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Factory vs Gemini Notebook

Features, pricing, ratings, and pros and cons, side by side.

Factory logo

Factory

Agent-native software development platform where Droids handle full engineering tasks end to end

Paid
Visit websiteView details
Gemini Notebook logo

Gemini Notebook

Google's Gemini Notebook, formerly NotebookLM, answers questions and builds summaries from your own sources

Freemium
Visit websiteView details

Verdict

Factory is listed under Coding AI and Gemini Notebook under AI Assistants. Gemini Notebook scores higher in FinderAtlas's editorial review (8.7 vs 8.2 out of 10), led by value for money. Only Gemini Notebook has a free plan or trial. Only Factory is available on Windows, macOS and Linux and offers an API. Only Gemini Notebook is available on iOS and Android.

Best overall

Gemini Notebook

  • Students
  • Researchers
  • Educators
  • Analysts

Choose Factory if

  • You want a tool built for delegating backlog tickets, automated pull request review, test generation, incident investigation and long-running refactors or migrations.
  • Covers the full delivery loop: implementation, review, testing, incident response and documentation.
  • Model independence, with a router and bring-your-own-key support for custom models.

Choose Gemini Notebook if

  • You want a tool built for summarizing and questioning your own documents.
  • Answers cite the uploaded sources, so claims can be checked against the original text.
  • Free Standard tier with 100 notebooks and 50 sources per notebook.
Best value
Gemini Notebook
Best for beginners
Factory
Best for business
Factory

Features

18 features compared.

  • Droids
    Factory
    Available
    Gemini Notebook
    Not available
  • Droid CLI
    Factory
    Available
    Gemini Notebook
    Not available
  • Missions
    Factory
    Available
    Gemini Notebook
    Not available
  • Automations
    Factory
    Available
    Gemini Notebook
    Not available
  • Droid Computers
    Factory
    Available
    Gemini Notebook
    Not available
  • Model Independence
    Factory
    Available
    Gemini Notebook
    Not available
  • Human Approval Checkpoints
    Factory
    Available
    Gemini Notebook
    Not available
  • Analytics
    Factory
    Available
    Gemini Notebook
    Not available
  • Public API
    Factory
    Available
    Gemini Notebook
    Limited
  • Source-grounded chat
    Factory
    Not available
    Gemini Notebook
    Available
  • Audio Overviews
    Factory
    Not available
    Gemini Notebook
    Available
  • Video Overviews
    Factory
    Not available
    Gemini Notebook
    Available
  • Study tools
    Factory
    Not available
    Gemini Notebook
    Available
  • Reports, slide decks and infographics
    Factory
    Not available
    Gemini Notebook
    Available
  • Multiple source types
    Factory
    Not available
    Gemini Notebook
    Available
  • Cloud computer
    Factory
    Not available
    Gemini Notebook
    Available
  • Gemini app sync
    Factory
    Not available
    Gemini Notebook
    Available
  • Sharing and public notebooks
    Factory
    Not available
    Gemini Notebook
    Available

Limited means partial support or a paid add-on.

Pricing

Plans as listed by each vendor. Check their sites for current prices.

  • Pricing model
    Factory
    Paid
    Gemini Notebook
    Freemium
  • Free plan
    Factory
    No
    Gemini Notebook
    Yes
  • Starting price
    Factory
    $20
    Gemini Notebook
    $0
  • Plans
    Factory
    6 plans
    Gemini Notebook
    5 plans

Factory plans

  • Pro

    $20/month

    Individual developers

    • Desktop
    • CLI and SDK access
    • cloud and local background agents
    • billing and usage stats
    • agent-readiness dashboard

  • Plus

    $100/month

    Heavier individual usage

    • Everything in Pro
    • rolling rate limits about 5x Pro
    • Droid Computers

  • Max

    $200/month

    Highest individual usage

    • Everything in Plus
    • rolling rate limits about 10x Pro
    • early access to new features

  • Teams

    $40/user/mo

    Small teams of up to 10 seats

    • Everything in Pro for the whole team
    • centralized billing
    • plus a $60/month base fee per team

  • Business

    Custom/contact sales

    Organizations needing security and admin controls

    • SSO
    • SAML/SCIM provisioning
    • zero data retention
    • audit logging
    • model access controls
    • org-level deny lists
    • network policy

  • Enterprise

    Custom/contact sales

    Large enterprises

    • Everything in Business
    • unlimited team members
    • dedicated compute
    • on-premise options
    • sub-organizations
    • data residency
    • SLAs

Gemini Notebook plans

  • Standard

    $0

    Free with a Google Account

    • 100 notebooks
    • 50 sources per notebook
    • Audio Overviews
    • Chat with citations

  • Plus

    $4.99/month

    Through the Google AI Plus subscription

    • 200 notebooks
    • 100 sources per notebook
    • Early access to features
    • 2x higher usage than Free

  • Pro

    Most popular

    $19.99/month

    Through the Google AI Pro subscription

    • 500 notebooks
    • 300 sources per notebook
    • Higher Gemini model access
    • Priority access to new features
    • Watermark removal
    • 4x higher usage than Free

  • Ultra 5x

    $99.99/month

    Through the Google AI Ultra subscription

    • 500 notebooks
    • 500 sources per notebook
    • Highest Gemini model access
    • 5x higher usage limits than AI Pro
    • Cloud computer for code execution

  • Ultra 20x

    $199.99/month

    Through the Google AI Ultra subscription at the higher tier

    • 500 notebooks
    • 600 sources per notebook
    • Highest Gemini model access
    • 20x higher usage limits than AI Pro
    • Cloud computer for code execution

Our ratings

Scored out of 10 by the Finder Atlas editorial team. Last reviewed November 2026.

Factory
8.2overall
Gemini Notebook
8.7overall

Factory leads in 0 categories and Gemini Notebook in 1.

  • Ease of Use

    Factory
    7.8
    Gemini Notebook
    Not rated

  • Feature Depth

    Factory
    9.0
    Gemini Notebook
    Not rated

  • Value for Money

    Gemini Notebook leads by 1.0
    Factory
    7.5
    Gemini Notebook
    8.5

  • Performance & Speed

    Factory
    8.2
    Gemini Notebook
    Not rated

  • Documentation & Support

    Factory
    8.3
    Gemini Notebook
    Not rated

  • Grounded Citation Fidelity

    Factory
    Not rated
    Gemini Notebook
    8.8

  • Audio Overview Quality

    Factory
    Not rated
    Gemini Notebook
    8.7

  • Source Handling

    Factory
    Not rated
    Gemini Notebook
    8.6

  • Output Formats

    Factory
    Not rated
    Gemini Notebook
    8.8

Scores weigh documented features, plan value, platform coverage, integrations and user feedback. A missing score means we have not rated that area yet.

Pros and cons

Factory

Pros

  • Covers the full delivery loop: implementation, review, testing, incident response and documentation.
  • Model independence, with a router and bring-your-own-key support for custom models.
  • Available in desktop, CLI, web and several IDEs, so work is not tied to one editor.
  • Enterprise controls including SSO, audit logging, zero data retention and on-premise options.
  • Public API and OpenAPI specification for building on top of the platform.

Cons

  • No free tier or trial is listed; the entry plan is $20 per month.
  • Usage limits are given only as multiples of Pro, so actual capacity is hard to estimate.
  • Business and Enterprise pricing is contact-sales only.
  • Droid Computers are limited to Plus and higher plans.

Gemini Notebook

Pros

  • Answers cite the uploaded sources, so claims can be checked against the original text
  • Free Standard tier with 100 notebooks and 50 sources per notebook
  • Wide range of outputs, including Audio Overviews, Video Overviews, mind maps, flashcards, quizzes and slide decks
  • Accepts PDFs, websites, YouTube videos, audio files, Google Docs and Google Slides
  • Available on web, iOS and Android, and synced with the Gemini app

Cons

  • Works from the sources you add and is not built for live web news search
  • Higher limits require a Google AI subscription; Ultra starts at $99.99 per month
  • The cloud computer for code execution started with Ultra and Workspace AI Ultra Access customers, with Pro rollout still described as upcoming
  • No public API for the consumer product, and the renamed brand can make older guides and app listings confusing

Platforms

  • Web
    Factory
    Supported
    Gemini Notebook
    Supported
  • Windows
    Factory
    Supported
    Gemini Notebook
    Not supported
  • macOS
    Factory
    Supported
    Gemini Notebook
    Not supported
  • iOS
    Factory
    Not supported
    Gemini Notebook
    Supported
  • Android
    Factory
    Not supported
    Gemini Notebook
    Supported
  • API
    Factory
    Supported
    Gemini Notebook
    Not supported
  • Browser Extension
    Factory
    Not supported
    Gemini Notebook
    Not supported
  • Linux
    Factory
    Supported
    Gemini Notebook
    Not supported
  • CLI
    Factory
    Supported
    Gemini Notebook
    Not supported

Integrations

Factory

11 integrations
  • Slack
  • Microsoft Teams
  • Jira
  • Linear
  • GitHub
  • GitLab
  • VS Code
  • Cursor
  • Windsurf
  • JetBrains IDEs
  • Zed

Gemini Notebook

4 integrations
  • Google Docs
  • Google Slides
  • YouTube
  • Gemini app

Company

  • Company
    Factory
    Factory
    Gemini Notebook
    Google LLC
  • Founded
    Factory
    2023
    Gemini Notebook
    1998
  • Headquarters
    Factory
    San Francisco, CA
    Gemini Notebook
    Mountain View, CA
  • Monthly users
    Factory
    Not listed
    Gemini Notebook
    30M+
  • Listing
    Factory
    Claimed
    Gemini Notebook
    Claimed

Frequently asked questions

Is Factory better than Gemini Notebook?

It depends on your workflow. Factory is built for delegating backlog tickets, automated pull request review, test generation, incident investigation and long-running refactors or migrations. Gemini Notebook is built for summarizing and questioning your own documents.

What are the key feature differences between Factory and Gemini Notebook?

Factory: Agent-native software development platform where Droids handle full engineering tasks end to end. Gemini Notebook: Google's Gemini Notebook, formerly NotebookLM, answers questions and builds summaries from your own sources.

Does Factory or Gemini Notebook have a free plan?

Gemini Notebook has a free plan or trial; Factory is paid only.

Which is cheaper, Factory or Gemini Notebook?

Factory starts at $20 and Gemini Notebook starts at $0. See the pricing table above for what each tier includes.