Google AI Tools: A Complete Beginner’s Guide for 2026

Google offers AI tools for writing, research, search, image generation, video production, music, coding, education, and business productivity. The main products include Gemini, Gemini Notebook, Google Flow, Google AI Studio, Gemini for Workspace, Vertex AI, Jules, Stitch, Opal, Veo, Imagen, Nano Banana, Lyria, and Gemini Omni.

You do not need to learn every Google AI tool at once. I was initially confused about where to begin because Google offers several products and models with overlapping purposes. Some are complete applications. Others are AI models that operate inside those applications.

My advice is to start with Gemini for everyday tasks and Gemini Notebook for research based on trusted sources. Business users can then explore Gemini inside Google Workspace. Developers need a different set of products, including Google AI Studio, the Gemini API, Vertex AI, and Gemini Code Assist.

This guide was last checked on August 6, 2026. Google regularly changes product names, availability, models, limits, and prices.

The Most Important Distinction

Google uses the words tool, model, feature, and platform for different products.

A beginner can easily assume they are all separate applications.

They are not.

For example:

• Google Flow is a creative tool you can open and use.
• Veo 3.1 is a video-generation model used inside tools such as Flow.
• Gemini Omni is a multimodal model that can create and edit video.
• Nano Banana is Google’s Gemini-based image-generation family.
• Imagen is Google DeepMind’s dedicated image-generation family.
• Lyria is Google DeepMind’s music-generation family.
• Vertex AI is a business platform used to build and manage AI systems.

I will explain both the tools and the important models in this guide because users often search for them by name.

Google AI Tools at a Glance

Google AI tool or model	Main purpose	Free or paid?	Best for	Simple access method
Gemini	General AI assistant	Free and paid plans	Almost anyone learning AI	Open the Gemini website or mobile app
Gemini Notebook	Research using selected sources	Free and paid access	Students, writers, analysts and researchers	Open Gemini Notebook and create a notebook
Gemini Live	Voice conversations with AI	Free with usage limits	Mobile users and spoken learning	Open Gemini and select Live
Deep Research	Multi-step online research	Limited free access; higher paid limits	Researchers and business analysts	Select Deep Research inside Gemini
Gems	Custom versions of Gemini	Free and paid access	Repeated tasks and specialist assistants	Open the Gems section in Gemini
Canvas	Writing, planning and coding workspace	Included in Gemini	Writers, students and developers	Select Canvas inside Gemini
Gemini Spark	Personal AI agent for multi-step goals	Availability varies	People managing complex personal tasks	Access through Gemini where available
AI Mode in Google Search	Conversational web research	Free; premium functions may require a plan	People researching current information	Select AI Mode in Google Search
AI Overviews	Short AI summaries in search results	Free	People seeking quick introductions	Search normally on Google
Google Lens	Search using images and a camera	Free	Shoppers, travelers and students	Open Lens through Google, Chrome or Photos
Gemini in Chrome	AI help while browsing	Availability depends on account and location	Researchers and frequent web users	Use the Gemini option inside Chrome
Gemini in Gmail	Write, find and summarize emails	Workspace or Google AI plan	Employees and business owners	Open Gemini in the Gmail side panel
Gemini in Docs	Draft, rewrite and summarize documents	Workspace or Google AI plan	Writers and office teams	Open the Gemini panel in Google Docs
Gemini in Sheets	Build and analyze spreadsheets	Workspace or Google AI plan	Managers, analysts and finance teams	Open the Gemini panel in Google Sheets
Gemini in Slides	Create and improve presentations	Workspace or Google AI plan	Students and business teams	Open the Gemini panel in Google Slides
Gemini in Drive	Find and summarize files	Workspace or Google AI plan	Teams with many documents	Open Gemini from Google Drive
Gemini in Meet	Meeting notes, summaries and translation	Eligible Workspace plans	Remote and hybrid teams	Enable Gemini features during a Meet call
Gemini in Chat	Summarize and translate conversations	Eligible Workspace plans	Internal business teams	Use Gemini inside Google Chat
Google Workspace Studio	Build AI workflows across Workspace apps	Eligible Workspace plans	Business teams automating office work	Open Studio through Google Workspace
Google Vids	AI-assisted business video creation	Workspace or Google AI access	Training, sales and internal communication	Open Google Vids from Workspace
Google Flow	AI filmmaking and creative-media workspace	Limited free access and paid plans	Video creators, filmmakers and marketers	Open Google Flow
Veo 3.1	Generate video from text or images with audio	Limited access and paid usage	Video creators, advertisers and developers	Use it through Gemini, Flow, AI Studio or an API
Gemini Omni	Generate and edit video from mixed inputs	Paid plans and selected free access	Multimodal video creators	Use it through Gemini or Google Flow
Nano Banana	Generate and edit images	Free limits and paid access	General users, marketers and designers	Generate images inside Gemini or Flow
Imagen	Generate detailed images from text	Limited free access and paid developer usage	Designers, advertisers and developers	Use it through Gemini, AI Studio or Vertex AI
Google Flow Music	Create songs and music videos	Access depends on plan and location	Musicians and content creators	Open Google Flow Music
Lyria	Google’s music-generation model family	Product or usage-based access	Musicians and creative developers	Use it through supported Google tools or APIs
Pomelli	Create on-brand marketing content	Experimental Google Labs access	Small businesses and marketers	Open Pomelli through Google Labs
Stitch	Design websites and app interfaces	Experimental access	Designers, developers and app founders	Open Stitch through Google Labs
Mixboard	Create visual concept boards	Experimental access	Designers, marketers and creative teams	Open Mixboard through Google Labs
Opal	Build small AI applications without traditional coding	Experimental access	Beginners and business users	Open Opal through Google Labs
Project Genie	Create and explore interactive generated worlds	Premium or restricted access	Researchers and game creators	Access through an eligible Google plan
Learn Your Way	Turn source material into interactive lessons	Experimental access	Students and teachers	Open it through Google Labs
Google AI Studio	Test models and build AI applications	Free to start	Developers, students and technical founders	Sign in to Google AI Studio
Gemini API	Add Gemini models to software	Free tier and usage-based pricing	Software developers	Create an API key in AI Studio
Vertex AI	Build and operate enterprise AI systems	Paid and usage-based	Larger companies and technical teams	Enable Vertex AI in Google Cloud
Gemini Code Assist	AI coding assistant	Free individual and paid business plans	Software developers	Install it in a supported code editor
Jules	Coding agent that completes assigned tasks	Limited and paid-plan access	Developers using code repositories	Connect a repository to Jules
Google Antigravity	Agentic software-development platform	Limited and paid access	Advanced developers	Open Antigravity with an eligible account
Stax	Test prompts and AI models	Experimental access	AI product and evaluation teams	Open Stax through Google Labs
Firebase Studio	Browser-based AI app development	Existing users only; being retired	Existing Firebase Studio users	Existing users can open current workspaces
Literature Insights	Find and compare scientific research	Experimental access	Researchers and academics	Request access through Google Labs
Hypothesis Generation	Generate research hypotheses	Experimental access	Scientific researchers	Access through the relevant research program
Computational Discovery	Explore code-based research ideas	Experimental access	Technical research teams	Access through Google Labs or Research
Vantage	Practice collaboration and critical thinking	Experimental access	Students, educators and employers	Open the relevant Google research page
AI Edge Eloquent	Turn rough speech into clear writing	Experimental access	Speakers, writers and accessibility users	Access through Google Labs

Google Labs describes itself as a place where users can try early experiments and provide feedback. Products in Labs may change, move into another Google service, become paid, or disappear.

1. Google Gemini

Gemini is Google’s main general-purpose AI assistant.

It is the best starting point for most beginners.

You can use Gemini to:

• Ask questions
• Explain difficult subjects
• Draft and rewrite text
• Summarize files
• Plan projects
• Generate images
• Conduct research
• Help with coding
• Analyze images
• Practice interviews
• Work with connected Google applications

Google currently offers a free Gemini plan. It also offers Google AI Plus and higher paid plans with increased limits and extra features. The free plan includes Gemini, image generation, Deep Research, Gemini Live, Canvas and Gems.

Is Gemini free?

Yes.

Google lists a free plan at $0 per month with a Google Account.

Google AI Plus was listed at $4.99 per month in the United States when this guide was checked. Higher Google AI plans provide more usage, storage and access to advanced creative tools.

Prices vary by country.

Who is Gemini best for?

Gemini is suitable for:

• Beginners
• Students
• Writers
• Business owners
• Office employees
• Researchers
• Developers
• People who already use Google services

How to access Gemini

1. Open the Gemini website.
2. Sign in with your Google Account.
3. Enter a question.
4. Upload a file or image if needed.
5. Check the answer before using it.

Gemini is also available through Android and iOS applications.

My view

Gemini is the correct first tool for most people.

It is broad enough to help with many tasks. You can learn what AI is useful for before paying for a specialist product.

Do not treat every Gemini answer as verified. It can misunderstand a question or generate incorrect information.

2. Gemini Notebook

Gemini Notebook is Google’s source-based research and writing assistant.

It developed from Google’s earlier Project Tailwind and NotebookLM work. Google still uses the NotebookLM web address for access.

Gemini Notebook is different from the main Gemini assistant.

You add the sources you want it to use.

These can include:

• Documents
• PDFs
• Websites
• Videos
• Notes
• Audio files
• Research papers
• Business reports

Gemini Notebook can then summarize the material and answer questions about it.

What can Gemini Notebook do?

It can:

• Summarize long documents
• Compare sources
• Find themes
• Answer questions with citations
• Create study guides
• Generate frequently asked questions
• Prepare timelines
• Produce Audio Overviews
• Create mind maps
• Help organize research

Google describes Gemini Notebook as a research partner grounded in information the user trusts.

Is it free?

A free version is available.

Paid Google AI and Google Workspace plans provide higher limits and additional capabilities.

Who is it best for?

• Students
• Teachers
• Journalists
• Researchers
• Lawyers
• Business analysts
• Writers
• People reviewing several documents

How to access it

1. Open Gemini Notebook.
2. Sign in.
3. Create a new notebook.
4. Add your sources.
5. Ask questions about those sources.

My view

Gemini Notebook is one of Google’s most useful AI tools.

I would use it instead of a general chatbot when the answer must be based on a specific set of documents.

You should still open the cited source before using an important claim.

3. Gemini Live

Gemini Live allows you to speak with Gemini.

You do not need to type every prompt.

You can interrupt it, change the subject and show it something through your phone’s camera or screen.

Google has integrated Live more closely into the main Gemini conversation experience.

Best uses

• Brainstorming while walking
• Language practice
• Spoken learning
• Discussing something visible through a camera
• Hands-free assistance
• Preparing for a conversation

Cost

Gemini Live is included with Gemini access.

Limits and model availability depend on the account and plan.

How to access it

Open the Gemini mobile app and select the Live option.

My view

Gemini Live is good for conversation and quick explanations.

For detailed research, I prefer written answers because they are easier to review and verify.

4. Deep Research

Deep Research is a research mode inside Gemini.

It searches multiple sources and prepares a longer report.

It is useful when a normal answer is too limited.

Best uses

• Market research
• Competitor research
• Product comparisons
• Background reports
• Travel planning
• Learning complex subjects
• Early business research

Is it free?

Limited Deep Research access is included with free Gemini accounts.

Paid plans provide higher limits.

How to access it

1. Open Gemini.
2. Select Deep Research.
3. Enter a detailed question.
4. Review the research plan where available.
5. Check the final sources.

My view

Deep Research can reduce the time spent opening many web pages.

It does not remove the need to verify prices, dates, laws, statistics or important quotations.

5. Gems

Gems are custom versions of Gemini.

You can give a Gem permanent instructions for a repeated job.

For example, you could create:

• A writing assistant
• A study tutor
• A customer-service editor
• A sales coach
• A product-description assistant
• A meal-planning assistant
• A social-media editor

Is it free?

Gems are included with supported Gemini access.

Limits and advanced features may vary by plan.

How to access Gems

1. Open Gemini.
2. Select the Gems section.
3. Create a new Gem.
4. Explain its role and instructions.
5. Save it for future use.

My view

A Gem is useful when you repeatedly send Gemini the same instructions.

It will not fix a badly designed process. You must first understand what you want the assistant to do.

6. Canvas

Canvas is a working space inside Gemini.

It is designed for longer writing, planning and coding tasks.

You can use Canvas to:

• Draft an article
• Edit a report
• Prepare a business plan
• Build a prototype
• Work on code
• Revise text without starting again

Cost

Canvas is included with Gemini access.

Best for

• Writers
• Students
• Developers
• Consultants
• People working on longer projects

How to access it

Open Gemini and select Canvas when starting or continuing a project.

7. Google Search AI Tools

Google has added several AI features to Search.

These are not all separate applications.

AI Mode

AI Mode provides a more conversational search experience.

You can ask a longer question and then ask follow-up questions.

Best for

• Product research
• Travel research
• Learning unfamiliar subjects
• Comparing options
• Researching current information

Cost

The standard experience is free where available.

Advanced models and additional capabilities may require a paid Google AI plan.

How to access

Open Google Search and select AI Mode where available.

AI Overviews

AI Overviews are generated summaries that sometimes appear above traditional search results.

You do not need to activate them.

Google decides when an overview is useful.

Cost

Free.

My view

AI Overviews are useful for getting oriented.

I would still visit the original sources before making a medical, legal, financial or purchasing decision.

Google Lens

Google Lens lets you search with an image, screenshot or camera.

It can:

• Identify an object
• Translate text
• Find similar products
• Copy text from an image
• Recognize landmarks
• Search for something visible on your screen

Cost

Free.

How to access

Use Lens through:

• The Google app
• Google Photos
• Chrome
• Supported Android phones

8. Gemini in Chrome

Gemini in Chrome can help users understand and work with web pages.

Depending on availability, it may:

• Summarize a page
• Answer questions about open tabs
• Compare information
• Help with writing
• Connect browsing with Gemini

Availability depends on location, account type and rollout stage.

Best for

• Researchers
• Students
• Shoppers
• People working across several tabs
• Frequent Chrome users

How to access

Look for Gemini controls inside an updated version of Chrome.

9. Gemini in Google Workspace

Google has placed Gemini inside many Workspace applications.

These include:

• Gmail
• Docs
• Sheets
• Slides
• Drive
• Meet
• Chat
• Vids
• Forms
• Workspace Studio

Workspace plans offer different levels of Gemini access. Google’s business AI pages also state that organizational Workspace data is not used to train Gemini models or target advertisements.

Gemini in Gmail

Gemini in Gmail can:

• Draft an email
• Rewrite a message
• Summarize a thread
• Find information in the inbox
• Suggest responses
• Help schedule a meeting

Best for

Business owners, managers, sales teams and customer-service employees.

Access

Open Gmail and select Gemini from the side panel.

My view

It is useful for first drafts and thread summaries.

Check names, prices, dates and promises before sending the message.

Gemini in Docs

Gemini in Docs can:

• Draft text
• Rewrite paragraphs
• Change tone
• Summarize a document
• Use information from connected Drive files
• Help organize a report

Best for

Writers, consultants, students and office teams.

Access

Open a Google document and select Gemini.

Gemini in Sheets

Gemini in Sheets can:

• Create tables
• Generate formulas
• Analyze data
• Summarize patterns
• Build spreadsheet structures
• Produce charts

Best for

Managers, analysts, marketers and small-business owners.

My view

It can help people who do not remember complex formulas.

Check calculations used for tax, accounting, payroll or financial decisions.

Gemini in Slides

Gemini in Slides can:

• Create a presentation
• Generate a new slide
• Rewrite slide text
• Create images
• Organize source material

Best for

Teachers, students, sales teams and consultants.

Access

Open Google Slides and select Gemini.

Gemini in Drive

Gemini in Drive helps users find and summarize stored material.

It is most useful when the user has many documents.

Best for

• Companies with shared files
• Researchers
• Project managers
• Administrative teams

Gemini in Meet

Gemini in Meet can provide:

• Meeting notes
• Summaries
• Translated captions
• Action items
• Noise reduction
• Recording support

Google lists AI note-taking, translation, noise reduction and recording among its Workspace capabilities.

Best for

Remote teams, sales calls, interviews and project meetings.

My view

Meeting summaries save time.

Participants should still confirm important decisions and responsibilities before the meeting ends.

Gemini in Chat

Gemini in Chat can summarize and translate workplace conversations.

It is useful for teams with busy shared spaces.

Google Workspace Studio

Workspace Studio helps businesses create AI-powered workflows across Google applications.

A workflow might:

• Summarize an incoming email
• Create a task
• update a spreadsheet
• notify a team
• prepare a response
• organize information from several apps

Google presents Workspace Studio as a way to automate everyday work across Workspace.

Best for

Business teams that want automation without building a full custom application.

10. Google Vids

Google Vids is an AI-assisted video creator for workplace use.

It is different from Google Flow.

Google Vids focuses on:

• Training videos
• Sales explanations
• Project updates
• Internal announcements
• Product demonstrations
• Workplace presentations

Google includes AI video creation and editing in eligible Workspace plans.

Is it free?

Access depends on the Google Workspace or Google AI plan.

Some accounts may receive limited access or trial availability.

How to access it

Open Google Vids through an eligible Google Workspace account.

My view

Use Google Vids for business communication.

Use Google Flow when cinematic generation and creative control are more important.

11. Google Flow

Google Flow is Google’s AI creative studio.

It developed from the earlier VideoFX experiment. Google describes it as a product for creating and refining stories.

Flow combines Google models such as:

• Veo
• Gemini Omni
• Nano Banana
• Imagen
• Gemini

Google has also moved capabilities from earlier ImageFX and Whisk experiments into Flow.

What can Flow do?

• Generate video from text
• Animate an image
• Create scenes
• Edit generated video
• Change camera movement
• Create images
• Build visual story elements
• Combine references
• Manage characters, locations and styles

Is Flow free?

Limited access is available with supported Gemini accounts.

Google AI Plus includes monthly Flow credits. Higher plans provide more credits and model access.

Best for

• Filmmakers
• Video creators
• Advertising teams
• Marketing agencies
• Ecommerce brands
• Social-media creators

How to access it

1. Open Google Flow.
2. Sign in.
3. Select an image or video tool.
4. Enter a prompt.
5. Refine the result.

My view

Flow is the main creative workspace beginners need to understand.

You do not normally open a separate Veo application. You access Veo and other models through Flow, Gemini or a developer platform.

12. Veo 3.1

Veo 3.1 is Google DeepMind’s video-generation model.

It is not the same thing as Google Flow.

Flow is the tool. Veo is one of the models that produces the video.

Veo 3.1 can generate video from text or images. It also supports audio and provides stronger control over storytelling and visual consistency than earlier versions. Google says Veo 3.1 improved audio, realism, prompt adherence and image-to-video quality.

Best uses

• Advertising concepts
• Product demonstrations
• Short social videos
• Film previsualization
• Storyboards
• Creative experiments
• Video applications built by developers

Is it free?

Access depends on where you use it.

Consumers may receive limited generations through Gemini or Flow.

Developers pay usage-based fees through the Gemini API or Google Cloud.

How to access Veo

For most users:

1. Open Gemini or Google Flow.
2. Choose video generation.
3. Describe the scene.
4. Upload a reference image if needed.
5. Review and refine the result.

Developers can use Veo through Google AI Studio, the Gemini API or Vertex AI.

My view

Veo can create convincing video quickly.

Businesses must check product accuracy, brand consistency, copyright risk and whether generated footage could mislead customers.

13. Gemini Omni

Gemini Omni is Google’s multimodal generation model.

“Multimodal” means it can work with more than one type of input.

It can combine:

• Text
• Images
• Existing video
• Voice references
• Other supported media

Google launched Omni with video output first. It combines Gemini’s reasoning with generative-media capabilities.

What makes Omni different from Veo?

Veo is a dedicated video-generation family.

Gemini Omni places more emphasis on understanding mixed inputs and editing through conversation.

You might ask it to:

• Change the background of a clip
• Apply a cinematic zoom
• Turn a reference image into a video
• Combine several visual references
• Edit an existing video through instructions

Google says Gemini Omni Flash is available through the Gemini app and Google Flow for Google AI Plus, Pro and Ultra subscribers. It is also used in selected YouTube creation features.

Best for

• Conversational video editing
• Marketing content
• Transforming existing media
• Combining reference materials
• Creators who want fewer technical controls

My view

Omni may be easier for ordinary users because the editing process feels more like a conversation.

Veo remains important when dedicated video generation and detailed scene control are required.

14. Nano Banana

Nano Banana is the informal product name Google uses for its Gemini image-generation and editing family.

It can:

• Generate images
• Edit existing images
• Combine visual references
• Maintain a subject across edits
• Add or remove objects
• Change backgrounds
• Create marketing concepts

Google currently includes image generation and editing in Gemini and provides access to Nano Banana capabilities through Flow.

Free or paid?

Gemini users receive free image-generation access with limits.

Paid plans provide higher usage and access to more capable versions.

Best for

• General users
• Social-media teams
• Ecommerce businesses
• Designers
• Marketers
• People editing existing images

How to access

Open Gemini or Google Flow and describe the image you want.

15. Imagen

Imagen is Google DeepMind’s dedicated image-generation model family.

It focuses on:

• Photorealism
• Fine visual detail
• Text rendering
• Advertising images
• Artistic styles
• Image generation through developer products

Imagen models can be accessed through supported Google consumer and developer tools.

Developers should check the current model list because Google regularly retires older endpoints. Google has already announced deprecations affecting some Imagen 4 developer models in August 2026.

Best for

• Professional image creation
• Advertising concepts
• Design applications
• Developers building image tools
• Businesses needing API access

Access

Ordinary users may encounter Imagen capabilities inside Gemini or Flow.

Developers can use supported image models through Google AI Studio, the Gemini API or Vertex AI.

16. Google Flow Music and Lyria

Google Flow Music is Google’s AI music studio.

It developed from the earlier ProducerAI experiment. Google describes it as a tool for creating original songs and music videos with an AI producer.

Lyria is Google DeepMind’s underlying music-generation model family.

What can Flow Music do?

• Generate songs
• Develop musical ideas
• Help with lyrics
• Create melodies
• Produce vocals
• Create music videos
• Revise a musical concept

Is it free?

Access depends on the account, location and Google AI plan.

Usage may be controlled through credits.

Best for

• Musicians
• Video creators
• Advertising teams
• Social-media creators
• People experimenting with original music

How to access

Open Google Flow Music and sign in with an eligible account.

My view

Flow Music is useful for exploration.

Businesses should check licensing, commercial-use terms and platform rules before using generated music in paid advertising or published media.

17. What Is Google Labs?

Google Labs is not one AI tool.

It is Google’s home for early AI experiments.

Users can test new ideas before they become normal Google products.

Google says Labs experiments are designed to gather feedback and help shape future technology.

Some earlier Labs experiments became larger products:

• Bard became Gemini.
• VideoFX became Google Flow.
• Project Tailwind developed into Gemini Notebook.
• MakerSuite became Google AI Studio.
• ProducerAI became Google Flow Music.

What beginners should understand

A Google Labs experiment may:

• Be available only in certain countries
• Require a waiting list
• Change its name
• Lose features
• Move into another Google product
• Become paid
• Be discontinued

My advice is to use Labs for experimentation.

Do not build a critical business process around an experimental tool without a backup plan.

18. Pomelli

Pomelli is an experimental Google marketing tool.

Its purpose is to help businesses create content that follows an existing brand.

It may help generate:

• Social posts
• Advertising concepts
• Campaign visuals
• Marketing variations
• Brand-aligned content

Cost

Experimental Google Labs access.

Google may change access and limits.

Best for

• Small businesses
• Ecommerce stores
• Marketing teams
• Founders without a large design department

How to access

Open Google Labs and select Pomelli where available.

My view

Pomelli could be useful for small businesses that struggle to maintain a consistent brand.

The important test is not how much content it creates. The test is whether that content remains accurate, recognizable and useful.

19. Stitch

Stitch helps users design website and app interfaces from natural-language instructions.

You can describe a screen or product idea and generate a visual interface.

Best for

• App founders
• Product managers
• Designers
• Developers
• People preparing prototypes

Cost

Experimental access through Google Labs.

How to access

Open Stitch through Google Labs and sign in.

My view

Stitch is useful for explaining an idea.

It does not replace accessibility testing, user research or professional product design.

20. Mixboard

Mixboard is an AI-powered visual concept board.

It helps users explore and organize creative ideas.

Best for

• Designers
• Marketers
• Event planners
• Creative teams
• Product teams

Cost

Experimental access.

How to access

Open Mixboard through Google Labs.

21. Opal

Opal allows users to build small AI applications without writing conventional code.

The user describes the workflow. Opal helps turn it into a small shareable application.

Examples

• A content idea generator
• A customer-question organizer
• A research assistant
• A product-description workflow
• A learning tool
• A simple internal business assistant

Cost

Experimental access through Google Labs.

Best for

• Beginners
• Teachers
• Marketers
• Small-business owners
• Nontechnical employees

My view

Opal is a better starting point than Vertex AI for a nontechnical person who wants to build a small AI workflow.

Complex, public or sensitive applications still need technical review.

22. Project Genie

Project Genie is an experimental world-generation system.

It allows users to create and explore interactive environments.

Best for

• Game creators
• Researchers
• Simulation teams
• Advanced creative users

Cost

Access is restricted and may require a premium Google AI plan.

My view

Project Genie is not a normal productivity tool.

Most beginners do not need it unless they are specifically interested in games, simulations or interactive world creation.

23. Learn Your Way

Learn Your Way transforms educational content into an interactive learning experience.

Google describes it as a tool that adapts content to the learner.

Best for

• Students
• Teachers
• Tutors
• Workplace training teams

Cost

Experimental access.

How to access

Open Learn Your Way through Google Labs.

24. Google AI Studio

Google AI Studio is a browser-based development tool.

It allows users to test Google AI models and build prototypes.

Google describes AI Studio as a platform for building applications and websites.

What can it do?

• Test prompts
• Compare models
• Upload text, images, audio and video
• Generate code
• Create an API key
• Test structured outputs
• Prototype an AI application
• Experiment with image and video models

Is it free?

Google AI Studio is free to start.

The Gemini API also provides free tiers for supported models. Larger or production usage creates charges.

Best for

• Developers
• Students learning AI development
• Technical founders
• Product teams
• People testing an AI feature

How to access

1. Open Google AI Studio.
2. Sign in.
3. Select a model.
4. Test a prompt.
5. Create an API key if building software.

My view

Google AI Studio is the easiest Google development platform for beginners.

It is still more technical than the Gemini app.

25. Gemini API

An application programming interface, or API, allows one software system to communicate with another.

The Gemini API lets a website or application use Google’s AI models.

A developer might use it to build:

• A customer-support assistant
• A document analyzer
• A research tool
• An image application
• A video generator
• A voice assistant
• A coding tool

Is it free?

The Gemini API has free and paid tiers.

The exact price depends on the selected model, input, output and optional services. Google publishes separate charges for text, image, audio and video models.

Best for

Software developers and companies building AI into their own products.

How to access

Create an API key through Google AI Studio.

My view

A normal user does not need an API to use Gemini.

Use the API only when Gemini must work inside your own software or automated process.

26. Vertex AI

Vertex AI is Google Cloud’s enterprise AI platform.

It helps companies:

• Build AI applications
• Customize models
• Deploy models
• Manage access
• Monitor performance
• Evaluate outputs
• Connect AI to company data
• Apply enterprise security controls

Is it free?

Vertex AI is mainly paid and usage-based.

New Google Cloud accounts may receive trial credits.

Best for

• Larger businesses
• Software companies
• Regulated organizations
• Data-science teams
• Companies operating production AI systems

How to access

Create a Google Cloud account and enable Vertex AI.

My view

Vertex AI is not a more advanced chatbot for ordinary users.

It is infrastructure for businesses that need to build and operate AI systems securely.

27. Gemini Code Assist

Gemini Code Assist is Google’s AI assistant for programmers.

It can:

• Complete code
• Generate code
• Explain code
• Find errors
• Write tests
• Suggest improvements
• Assist with Google Cloud development

Free or paid?

Google offers a free individual option.

Paid Standard and Enterprise editions are available for organizations.

Best for

• Software developers
• Students learning programming
• Technical teams
• Cloud developers

How to access

Install Gemini Code Assist in a supported code editor.

My view

Code Assist can reduce routine coding work.

Developers remain responsible for security, testing, licensing and architecture.

28. Jules

Jules is a coding agent.

A normal coding assistant suggests code while the developer works.

Jules can be assigned a task and work on it separately.

Tasks may include:

• Fixing a bug
• Adding a feature
• Writing tests
• Updating documentation
• Modifying a repository

Free or paid?

Limited access may be available.

Paid Google AI plans can provide higher task and concurrency limits.

Best for

Developers working with supported code repositories.

How to access

Open Jules, connect a repository and assign a task.

My view

Jules can complete more work independently than a simple coding assistant.

That makes human code review more important.

29. Google Antigravity

Google Antigravity is an agentic software-development platform.

It is designed for developers who want AI agents to perform larger coding tasks.

Google includes different Antigravity access levels within its Google AI plans.

Best for

• Advanced developers
• Technical founders
• Teams experimenting with agent-based development

Free or paid?

Limited access and higher paid limits.

How to access

Open Google Antigravity with an eligible Google account.

30. Stax

Stax is an AI evaluation toolkit.

It helps teams test:

• Prompts
• Models
• Output quality
• Failure rates
• AI application performance

Best for

• AI product teams
• Developers
• Quality-assurance teams
• Businesses comparing models

Cost

Experimental access.

My view

Evaluation tools receive less attention than image and video generators.

They may be more important for a serious business. A company should know how often its AI system fails before giving it to customers.

31. Firebase Studio

Firebase Studio was a browser-based development environment with Gemini assistance.

Google has started retiring the product.

New user signup and new workspace creation have been disabled. Existing users are being directed to alternatives such as Google AI Studio and Google Antigravity.

Best for

Existing users who need to move current work.

My view

I would not begin a new project in Firebase Studio.

Use Google AI Studio or another currently supported development product.

32. Google Research AI Tools

Google Labs and Google Research also provide specialized tools for science and education.

These are not normal consumer applications.

Literature Insights

Literature Insights helps find, organize and compare scientific research.

Best for: Academics, postgraduate students and research teams.

Hypothesis Generation

This experiment uses AI to identify research gaps and propose possible hypotheses.

Best for: Scientific researchers.

A generated hypothesis is not evidence. It is an idea that requires testing.

Computational Discovery

Computational Discovery explores and scores code-based research ideas.

Best for: Technical researchers and machine-learning teams.

Vantage

Vantage uses simulated AI teamwork to help people practice collaboration, creativity and critical thinking. Google lists it as an experimental skills-development product.

Best for: Students, teachers and employers.

AI Edge Eloquent

AI Edge Eloquent turns rough spoken language into clearer written text.

Best for: Speakers, writers and users who find speaking easier than typing.

Which Google AI Tool Should You Use?

What you want to do	Start with
Ask questions or write content	Gemini
Research your own documents	Gemini Notebook
Speak with an AI assistant	Gemini Live
Research the web	Deep Research or AI Mode
Write and summarize emails	Gemini in Gmail
Work on documents	Gemini in Docs
Analyze a spreadsheet	Gemini in Sheets
Create a presentation	Gemini in Slides
Make a workplace video	Google Vids
Generate creative video	Google Flow
Use Google’s video model	Veo through Gemini or Flow
Edit video through conversation	Gemini Omni
Generate or edit images	Nano Banana through Gemini
Create advanced images through an API	Imagen
Generate music	Google Flow Music
Create marketing content	Pomelli
Design an app interface	Stitch
Build a small no-code AI app	Opal
Test AI models	Google AI Studio
Add AI to software	Gemini API
Build an enterprise AI system	Vertex AI
Get coding assistance	Gemini Code Assist
Delegate a coding task	Jules
Test an AI product	Stax

My Recommended Learning Order

I would learn Google AI tools in this order:

1. Gemini for general questions and writing.
2. Gemini Notebook for research based on selected sources.
3. Gemini in Gmail, Docs or Sheets for everyday work.
4. Google Flow if you need image or video creation.
5. Google AI Studio if you want to build an application.
6. Vertex AI only when a business needs enterprise deployment and control.

Do not start with the most technical product.

Vertex AI is not a better version of Gemini for normal conversations. The Gemini API is not necessary for writing an email. Google AI Studio is not required for summarizing a document.

Which Google AI Tools Are Free?

The following products provide free access or a free starting point:

• Gemini
• Gemini Notebook
• Gemini Live
• Deep Research with limits
• Canvas
• Gems
• AI Mode
• AI Overviews
• Google Lens
• Google AI Studio
• Gemini API free tiers
• Gemini Code Assist for individuals
• Limited Google Flow access
• Selected Google Labs experiments
• Limited Jules access

Free does not always mean unlimited.

Google may apply:

• Daily limits
• Monthly limits
• Model restrictions
• Country restrictions
• Age requirements
• Waiting lists
• Lower priority during busy periods

Google AI Paid Plans

Google’s consumer AI plans include:

• Free
• Google AI Plus
• Google AI Pro
• Google AI Ultra

Paid plans can include:

• Higher Gemini usage
• More advanced models
• More Deep Research
• Higher Gemini Notebook limits
• More Flow credits
• Gemini Omni access
• More Jules tasks
• Antigravity access
• Additional cloud storage
• Gemini features in Google applications

Google listed the free Gemini plan at $0 and Google AI Plus at $4.99 per month in the United States when this guide was checked. Prices and promotions vary by country.

Privacy and Accuracy

Do not upload sensitive information until you understand the product’s data terms.

Consumer Gemini, Google Workspace, AI Studio, the Gemini API and Vertex AI may have different privacy rules.

Google states that organizational content used within eligible Google Workspace services is not used to train Gemini models or target advertising. Gemini only retrieves Workspace information the user already has permission to access.

Free developer tiers may have different terms from paid enterprise services.

Always check the terms for the exact account and product.

You should also review important AI outputs.

Pay particular attention to:

• Prices
• Dates
• Legal claims
• Medical information
• Financial calculations
• Product specifications
• Quotations
• Customer promises
• Business forecasts

Frequently Asked Questions

What is Google’s main AI tool?

Gemini is Google’s main general-purpose AI assistant.

It can answer questions, generate text and images, analyze files, conduct research and connect with Google services.

Is Google Bard still available?

No.

Bard became Google Gemini.

Is NotebookLM still available?

The research product remains available through the NotebookLM web address, but Google increasingly refers to it as Gemini Notebook.

What is the difference between Gemini and Gemini Notebook?

Gemini is a general AI assistant.

Gemini Notebook focuses on sources selected by the user.

Use Gemini for open-ended tasks. Use Gemini Notebook when the answer must come from particular documents.

What is Google Labs?

Google Labs is a collection of experimental products.

It is not one AI tool.

Is Veo 3.1 a separate application?

No.

Veo 3.1 is a video-generation model. Most people use it through Gemini or Google Flow.

What is the difference between Veo and Google Flow?

Veo generates video.

Google Flow is the creative workspace where users can access Veo and other Google models.

What is Gemini Omni?

Gemini Omni is a multimodal generation model.

It can create and edit video using combinations of text, images, video and supported audio references.

What is Nano Banana?

Nano Banana is Google’s Gemini-based image-generation and editing family.

Most people use it through Gemini or Google Flow.

What is the difference between Nano Banana and Imagen?

Nano Banana is closely integrated with Gemini and conversational image editing.

Imagen is Google DeepMind’s dedicated image-model family, especially relevant to professional and developer use.

Which Google AI tool creates music?

Google Flow Music is the user-facing music studio.

Lyria is Google DeepMind’s music-generation model family.

What is the difference between Google AI Studio and Vertex AI?

Google AI Studio is easier for testing models and building prototypes.

Vertex AI is an enterprise platform for deploying, securing and managing AI systems.

Can I use Google AI tools for free?

Yes.

Gemini, Gemini Notebook, AI Mode, Google Lens, Google AI Studio and several other products provide free access or free tiers.

Limits apply.

Which Google AI tool is best for students?

Gemini Notebook is especially useful for studying from selected source material.

Gemini can also explain topics, create quizzes and help with writing.

Which Google AI tool is best for a small business?

Start with Gemini and Gemini inside Google Workspace.

Use Pomelli for experimental marketing work, Google Vids for workplace videos and Flow for creative media.

Which Google AI tool can build an app?

Beginners can try Opal.

Developers can use Google AI Studio, the Gemini API, Gemini Code Assist, Jules, Antigravity or Vertex AI.

Final Verdict

Google’s AI portfolio looks complicated because it serves consumers, students, businesses, creators, developers and researchers.

Most people only need three starting points:

• Gemini for everyday AI assistance
• Gemini Notebook for source-based research
• Gemini inside Google Workspace for email, documents, spreadsheets and meetings

Creative users should explore Google Flow, Veo, Gemini Omni, Nano Banana and Google Flow Music.

Developers should begin with Google AI Studio and the Gemini API. Vertex AI is more suitable for companies that need enterprise controls and production infrastructure.

My view is that Gemini is the easiest place to start. Gemini Notebook is the most useful specialist tool for research. Google Flow is the main creative workspace beginners need to understand.

Do not choose a Google AI product because it has the most advanced name.

Choose it because its purpose matches the work you need to complete.