Duality Query is a commercial confidential computing solution by Duality Technologies. Modelyo Sovereign Cloud is a commercial confidential computing solution by Modelyo. Features, integrations, deployment and the company behind each one, side by side.
Privacy-preserving query platform using FHE to query encrypted, siloed datasets.
Confidential computing cloud workspace with customer-held keys on any infrastructure
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Based on what each listing shows: deployment, company size, price and open source.
Duality Query fits if you need both cloud and on-premises options.
Modelyo Sovereign Cloud fits if you want a cloud product.
Common questions when comparing Duality Query vs Modelyo Sovereign Cloud for confidential computing.
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.
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.
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.
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Updated 2026-11-02
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