# Query.AI Query vs Stairwell: 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). [Stairwell](https://cybersectools.com/tools/stairwell) is a commercial [threat hunting](https://cybersectools.com/categories/threat-hunting) solution by [Stairwell](https://cybersectools.com/companies/stairwell). Features, integrations, deployment and the company behind each one, side by side.

## Side-by-side comparison

| | Query.AI Query | Stairwell |
|---|---|---|
| Pricing model | Commercial | Commercial |
| Category | Threat Hunting | Threat Hunting |
| Verified | No | No |
| Deployment type | Cloud | Cloud |
| Company size fit | SMB, Mid-Market, Enterprise | Mid-Market, Enterprise |
| Company | Query.AI | Stairwell |
| Headquarters | – | – |

### Use cases and capabilities

| | Query.AI Query | Stairwell |
|---|---|---|
| Log Management | Yes | – |
| Search | Yes | – |
| IOC | – | Yes |
| YARA | – | Yes |
| Cyber Threat Intelligence | – | Yes |

### Core features

**Query.AI Query**

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

**Stairwell**

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

### Integrations

**Query.AI Query**

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

**Stairwell**

9 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.

- [Query.AI Query](https://cybersectools.com/tools/queryai-query) fits if you are a small business.

## Query.AI Query vs Stairwell FAQ

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

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

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

**Stairwell**: File analysis & threat intel search engine for SOC and IR teams. Built by Stairwell.

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

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

**Query.AI Query** is made by Query.AI. **Stairwell** is made by Stairwell. 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 Stairwell?

Often, yes. Query.AI Query and Stairwell are both Threat Hunting products. 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 TruKno](https://cybersectools.com/compare/queryai-query-vs-trukno)
- [Query.AI Query vs Managed Agentic Threat Hunting](https://cybersectools.com/compare/managed-agentic-threat-hunting-vs-queryai-query)
- [Stairwell vs Elastic Search AI Platform](https://cybersectools.com/compare/elastic-search-ai-platform-vs-stairwell)
- [Stairwell vs TruKno](https://cybersectools.com/compare/stairwell-vs-trukno)
- [Stairwell vs Managed Agentic Threat Hunting](https://cybersectools.com/compare/managed-agentic-threat-hunting-vs-stairwell)

## Alternatives to each

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

---

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

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 Stairwell: 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