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Gumloop vs Gemini Notebook

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

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

Gumloop is listed under Productivity and Gemini Notebook under AI Assistants. Gemini Notebook scores higher in FinderAtlas's editorial review (8.7 vs 8.0 out of 10), led by value for money. Only Gemini Notebook has a free plan or trial. Only Gumloop is available on Chrome Extension and CLI and offers an API. Only Gemini Notebook is available on iOS and Android.

Best overall

Gemini Notebook

  • Students
  • Researchers
  • Educators
  • Analysts

Choose Gumloop if

  • You want a tool built for lead enrichment, CRM updates, meeting prep, SEO research, support triage, competitor monitoring and scheduled reporting across connected apps.
  • Model-agnostic, with 35+ models and bring-your-own-key support.
  • Unlimited agents, seats and teams on the $37 Pro plan.

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
Gemini Notebook
Best for business
Gumloop

Features

19 features compared.

  • Agents
    Gumloop
    Available
    Gemini Notebook
    Not available
  • Triggers
    Gumloop
    Available
    Gemini Notebook
    Not available
  • Skills
    Gumloop
    Available
    Gemini Notebook
    Not available
  • Artifacts
    Gumloop
    Available
    Gemini Notebook
    Not available
  • Connectors and MCP
    Gumloop
    Available
    Gemini Notebook
    Not available
  • Company Brain
    Gumloop
    Available
    Gemini Notebook
    Not available
  • Model Choice and BYOK
    Gumloop
    Available
    Gemini Notebook
    Not available
  • Enterprise Controls
    Gumloop
    Available
    Gemini Notebook
    Not available
  • Developer Access
    Gumloop
    Available
    Gemini Notebook
    Not available
  • Chrome Extension
    Gumloop
    Available
    Gemini Notebook
    Not available
  • Source-grounded chat
    Gumloop
    Not available
    Gemini Notebook
    Available
  • Audio Overviews
    Gumloop
    Not available
    Gemini Notebook
    Available
  • Video Overviews
    Gumloop
    Not available
    Gemini Notebook
    Available
  • Study tools
    Gumloop
    Not available
    Gemini Notebook
    Available
  • Reports, slide decks and infographics
    Gumloop
    Not available
    Gemini Notebook
    Available
  • Multiple source types
    Gumloop
    Not available
    Gemini Notebook
    Available
  • Cloud computer
    Gumloop
    Not available
    Gemini Notebook
    Available
  • Gemini app sync
    Gumloop
    Not available
    Gemini Notebook
    Available
  • Sharing and public notebooks
    Gumloop
    Not available
    Gemini Notebook
    Available

Pricing

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

  • Pricing model
    Gumloop
    Free trial
    Gemini Notebook
    Freemium
  • Free plan
    Gumloop
    No
    Gemini Notebook
    Yes
  • Starting price
    Gumloop
    $37
    Gemini Notebook
    $0
  • Plans
    Gumloop
    2 plans
    Gemini Notebook
    5 plans

Gumloop plans

  • Pro

    Most popular

    $37/month

    Self-serve plan for teams building agents, with a 14-day free trial

    • Unlimited agents
    • 35+ models
    • 20,000 credits per month
    • unlimited seats and teams
    • Company Brain
    • Gumloop MCP and CLI
    • 5 concurrent workflow runs

  • Enterprise

    Custom/custom

    Governance, security and high-touch support for large organizations

    • Custom credits
    • role-based access control
    • SCIM/SAML
    • audit logs
    • org-wide connector policies
    • optional VPC
    • dedicated Slack support
    • optional embedded expert

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.

Gumloop
8.0overall
Gemini Notebook
8.7overall

Gumloop leads in 0 categories and Gemini Notebook in 1.

  • Ease of Use

    Gumloop
    8.0
    Gemini Notebook
    Not rated

  • Feature Depth

    Gumloop
    8.5
    Gemini Notebook
    Not rated

  • Value for Money

    Gemini Notebook leads by 1.0
    Gumloop
    7.5
    Gemini Notebook
    8.5

  • Performance & Speed

    Gumloop
    7.8
    Gemini Notebook
    Not rated

  • Documentation & Support

    Gumloop
    8.0
    Gemini Notebook
    Not rated

  • Grounded Citation Fidelity

    Gumloop
    Not rated
    Gemini Notebook
    8.8

  • Audio Overview Quality

    Gumloop
    Not rated
    Gemini Notebook
    8.7

  • Source Handling

    Gumloop
    Not rated
    Gemini Notebook
    8.6

  • Output Formats

    Gumloop
    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

Gumloop

Pros

  • Model-agnostic, with 35+ models and bring-your-own-key support.
  • Unlimited agents, seats and teams on the $37 Pro plan.
  • Broad connector coverage, including external and custom MCP servers.
  • Developer surfaces include REST API, MCP server, CLI and SDKs.
  • Admin controls such as audit logs, RBAC, spend insights and optional VPC.

Cons

  • No permanent free plan; access starts with a 14-day trial of Pro.
  • Credit-based billing with an 8% orchestration fee (16% with BYOK) makes monthly cost harder to forecast.
  • Unused credits do not roll over, and agents stop at the 20,000 limit unless pay as you go is enabled.
  • Governance features such as RBAC, SCIM/SAML and audit logs are limited to the Enterprise plan.

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
    Gumloop
    Supported
    Gemini Notebook
    Supported
  • Windows
    Gumloop
    Not supported
    Gemini Notebook
    Not supported
  • macOS
    Gumloop
    Not supported
    Gemini Notebook
    Not supported
  • iOS
    Gumloop
    Not supported
    Gemini Notebook
    Supported
  • Android
    Gumloop
    Not supported
    Gemini Notebook
    Supported
  • API
    Gumloop
    Supported
    Gemini Notebook
    Not supported
  • Browser Extension
    Gumloop
    Not supported
    Gemini Notebook
    Not supported
  • Chrome Extension
    Gumloop
    Supported
    Gemini Notebook
    Not supported
  • CLI
    Gumloop
    Supported
    Gemini Notebook
    Not supported

Integrations

Gumloop

18 integrations
  • Slack
  • Gmail
  • Salesforce
  • HubSpot
  • Notion
  • Linear
  • GitHub
  • Google Sheets
  • Gong
  • Salesloft
  • Jira
  • Zendesk
  • Stripe
  • Shopify
  • QuickBooks
  • Google Analytics
  • Google Search Console
  • Microsoft Teams

Gemini Notebook

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

Company

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

Frequently asked questions

Is Gumloop better than Gemini Notebook?

It depends on your workflow. Gumloop is built for lead enrichment, CRM updates, meeting prep, SEO research, support triage, competitor monitoring and scheduled reporting across connected apps. Gemini Notebook is built for summarizing and questioning your own documents.

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

Gumloop: Build AI agents that work across your company's apps, with IT in control. Gemini Notebook: Google's Gemini Notebook, formerly NotebookLM, answers questions and builds summaries from your own sources.

Does Gumloop or Gemini Notebook have a free plan?

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

Which is cheaper, Gumloop or Gemini Notebook?

Gumloop starts at $37 and Gemini Notebook starts at $0. See the pricing table above for what each tier includes.