Duality Query vs Fortanix Confidential Computing: Side-by-Side Comparison (2026)

Duality Query: Privacy-preserving query platform using FHE to query encrypted, siloed datasets. built by Duality Technologies. Core capabilities include Quantum-secure confidential queries over encrypted structured and unstructured datasets, Zero Footprint querying — data never moves or is replicated, Fully Homomorphic Encryption (FHE) powered computation on encrypted data..

Fortanix Confidential Computing: Platform for encrypting data in use via confidential computing TEEs. built by Fortanix. Core capabilities include Runtime encryption for data in use, Hardware-based trusted execution environments (TEEs), Intel SGX and AMD SEV support..

Both serve the Confidential Computing market but differ in approach, feature depth, and target audience.

Duality Query differentiates with Quantum-secure confidential queries over encrypted structured and unstructured datasets, Zero Footprint querying — data never moves or is replicated, Fully Homomorphic Encryption (FHE) powered computation on encrypted data. Fortanix Confidential Computing differentiates with Runtime encryption for data in use, Hardware-based trusted execution environments (TEEs), Intel SGX and AMD SEV support.

Duality Query is developed by Duality Technologies. Fortanix Confidential Computing is developed by Fortanix. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Duality Query and Fortanix Confidential Computing serve similar Confidential Computing use cases: both are Confidential Computing tools, both cover Encryption. Review the feature comparison above to determine which fits your requirements.