# Duality Query vs Niobium The Fog: 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). [Niobium The Fog](https://cybersectools.com/tools/niobium-the-fog) is a commercial [confidential computing](https://cybersectools.com/categories/confidential-computing) solution by [Niobium](https://cybersectools.com/companies/niobium). Features, integrations, deployment and the company behind each one, side by side.

## Side-by-side comparison

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

### Use cases and capabilities

| | Duality Query | Niobium The Fog |
|---|---|---|
| Encryption | Yes | Yes |
| Quantum Safe | Yes | Yes |
| Zero Trust Architecture | – | Yes |
| Hardware | – | Yes |
| Hardware Security | – | Yes |
| Key Management | – | Yes |
| Cloud Native | – | Yes |
| SDK | – | Yes |
| Crypto | – | Yes |
| Security Architecture | – | Yes |

### Core features

**Duality Query**

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

**Niobium The Fog**

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

## Duality Query vs Niobium The Fog FAQ

Common questions when comparing Duality Query vs Niobium The Fog for confidential computing.

### What is the difference between Duality Query and Niobium The Fog?

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

**Niobium The Fog**: FHE-based encrypted compute cloud platform with purpose-built hardware acceleration. Built by Niobium.

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

### Who makes Duality Query and Niobium The Fog?

**Duality Query** is made by Duality Technologies. **Niobium The Fog** is made by Niobium. 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 Niobium The Fog?

Often, yes. Duality Query and Niobium The Fog are both Confidential Computing products, and both cover Encryption, Quantum Safe. Use the table above to see where features, deployment and company size fit differ.

## Related comparisons

- [Duality Query vs Belfort](https://cybersectools.com/compare/belfort-vs-duality-query)
- [Duality Query vs Fortaegis Silicon Platform](https://cybersectools.com/compare/duality-query-vs-fortaegis-silicon-platform)
- [Duality Query vs Modelyo Sovereign Cloud](https://cybersectools.com/compare/duality-query-vs-modelyo-cloud)
- [Niobium The Fog vs Belfort](https://cybersectools.com/compare/belfort-vs-niobium-the-fog)
- [Niobium The Fog vs Fortaegis Silicon Platform](https://cybersectools.com/compare/fortaegis-silicon-platform-vs-niobium-the-fog)
- [Niobium The Fog vs Modelyo Sovereign Cloud](https://cybersectools.com/compare/modelyo-cloud-vs-niobium-the-fog)

## Alternatives to each

- [See all Duality Query alternatives](https://cybersectools.com/alternatives/duality-query)
- [See all Niobium The Fog alternatives](https://cybersectools.com/alternatives/niobium-the-fog)

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Source: https://cybersectools.com/compare/duality-query-vs-niobium-the-fog

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 Niobium The Fog: 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