# Query.AI Query vs Scumblr: side-by-side comparison (2026)

[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). [Scumblr](https://cybersectools.com/tools/scumblr) is a free [threat hunting](https://cybersectools.com/categories/threat-hunting) solution. Features, integrations, deployment and the company behind each one, side by side.

## Side-by-side comparison

| | Query.AI Query | Scumblr |
|---|---|---|
| Pricing model | Commercial | Free |
| Category | Threat Hunting | Threat Hunting |
| Verified | No | No |
| Deployment type | Cloud | Cloud |
| Company size fit | SMB, Mid-Market, Enterprise | SMB, Mid-Market, Enterprise |
| GitHub stars | – | 2,645 |
| Last commit | – | Feb 2019 |
| Company | Query.AI | – |
| Headquarters | – | – |

### Use cases and capabilities

| | Query.AI Query | Scumblr |
|---|---|---|
| Log Management | Yes | – |
| Search | Yes | – |
| DNS Security | – | Yes |

### Core features

**Query.AI Query**

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

**Scumblr**

No features listed.

### Integrations

**Query.AI Query**

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

**Scumblr**

No integrations listed.

## Which one fits you

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

- [Scumblr](https://cybersectools.com/tools/scumblr) fits if you need a free product and you want an open-source product.

## Query.AI Query vs Scumblr FAQ

Common questions when comparing Query.AI Query vs Scumblr for threat hunting.

### What is the difference between Query.AI Query and Scumblr?

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

**Scumblr**: Scumblr is a web-based security automation platform that performs periodic data source synchronization and security analysis to help organizations proactively identify and track security issues.

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

### Who makes Query.AI Query and Scumblr?

**Query.AI Query** is made by Query.AI. **Scumblr** is open-source with 2,645 GitHub stars. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.

### Is Query.AI Query a good alternative to Scumblr?

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

## Related comparisons

- [Query.AI Query vs Elastic Search AI Platform](https://cybersectools.com/compare/elastic-search-ai-platform-vs-queryai-query)
- [Query.AI Query vs Turngate](https://cybersectools.com/compare/queryai-query-vs-turngate)
- [Query.AI Query vs SOFTwarfare QuantaSeek](https://cybersectools.com/compare/queryai-query-vs-softwarfare-quantaseek)
- [Scumblr vs Elastic Search AI Platform](https://cybersectools.com/compare/elastic-search-ai-platform-vs-scumblr)
- [Scumblr vs Turngate](https://cybersectools.com/compare/scumblr-vs-turngate)
- [Scumblr vs SOFTwarfare QuantaSeek](https://cybersectools.com/compare/scumblr-vs-softwarfare-quantaseek)

## Alternatives to each

- [See all Query.AI Query alternatives](https://cybersectools.com/alternatives/queryai-query)
- [See all Scumblr alternatives](https://cybersectools.com/alternatives/scumblr)

---

Source: https://cybersectools.com/compare/queryai-query-vs-scumblr

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

More on Query.AI Query and Scumblr: 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