# Jupyter Notebooks for Threat Hunting vs Query.AI Query: side-by-side comparison (2026)

[Jupyter Notebooks for Threat Hunting](https://cybersectools.com/tools/jupyter-notebooks-for-threat-hunting) is a free [threat hunting](https://cybersectools.com/categories/threat-hunting) solution. [Query.AI Query](https://cybersectools.com/tools/queryai-query) is a commercial [threat hunting](https://cybersectools.com/categories/threat-hunting) solution by [Query.AI](https://cybersectools.com/companies/queryai). Features, integrations, deployment and the company behind each one, side by side.

## Side-by-side comparison

| | Jupyter Notebooks for Threat Hunting | Query.AI Query |
|---|---|---|
| Pricing model | Free | Commercial |
| Category | Threat Hunting | Threat Hunting |
| Verified | No | No |
| Deployment type | On-Premises | Cloud |
| Company size fit | Mid-Market, Enterprise | SMB, Mid-Market, Enterprise |
| Company | – | Query.AI |
| Headquarters | – | – |

### Use cases and capabilities

| | Jupyter Notebooks for Threat Hunting | Query.AI Query |
|---|---|---|
| Blue Team | Yes | – |
| Cyber Threat Intelligence | Yes | – |
| Log Management | – | Yes |
| Search | – | Yes |

### Core features

**Jupyter Notebooks for Threat Hunting**

No features listed.

**Query.AI Query**

8 features listed. Sign in on the page to see them.

### Integrations

**Jupyter Notebooks for Threat Hunting**

No integrations listed.

**Query.AI Query**

8 integrations listed. Sign in on the page to see them.

## Which one fits you

Based on what each listing shows: deployment, company size, price and open source.

- [Jupyter Notebooks for Threat Hunting](https://cybersectools.com/tools/jupyter-notebooks-for-threat-hunting) fits if you need to run it on your own servers and you need a free product.
- [Query.AI Query](https://cybersectools.com/tools/queryai-query) fits if you want a cloud product and you are a small business.

## Jupyter Notebooks for Threat Hunting vs Query.AI Query FAQ

Common questions when comparing Jupyter Notebooks for Threat Hunting vs Query.AI Query for threat hunting.

### What is the difference between Jupyter Notebooks for Threat Hunting and Query.AI Query?

**Jupyter Notebooks for Threat Hunting**: Utilize Jupyter Notebooks to enhance threat hunting capabilities by focusing on different threat categories or stages.

**Query.AI Query**: Federated search platform for querying distributed security data in place. Built by Query.AI.

The table above shows where their features, integrations, deployment and company size fit differ.

### Is Jupyter Notebooks for Threat Hunting a good alternative to Query.AI Query?

Often, yes. Jupyter Notebooks for Threat Hunting and Query.AI Query are both Threat Hunting products. Key differences: Jupyter Notebooks for Threat Hunting is Free while Query.AI Query is Commercial. Use the table above to see where features, deployment and company size fit differ.

## Related comparisons

- [Jupyter Notebooks for Threat Hunting vs Elastic Search AI Platform](https://cybersectools.com/compare/elastic-search-ai-platform-vs-jupyter-notebooks-for-threat-hunting)
- [Jupyter Notebooks for Threat Hunting vs Cyborg Security HUNTER](https://cybersectools.com/compare/cyborg-security-hunter-vs-jupyter-notebooks-for-threat-hunting)
- [Jupyter Notebooks for Threat Hunting vs Akamai Hunt](https://cybersectools.com/compare/akamai-hunt-vs-jupyter-notebooks-for-threat-hunting)
- [Query.AI Query vs Elastic Search AI Platform](https://cybersectools.com/compare/elastic-search-ai-platform-vs-queryai-query)
- [Query.AI Query vs Cyborg Security HUNTER](https://cybersectools.com/compare/cyborg-security-hunter-vs-queryai-query)
- [Query.AI Query vs Akamai Hunt](https://cybersectools.com/compare/akamai-hunt-vs-queryai-query)

## Alternatives to each

- [See all Jupyter Notebooks for Threat Hunting alternatives](https://cybersectools.com/alternatives/jupyter-notebooks-for-threat-hunting)
- [See all Query.AI Query alternatives](https://cybersectools.com/alternatives/queryai-query)

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Source: https://cybersectools.com/compare/jupyter-notebooks-for-threat-hunting-vs-queryai-query

For AI agents: each product above has its own Markdown page (add .md to its URL, for example https://cybersectools.com/tools/jupyter-notebooks-for-threat-hunting.md). Every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md.

More on Jupyter Notebooks for Threat Hunting and Query.AI Query: funding, momentum, hiring and news, plus the full product and company record, are available through the Mandos MCP Server (paid plans), which connects to AI assistants: https://mandos.io/mcp?utm_source=cybersectools.com&utm_medium=compare-md