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

[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). [Spectrum](https://cybersectools.com/tools/spectrum) is a commercial [detection engineering](https://cybersectools.com/categories/detection-engineering) solution by [Spectrum Security](https://cybersectools.com/companies/spectrum). Features, integrations, deployment and the company behind each one, side by side.

## Side-by-side comparison

| | Query.AI Federated Detections | Spectrum |
|---|---|---|
| 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 | Query.AI | Spectrum Security |
| Headquarters | – | – |

### Use cases and capabilities

| | Query.AI Federated Detections | Spectrum |
|---|---|---|
| Detection Rules | Yes | Yes |
| Sigma | Yes | – |
| Attack Detection | – | Yes |
| Anomaly Detection | – | Yes |
| Threat Analysis | – | Yes |
| Hunting | – | Yes |
| Visibility | – | Yes |
| AI SOC | – | Yes |
| Security Orchestration | – | Yes |
| Alerting | – | Yes |
| Threat Management | – | Yes |

### Core features

**Query.AI Federated Detections**

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

**Spectrum**

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

### Integrations

**Query.AI Federated Detections**

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

**Spectrum**

No integrations listed.

## Query.AI Federated Detections vs Spectrum FAQ

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

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

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

**Spectrum**: Early-access threat detection platform targeting static & manual detection gaps. Built by Spectrum Security.

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

### Who makes Query.AI Federated Detections and Spectrum?

**Query.AI Federated Detections** is made by Query.AI. **Spectrum** is made by Spectrum Security. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.

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

Often, yes. Query.AI Federated Detections and Spectrum 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

- [Query.AI Federated Detections vs Defender Lens](https://cybersectools.com/compare/defender-lens-vs-queryai-federated-detections)
- [Query.AI Federated Detections vs Rilevera](https://cybersectools.com/compare/queryai-federated-detections-vs-rilevera)
- [Query.AI Federated Detections vs Fig Security Operations Resilience](https://cybersectools.com/compare/fig-security-operations-resilience-vs-queryai-federated-detections)
- [Spectrum vs Defender Lens](https://cybersectools.com/compare/defender-lens-vs-spectrum)
- [Spectrum vs Rilevera](https://cybersectools.com/compare/rilevera-vs-spectrum)
- [Spectrum vs Fig Security Operations Resilience](https://cybersectools.com/compare/fig-security-operations-resilience-vs-spectrum)

## Alternatives to each

- [See all Query.AI Federated Detections alternatives](https://cybersectools.com/alternatives/queryai-federated-detections)
- [See all Spectrum alternatives](https://cybersectools.com/alternatives/spectrum)

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

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

More on Query.AI Federated Detections and Spectrum: 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