <a href="https://developers.googleblog.com/en/gemini-2-family-expands/">launch</a> of the Gemini 2.0 Flash model family, developers are discovering new use cases for this highly efficient family of models. Gemini 2.0 Flash offers stronger performance over 1.5 Flash and 1.5 Pro, plus simplified <a href="http://ai.google.dev/pricing">pricing</a> that makes our 1 million token context window more affordable.</p><p data-block-key="ecn14">Today, Gemini 2.0 Flash-Lite is now generally available in the Gemini API for production use in <a href="http://aistudio.google.com/">Google AI Studio</a> and for enterprise customers on <a href="https://console.cloud.google.com/freetrial?redirectPath=/vertex-ai/studio">Vertex AI</a>. 2.0 Flash-Lite offers improved performance over 1.5 Flash across reasoning, multimodal, math and factuality <a href="https://deepmind.google/technologies/gemini/#performance">benchmarks</a>. For projects that require long context windows, 2.0 Flash-Lite is an even more cost-effective solution, with simplified <a href="https://ai.google.dev/gemini-api/docs/pricing">pricing</a> for prompts more than 128K tokens.</p><p data-block-key="3l0qs">Developers are already leveraging the speed, efficiency, and cost-effectiveness of the 2.0 Flash family to build incredible applications. Here are a few examples:</p><h3 data-block-key="e5ed5"><b><br/>1. Voice AI</b></h3><p data-block-key="1bm1m">Building effective conversational AI, particularly voice assistants, requires both speed and accuracy. A fast Time-to-First-Token (TTFT) is essential for creating a natural, responsive feel, alongside the ability to handle complex instructions and interact with other systems via function calling.</p><p data-block-key="eta3"><a href="http://daily.co/">Daily</a> is leveraging Gemini 2.0 Flash-Lite to help developers create cutting-edge voice AI experiences. Using their open-source, vendor agnostic <a href="https://www.pipecat.ai/">Pipecat</a> framework for voice and multimodal conversational agents, Daily has created a system instruction <a href="https://github.com/pipecat-ai/pipecat/blob/main/examples/phone-chatbot/bot_daily_gemini.py">code demo</a> to reliably detect voicemail systems and tailor messages accordingly.</p> </div> <div class="inner-block-content video-block"> <video autoplay="" loop="" muted="" playsinline="" poster="https://storage.googleapis.com/gweb-developer-goog-blog-assets/original_videos/wagtailvideo-r8ela03i_thumb.jpg"> <source src='https://storage.googleapis.com/gweb-developer-goog-blog-assets/original_videos/image4-ezgif.com-gif-to-mp4-converter.mp4' type='video/mp4'> <p>Sorry, your browser doesn't support playback for this video</p> </video> <div class="video-description"> Gemini 2.0 Flash-Lite, with the above system instruction, performs significantly better than current specialized commercial models for detecting voicemail. </div> </div> <div class="inner-block-content rich-content"> <h3 data-block-key="35s72"><b>2. Data analytics</b></h3><p data-block-key="7e9kf"><a href="https://dawnai.com/">Dawn</a> is revolutionizing how engineering teams monitor their AI products in production by providing deep, meaningful insights powered by Gemini 2.0 Flash. Dawn's "semantic monitoring" pipeline allows engineering teams to instantly search massive streams of user interactions to find any behavior they’re looking for—like user frustration, conversation length, and user feedback—and continuously track them as ongoing issues or topics to identify anomalies and hidden problems in production.</p><p data-block-key="6pgnk">With Gemini 2.0 Flash's simplified pricing, reliable structured outputs, and extended context capabilities, Dawn was able significantly reduce search times (from hours to just under a minute) by switching models, cut costs by more than 90%, and see increased reliability across evals and production monitoring.</p> </div> <div class="inner-block-content video-block"> <video autoplay="" loop="" muted="" playsinline="" poster="https://storage.googleapis.com/gweb-developer-goog-blog-assets/original_videos/wagtailvideo-89g2bp7__thumb.jpg"> <source src='https://storage.googleapis.com/gweb-developer-goog-blog-assets/original_videos/flash-dawn-demo.mp4' type='video/mp4'> <p>Sorry, your browser doesn't support playback for this video</p> </video> <div class="video-description"> Gemini 2.0 Flash makes Dawn’s semantic monitoring faster, more reliable, and cost effective. </div> </div> <div class="inner-block-content rich-content"> <h3 data-block-key="35s72"><b>3. Video editing</b></h3><p data-block-key="7g8b1"><a href="http://usemosaic.ai/">Mosaic</a> is transforming complex, time-consuming video editing tasks with a new, agentic paradigm that uses Gemini 2.0 Flash. Their solution incorporates multimodal editing agents that use Gemini 2.0 Flash’s long-context capabilities to accelerate mundane video editing tasks from hours to seconds so you can do things like clip YouTube Shorts from any part of a long form video with just a prompt.</p><p data-block-key="6cu73">The new simplified pricing for Gemini 2.0 Flash of $0.10 per 1 million input tokens in Google AI Studio makes huge context windows 33% more affordable, opening up new possibilities for AI-driven video editing workflows.</p> </div> <div class="inner-block-content"> <div class="image-wrapper"> <img class="regular-image" src="https://storage.googleapis.com/gweb-developer-goog-blog-assets/images/image4_clQeyo0.original.png" alt="Gemini 2.0 Flash" /> <div class="regular-image-description"> Using Gemini 2.0 Flash, Mosaic’s agentic workflow cuts and edits a YouTube Short from a recent episode of Release Notes. </div> </div> </div> <div class="inner-block-content rich-content"> <h2 data-block-key="35s72">Start building with Gemini 2.0 Flash and 2.0 Flash-Lite</h2><p data-block-key="9sm19">We’re excited by what the Gemini 2.0 Flash family of models is enabling for developers like <a href="http://daily.co/">Daily.co</a>, <a href="https://usemosaic.ai/">Mosaic</a>, and <a href="https://dawnai.com/">Dawn</a>. Whether you're working on voice assistants, video editing tools, or something completely new, we hope the Gemini 2.0 Flash family provides the performance and affordability you need. 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