Gemini 2.0 Flash-Lite

The Gemini 2.0 model family

Our most capable model yet built for the agentic era.

Experimental
2.0 Pro
Our best model yet for coding performance and complex prompts.
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General availability
2.0 Flash
Our powerful workhorse model with low latency and enhanced performance, built to power agentic experiences.
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Experimental
2.0 Flash Thinking
Our enhanced reasoning model, capable of showing its thoughts to improve performance and explainability.
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General availability
2.0 Flash-Lite
Our most cost-efficient model yet.
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Native in, native out

Gemini 2.0 introduces improved capabilities like native tool use and for the first time, Gemini can also natively create images and generate speech.

Native image generation

Create or edit images and seamlessly blend them with text.

Native text-to-speech

Easily steer Gemini’s speaking style to match any mood.

Native tool use

Build agents that use Google Search, code execution and more.

One step closer to a universal AI assistant

Gemini 2.0 unlocks new possibilities for AI agents - intelligent systems that can use memory, reasoning, and planning to complete tasks for you. All under your supervision.

Taking action
Agents can follow instructions and take helpful actions under your supervision.
Tool use
Agents can search for information, look up reviews, translate and more.
Real-time streaming
Agents respond seamlessly to live audio and video input.

Unlocking agentic experiences with Gemini 2.0

The practical application of AI agents is a research area full of exciting possibilities. We’re exploring this new frontier with a series of prototypes that can help people accomplish tasks and get things done.

Agents using multimodal understanding

A research prototype exploring future capabilities of a universal AI assistant.

Learn about Project Astra

Agents that can help you accomplish complex tasks

A research prototype exploring the future of human-agent interaction, starting with your browser.

Learn about Project Mariner

Agents in other domains

Agents for developers

A coding agent capable of fixing bugs, editing and validating code, and managing tasks under a developer’s supervision.

Learn about Jules

Gemini 2.0 for Games

Agents that can help you navigate the virtual world of video games.

Hands-on

Discover what’s possible with Gemini 2.0’s next-generation capabilities.

Download starter apps

Spatial understanding

Ask Gemini to give you the locations of objects, text, and more.

Launch applet

Video understanding

Outline key moments, or summarize with an overview in a paragraph, or even a haiku.

Launch applet

Function calling with Maps API

Ask questions based on geography, or choose a pre-populated topic to watch the map travel to different locations using Google Maps.

Launch applet

Multimodal Live API with 2.0 Flash Experimental

Our Multimodal Live API helps developers build applications with better natural language interactions and video understanding.

Learn more

Boilerplate

A react-based starter project to simplify the development of real-time conversational applications with Gemini.

Download

GenExplainer

Learn about complex topics with unexpected characters. Understand the science of volcanoes with a sports commentator, or the complexities of mortgages with a pirate. Talk back and forth with the characters.

Download

GenWeather

Learn more about the weather in a particular location. Ask a question to receive a text explainer on what the weather looks like, in the style of a character of your choice.

Download

Performance

Gemini 2.0 is our most capable model yet, building on the strengths of our previous generations.

Benchmarks

Enhanced capabilities against a wide range of benchmarks.

Capability	Benchmark	Description	Gemini 1.5 Flash	Gemini 1.5 Pro	Gemini 2.0 Flash-Lite Public preview	Gemini 2.0 Flash GA	Gemini 2.0 Pro Experimental
General	MMLU-Pro	Enhanced version of popular MMLU dataset with questions across multiple subjects with higher difficulty tasks	67.3%	75.8%	71.6%	77.6%	79.1%
Code	LiveCodeBench (v5)	Code generation in Python. Subset covering more recent examples [In the UI: 10/01/2024 - 02/01/2025]	30.7%	34.2%	28.9%	34.5%	36.0%
	Bird-SQL (Dev)	Benchmark evaluating converting natural language questions into executable SQL	45.6%	54.4%	57.4%	58.7%	59.3%
Reasoning	GPQA (diamond)	Challenging dataset of questions written by domain experts in biology, physics, and chemistry	51.0%	59.1%	51.5%	60.1%	64.7%
Factuality	SimpleQA	World knowledge factuality with no search enabled	8.6%	24.9%	21.7%	29.9%	44.3%
	FACTS Grounding	Ability to provide factuality correct responses given documents and diverse user requests	82.9%	80.0%	83.6%	84.6%	82.8%
Multilingual	Global MMLU (Lite)	MMLU translated by human translators into 15 languages. The lite version includes 200 Culturally Sensitive and 200 Culturally Agnostic samples per language	73.7%	80.8%	78.2%	83.4%	86.5%
Math	MATH	Challenging math problems (incl. algebra, geometry, pre-calculus, and others)	77.9%	86.5%	86.8%	90.9%	91.8%
	HiddenMath	Competition-level math problems, Held out dataset AIME/AMC-like, crafted by experts and not leaked on the web	47.2%	52.0%	55.3%	63.5%	65.2%
Long-context	MRCR (1M)	Novel, diagnostic long-context understanding evaluation	71.9%	82.6%	58.0%	70.5%	74.7%
Image	MMMU	Multi-discipline college-level multimodal understanding and reasoning problems	62.3%	65.9%	68.0%	71.7%	72.7%
Audio	CoVoST2 (21 lang)	Automatic speech translation (BLEU score)	37.4	40.1	38.4	39.0	40.6
Video	EgoSchema (test)	Video analysis across multiple domains	66.8%	71.2%	67.2%	71.1%	71.9%

Building responsibly in the agentic era

As we develop these new technologies, we recognize the responsibility it entails, and aim to prioritize safety and security in all our efforts.

Learn more

For developers

Gemini’s improved capabilities mean it’s now possible to build new agents that can think, remember, plan and take action for you.

Start building

Developer showcase

Product explorations from developers experimenting with Gemini 2.0. Some sequences shortened.

tldraw

Prototyping a new natural language computing experience on an infinite canvas with Gemini 2.0.

Rooms

Unlocking richer avatar interactions with Gemini 2.0 text and audio capabilities.

Viggle

Experimenting with Gemini 2.0 to create virtual characters and audio narration for their AI powered video platform.

Toonsutra

Leveraging contextual multilingual translation abilities of Gemini 2.0 to make comics and webtoons accessible to audiences across India.

Developer ecosystem

Build with cutting-edge generative AI models and tools to make AI helpful for everyone.

Google AI Studio

Build with the latest models from Google DeepMind

Gemini API

Easily integrate Google’s most capable AI model to your apps

Gemini model family

Our versatile models run efficiently on everything from data centers to on-device.

Model deployment status	General availability
Supported data types for input	Text, Image, Video, Audio
Supported data types for output	Text
Supported # tokens for input	1M
Supported # tokens for output	8k
Knowledge cutoff	June 2024
Best for	Low-cost workflows
Availability	Google AI Studio Gemini API Vertex AI

Gemini 2.0

The Gemini 2.0 model family