Build with our next generation AI systems

Explore models chevron_right

Gemini

Our most intelligent AI models

2.5 Pro
2.5 Flash
2.0 Flash-Lite
Learn more

Gemma

Lightweight, state-of-the-art open models

Gemma 3
Gemma 3n
ShieldGemma 2
Learn more

Generative models

Image, music and video generation models

Imagen
Lyria
Veo

Experiments

AI prototypes and experiments

Project Astra
Project Mariner
Gemini Diffusion

Our latest AI breakthroughs and updates from the lab

Explore research chevron_right

Projects

Explore some of the biggest AI innovations

Learn more

Publications

Read a selection of our recent papers

Learn more

News

Discover the latest updates from our lab

Learn more

Unlocking a new era of discovery with AI

Explore science chevron_right

AI for biology

AlphaFold
AlphaMissense
AlphaProteo

AI for climate and sustainability

WeatherNext

AI for mathematics and computer science

AlphaEvolve
AlphaProof
AlphaGeometry

AI for physics and chemistry

GNoME
Fusion
AlphaQubit

AI transparency

SynthID

Our mission is to build AI responsibly to benefit humanity

About Google DeepMind chevron_right

News

Discover our latest AI breakthroughs, projects, and updates

Learn more

Careers

We’re looking for people who want to make a real, positive impact on the world

Learn more

Milestones

For over 20 years, Google has worked to make AI helpful for everyone

Learn more

Education

We work to make AI more accessible to the next generation

Learn more

Responsibility

Ensuring AI safety through proactive security, even against evolving threats

Learn more

The Podcast

Uncover the extraordinary ways AI is transforming our world

Learn more
Models
Research
Science
About

Build with our next generation AI systems

Explore models chevron_right

Gemini

Our most intelligent AI models

2.5 Pro
2.5 Flash
2.0 Flash-Lite
Learn more

Gemma

Lightweight, state-of-the-art open models

Gemma 3
Gemma 3n
ShieldGemma 2
Learn more

Generative models

Image, music and video generation models

Imagen
Lyria
Veo

Experiments

AI prototypes and experiments

Project Astra
Project Mariner
Gemini Diffusion

Our latest AI breakthroughs and updates from the lab

Explore research chevron_right

Projects

Explore some of the biggest AI innovations

Learn more

Publications

Read a selection of our recent papers

Learn more

News

Discover the latest updates from our lab

Learn more

Unlocking a new era of discovery with AI

Explore science chevron_right

AI for biology

AlphaFold
AlphaMissense
AlphaProteo

AI for climate and sustainability

WeatherNext

AI for mathematics and computer science

AlphaEvolve
AlphaProof
AlphaGeometry

AI for physics and chemistry

GNoME
Fusion
AlphaQubit

AI transparency

SynthID

Our mission is to build AI responsibly to benefit humanity

About Google DeepMind chevron_right

News

Discover our latest AI breakthroughs, projects, and updates

Learn more

Careers

We’re looking for people who want to make a real, positive impact on the world

Learn more

Milestones

For over 20 years, Google has worked to make AI helpful for everyone

Learn more

Education

We work to make AI more accessible to the next generation

Learn more

Responsibility

Ensuring AI safety through proactive security, even against evolving threats

Learn more

The Podcast

Uncover the extraordinary ways AI is transforming our world

Learn more
Models

Build with our next generation AI systems

Explore models chevron_right

Gemini

Our most intelligent AI models

2.5 Pro
2.5 Flash
2.0 Flash-Lite
Learn more

Gemma

Lightweight, state-of-the-art open models

Gemma 3
Gemma 3n
ShieldGemma 2
Learn more

Generative models

Image, music and video generation models

Imagen
Lyria
Veo

Experiments

AI prototypes and experiments

Project Astra
Project Mariner
Gemini Diffusion
Research

Our latest AI breakthroughs and updates from the lab

Explore research chevron_right

Projects

Explore some of the biggest AI innovations

Learn more

Publications

Read a selection of our recent papers

Learn more

News

Discover the latest updates from our lab

Learn more
Science

Unlocking a new era of discovery with AI

Explore science chevron_right

AI for biology

AlphaFold
AlphaMissense
AlphaProteo

AI for climate and sustainability

WeatherNext

AI for mathematics and computer science

AlphaEvolve
AlphaProof
AlphaGeometry

AI for physics and chemistry

GNoME
Fusion
AlphaQubit

AI transparency

SynthID
About

Our mission is to build AI responsibly to benefit humanity

About Google DeepMind chevron_right

News

Discover our latest AI breakthroughs, projects, and updates

Learn more

Careers

We’re looking for people who want to make a real, positive impact on the world

Learn more

Milestones

For over 20 years, Google has worked to make AI helpful for everyone

Learn more

Education

We work to make AI more accessible to the next generation

Learn more

Responsibility

Ensuring AI safety through proactive security, even against evolving threats

Learn more

The Podcast

Uncover the extraordinary ways AI is transforming our world

Learn more
Try Google AI Studio Try Gemini
Google DeepMind
Google AI Learn about all of our AI Google DeepMind Explore the frontier of AI Google Labs Try our AI experiments Google Research Explore our research
Gemini app Chat with Gemini Google AI Studio Build with our next-gen AI models
Models Research Science About
Try Google AI Studio Try Gemini

AlphaFold

Accelerating breakthroughs in biology with AI

Explore the AlphaFold Database

AlphaFold has revealed millions of intricate 3D protein structures, and is helping scientists understand how life’s molecules interact.

  • The building blocks of life
  • Transforming biology
  • Breakthroughs
  • AlphaFold tools

Proteins – the building blocks of life

Proteins underpin every biological process, in every living thing.

Made from long chains of amino acids, each has a unique complex 3D structure. But figuring out just one of these can take several years, and hundreds of thousands of dollars. In 2020, AlphaFold solved this problem, with the ability to predict protein structures in minutes, to a remarkable degree of accuracy.

That’s helping researchers understand what individual proteins do and how they interact with other molecules. So valuable time and resources can be redirected into advancing research that could help solve society’s biggest medical and environmental challenges.

“

What took us months and years to do, AlphaFold was able to do in a weekend.

Professor John McGeehan
Former Director for the Centre for Enzyme Innovation (CEI)

AlphaFold’s potential

Managing plastic pollution

91% of all plastic ever produced has never been recycled. AlphaFold could help us face up to the challenge of cleaning up our world.

Supporting global food supplies

40% of the world’s crops are lost to disease each year. AlphaFold could unlock insights that help keep food on tables.

AlphaFold’s impact

So far, AlphaFold has predicted over 200 million protein structures – nearly all catalogued proteins known to science. The AlphaFold Protein Structure Database makes this data freely available. So far, it has over two million users in 190 countries. That means it has already potentially saved millions of dollars and hundreds of millions of years in research time.

Meanwhile, AlphaFold Server predicts how proteins will interact with a broad spectrum of biomolecules, accelerating new research.

AlphaFold has already made a significant impact. We hope it will eventually help to transform our understanding of the biological world.

Accelerating breakthroughs

Researchers are using AlphaFold in nearly every field of biology. Explore some of their stories.

  • Case study

    Accelerating the fight against malaria

    Learn more
  • Case study

    Paving the way for potential Parkinson’s treatments

    Learn more
  • Case study

    Racing against drug-resistant bacteria

    Learn more
  • Case study

    Breaking down plastic pollution

    Learn more
  • Case study

    Designing more effective drugs

    Learn more
  • Case study

    Increasing honeybees’ chances of survival

    Learn more
  • View all case studies

AlphaFold tools

A powerful suite of tools, helping the scientific community advance research.

AlphaFold Protein Structure Database

View over 200 million protein structure predictions to support your research.

AlphaFold Server

Predict the structure and interactions of all life’s molecules with unprecedented accuracy.

AlphaFold 3

Access the AlphaFold 3 model code and weights for academic use.

Learn more

Proteins, explained

Inside every cell of your body, billions of tiny machines – proteins – are hard at work.

The AlphaFold solution

Jump back to 2020, when AlphaFold solved one of the biggest scientific challenges in over 50 years.

What's new

  • Science

    AlphaFold 3 predicts the structure and interactions of all of life’s molecules

    Introducing a new AI model developed by Google DeepMind and Isomorphic Labs.

    8 May 2024
  • Science

    A glimpse of the next generation of AlphaFold

    Progress update: Our latest AlphaFold model shows significantly improved accuracy and expands coverage beyond proteins to other biological molecules, including ligands.

    31 October 2023
  • Science

    Stopping malaria in its tracks

    Developing a vaccine that could save hundreds of thousands of lives

    13 October 2022

Explore our other teams and product areas

  • Google AI

  • Google AI for Developers

  • Google AI Studio

  • Gemini

  • Google Cloud

  • Google Labs

Follow us
footer__x
footer__instagram
footer__youtube
footer__linkedin
footer__github
Build AI responsibly to benefit humanity
Models
Build with our next generation AI systems
Gemini
Gemma
Veo
Imagen
Lyria
Science
Unlocking a new era of discovery with AI
AlphaFold
SynthID
WeatherNext
Learn more
About News Careers Research Responsibility & Safety
Sign up for updates on our latest innovations

I accept Google's Terms and Conditions and acknowledge that my information will be used in accordance with Google's Privacy Policy.

Please enter a valid email (e.g., "[email protected]")
About Google
Google products
Privacy
Terms