# Defender Lens vs Query.AI Federated Detections: side-by-side comparison (2026)

[Defender Lens](https://cybersectools.com/tools/defender-lens) is a commercial [detection engineering](https://cybersectools.com/categories/detection-engineering) solution by [DefenderLens](https://cybersectools.com/companies/defenderlens). [Query.AI Federated Detections](https://cybersectools.com/tools/queryai-federated-detections) is a commercial [detection engineering](https://cybersectools.com/categories/detection-engineering) 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

| | Defender Lens | Query.AI Federated Detections |
|---|---|---|
| Pricing model | Commercial | Commercial |
| Category | Detection Engineering | Detection Engineering |
| Verified | No | No |
| Deployment type | Cloud | Cloud |
| Company size fit | Mid-Market, Enterprise | Mid-Market, Enterprise |
| Company | DefenderLens | Query.AI |
| Headquarters | – | – |

### Use cases and capabilities

| | Defender Lens | Query.AI Federated Detections |
|---|---|---|
| Detection Rules | Yes | Yes |
| Rule Management | Yes | – |
| Attack Detection | Yes | – |
| Rule Generation | Yes | – |
| Rule Writing | Yes | – |
| Rules | Yes | – |
| Threat Research | Yes | – |
| Anomaly Detection | Yes | – |
| Rule Engine | Yes | – |
| Alerting | Yes | – |
| Sigma | – | Yes |

### Core features

**Defender Lens**

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

**Query.AI Federated Detections**

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

### Integrations

**Defender Lens**

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

**Query.AI Federated Detections**

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

## Defender Lens vs Query.AI Federated Detections FAQ

Common questions when comparing Defender Lens vs Query.AI Federated Detections for detection engineering.

### What is the difference between Defender Lens and Query.AI Federated Detections?

**Defender Lens**: Turn Any Threat into a Detection Rule. Built by DefenderLens.

**Query.AI Federated Detections**: Runs security detections across distributed data sources without SIEM ingestion. Built by Query.AI.

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

### Who makes Defender Lens and Query.AI Federated Detections?

**Defender Lens** is made by DefenderLens founded in 2025-01-01T00:00:00.000Z. **Query.AI Federated Detections** is made by Query.AI. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.

### Is Defender Lens a good alternative to Query.AI Federated Detections?

Often, yes. Defender Lens and Query.AI Federated Detections are both Detection Engineering products, and both cover Detection Rules. Use the table above to see where features, deployment and company size fit differ.

## Related comparisons

- [Defender Lens vs RuleCheck](https://cybersectools.com/compare/defender-lens-vs-rulecheck)
- [Defender Lens vs Rilevera](https://cybersectools.com/compare/defender-lens-vs-rilevera)
- [Defender Lens vs Spectrum](https://cybersectools.com/compare/defender-lens-vs-spectrum)
- [Query.AI Federated Detections vs RuleCheck](https://cybersectools.com/compare/queryai-federated-detections-vs-rulecheck)
- [Query.AI Federated Detections vs Rilevera](https://cybersectools.com/compare/queryai-federated-detections-vs-rilevera)
- [Query.AI Federated Detections vs Spectrum](https://cybersectools.com/compare/queryai-federated-detections-vs-spectrum)

## Alternatives to each

- [See all Defender Lens alternatives](https://cybersectools.com/alternatives/defender-lens)
- [See all Query.AI Federated Detections alternatives](https://cybersectools.com/alternatives/queryai-federated-detections)

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Source: https://cybersectools.com/compare/defender-lens-vs-queryai-federated-detections

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

More on Defender Lens and Query.AI Federated Detections: 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