Duality Query vs Niobium The Fog: side-by-side comparison (2026)
Duality Query is a commercial confidential computing solution by Duality Technologies. Niobium The Fog is a commercial confidential computing solution by Niobium. Features, integrations, deployment and the company behind each one, side by side.
Privacy-preserving query platform using FHE to query encrypted, siloed datasets.
FHE-based encrypted compute cloud platform with purpose-built hardware acceleration.
Side-by-side comparison
Feature
Duality Query
Niobium The Fog
Pricing model
Commercial
Commercial
Category
Confidential Computing
Confidential Computing
Deployment and fit
Deployment type
Hybrid
Hybrid
Company size fit
Mid-Market, Enterprise
Mid-Market, Enterprise
Company
Company
Duality Technologies
Niobium
Use cases and capabilities
Encryption
Yes
Yes
Quantum Safe
Yes
Yes
Zero Trust Architecture
No
Yes
Hardware
No
Yes
Hardware Security
No
Yes
Key Management
No
Yes
Cloud Native
No
Yes
SDK
No
Yes
Crypto
No
Yes
Security Architecture
No
Yes
Core features
10 features listed
10 features listed
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