# CrewAI vs Gemini Notebook

> CrewAI: Open-source multi-agent framework and enterprise platform for building and running AI agent workflows
> Gemini Notebook: Google's Gemini Notebook, formerly NotebookLM, answers questions and builds summaries from your own sources

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

## Verdict

CrewAI is listed under Developer Tools and Gemini Notebook under AI Assistants. Gemini Notebook scores higher in FinderAtlas's editorial review (8.7 vs 7.9 out of 10), led by value for money. Both have a free plan or trial. Only CrewAI is available on CLI and offers an API. Only Gemini Notebook is available on iOS and Android.

### Choose CrewAI if

- You want a tool built for building multi-agent workflows in Python and moving them to a managed, governed runtime.
- MIT-licensed core framework with a large open-source community (about 59,900 GitHub stars).
- Separates agent collaboration (Crews) from deterministic workflow control (Flows).

### 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

| | CrewAI | Gemini Notebook |
| --- | --- | --- |
| Pricing model | Freemium | Freemium |
| Free plan or trial | Yes | Yes |
| Starting price | $0 | $0 |

## Features

| Feature | CrewAI | Gemini Notebook |
| --- | --- | --- |
| Crews | Yes | Not listed |
| Flows | Yes | Not listed |
| Crew Studio | Yes | Not listed |
| Flexible Tools | Yes | Not listed |
| Managed Deployment | Yes | Not listed |
| Observability | Yes | Not listed |
| Guardrails and Scheduling | Yes | Not listed |
| Enterprise Governance | Yes | Not listed |
| REST API Access | 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 | CrewAI | Gemini Notebook |
| --- | --- | --- |
| Web | Yes | Yes |
| Windows | No | No |
| macOS | No | No |
| iOS | No | Yes |
| Android | No | Yes |
| API | Yes | No |
| Browser Extension | No | No |
| CLI | Yes | No |

## CrewAI strengths

- MIT-licensed core framework with a large open-source community (about 59,900 GitHub stars).
- Separates agent collaboration (Crews) from deterministic workflow control (Flows).
- Free AMP tier includes a visual editor and 50 workflow executions per month.
- Enterprise options include SSO, RBAC, PII redaction and private VPC deployment.
- Built-in tracing, guardrails and scheduling on the platform.

## CrewAI limitations

- Paid pricing is not published; only a free tier and contact-sales Enterprise are shown.
- Free tier is limited to 50 workflow executions per month.
- Code-first Python framework, so it needs developer skills outside Crew Studio.

## 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 CrewAI better than Gemini Notebook?**

It depends on your workflow. CrewAI is built for building multi-agent workflows in Python and moving them to a managed, governed runtime. Gemini Notebook is built for summarizing and questioning your own documents.

**What are the key feature differences between CrewAI and Gemini Notebook?**

CrewAI: Open-source multi-agent framework and enterprise platform for building and running AI agent workflows. Gemini Notebook: Google's Gemini Notebook, formerly NotebookLM, answers questions and builds summaries from your own sources.

**Does CrewAI or Gemini Notebook have a free plan?**

Yes, both do. CrewAI is freemium and Gemini Notebook is freemium, and each has a free plan or trial.

**Which is cheaper, CrewAI or Gemini Notebook?**

Both can be used for free. Paid plans differ in limits and features, so compare the tiers in the pricing table above.