# Duality Query vs Modelyo Sovereign Cloud: side-by-side comparison (2026)

[Duality Query](https://cybersectools.com/tools/duality-query) is a commercial [confidential computing](https://cybersectools.com/categories/confidential-computing) solution by [Duality Technologies](https://cybersectools.com/companies/duality-technologies). [Modelyo Sovereign Cloud](https://cybersectools.com/tools/modelyo-cloud) is a commercial [confidential computing](https://cybersectools.com/categories/confidential-computing) solution by [Modelyo](https://cybersectools.com/companies/modelyo). Features, integrations, deployment and the company behind each one, side by side.

## Side-by-side comparison

| | Duality Query | Modelyo Sovereign Cloud |
|---|---|---|
| Pricing model | Commercial | Commercial |
| Category | Confidential Computing | Confidential Computing |
| Verified | No | No |
| Deployment type | Hybrid | Cloud |
| Company size fit | Mid-Market, Enterprise | Mid-Market, Enterprise |
| Company | Duality Technologies | Modelyo |
| Headquarters | – | – |

### Use cases and capabilities

| | Duality Query | Modelyo Sovereign Cloud |
|---|---|---|
| Encryption | Yes | Yes |
| Quantum Safe | Yes | – |
| Isolation | – | Yes |
| Kubernetes | – | Yes |
| Key Management | – | Yes |
| Multi Tenancy | – | Yes |
| Hardware Security | – | Yes |
| RAG | – | Yes |
| Sensitive Data | – | Yes |
| Workload Security | – | Yes |
| Cloud Native | – | Yes |

### Core features

**Duality Query**

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

**Modelyo Sovereign Cloud**

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

### Integrations

**Duality Query**

No integrations listed.

**Modelyo Sovereign Cloud**

12 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.

- [Duality Query](https://cybersectools.com/tools/duality-query) fits if you need both cloud and on-premises options.
- [Modelyo Sovereign Cloud](https://cybersectools.com/tools/modelyo-cloud) fits if you want a cloud product.

## Duality Query vs Modelyo Sovereign Cloud FAQ

Common questions when comparing Duality Query vs Modelyo Sovereign Cloud for confidential computing.

### What is the difference between Duality Query and Modelyo Sovereign Cloud?

**Duality Query**: Privacy-preserving query platform using FHE to query encrypted, siloed datasets. Built by Duality Technologies.

**Modelyo Sovereign Cloud**: Confidential computing cloud workspace with customer-held keys on any infrastructure. Built by Modelyo.

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

### Who makes Duality Query and Modelyo Sovereign Cloud?

**Duality Query** is made by Duality Technologies. **Modelyo Sovereign Cloud** is made by Modelyo. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.

### Is Duality Query a good alternative to Modelyo Sovereign Cloud?

Often, yes. Duality Query and Modelyo Sovereign Cloud are both Confidential Computing products, and both cover Encryption. Use the table above to see where features, deployment and company size fit differ.

## Related comparisons

- [Duality Query vs Modelyo Confidential AI](https://cybersectools.com/compare/duality-query-vs-modelyo-confidential-ai)
- [Duality Query vs Niobium The Fog](https://cybersectools.com/compare/duality-query-vs-niobium-the-fog)
- [Duality Query vs enclaive Buckypaper CVMs](https://cybersectools.com/compare/duality-query-vs-enclaive-buckypaper-cvms)
- [Modelyo Sovereign Cloud vs Modelyo Confidential AI](https://cybersectools.com/compare/modelyo-cloud-vs-modelyo-confidential-ai)
- [Modelyo Sovereign Cloud vs Niobium The Fog](https://cybersectools.com/compare/modelyo-cloud-vs-niobium-the-fog)
- [Modelyo Sovereign Cloud vs enclaive Buckypaper CVMs](https://cybersectools.com/compare/enclaive-buckypaper-cvms-vs-modelyo-cloud)

## Alternatives to each

- [See all Duality Query alternatives](https://cybersectools.com/alternatives/duality-query)
- [See all Modelyo Sovereign Cloud alternatives](https://cybersectools.com/alternatives/modelyo-cloud)

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Source: https://cybersectools.com/compare/duality-query-vs-modelyo-cloud

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

More on Duality Query and Modelyo Sovereign Cloud: 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