# Gumloop vs 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

- Gumloop profile: https://finderatlas.com/tools/gumloop
- Gemini Notebook profile: https://finderatlas.com/tools/notebooklm
- Comparison page: https://finderatlas.com/compare/gumloop-vs-notebooklm
- Last reviewed: November 2026

## 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.

### 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.

## Pricing

| | Gumloop | Gemini Notebook |
| --- | --- | --- |
| Pricing model | Free trial | Freemium |
| Free plan or trial | No | Yes |
| Starting price | $37 | $0 |

## Features

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

## Platforms

| Platform | Gumloop | Gemini Notebook |
| --- | --- | --- |
| Web | Yes | Yes |
| Windows | No | No |
| macOS | No | No |
| iOS | No | Yes |
| Android | No | Yes |
| API | Yes | No |
| Browser Extension | No | No |
| Chrome Extension | Yes | No |
| CLI | Yes | No |

## Gumloop strengths

- 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.

## Gumloop limitations

- 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 strengths

- 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

## Gemini Notebook limitations

- 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

## FAQ

**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.