# Query.AI Federated Detections vs Rilevera: 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). [Rilevera](https://cybersectools.com/tools/rilevera) is a commercial [detection engineering](https://cybersectools.com/categories/detection-engineering) solution by [Rilevera](https://cybersectools.com/companies/rilevera). Features, integrations, deployment and the company behind each one, side by side.

## Side-by-side comparison

| | Query.AI Federated Detections | Rilevera |
|---|---|---|
| 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 | Rilevera |
| Headquarters | – | – |

### Use cases and capabilities

| | Query.AI Federated Detections | Rilevera |
|---|---|---|
| Detection Rules | Yes | Yes |
| Sigma | Yes | – |
| MITRE ATT&CK | – | Yes |
| Rule Management | – | Yes |
| Security Validation | – | Yes |
| AI SOC | – | Yes |
| Security Gap Analysis | – | Yes |
| Rule Writing | – | Yes |
| Alerting | – | Yes |
| Security Reporting | – | Yes |
| Hunting | – | Yes |

### Core features

**Query.AI Federated Detections**

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

**Rilevera**

10 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.

**Rilevera**

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

## Query.AI Federated Detections vs Rilevera FAQ

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

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

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

**Rilevera**: AI platform for continuous detection rule validation, optimization & governance. Built by Rilevera.

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

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

**Query.AI Federated Detections** is made by Query.AI. **Rilevera** is made by Rilevera. 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 Rilevera?

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

## Alternatives to each

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

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

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 Rilevera: 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