Duality Platform vs TripleBlind: Side-by-Side Comparison (2026)

Duality Platform: Privacy-preserving data collaboration platform using HE, MPC, FL, and TEE. built by Duality Technologies. Core capabilities include Secure encrypted queries on external datasets without exposing raw data or the query itself, Secure collaborative AI model training and deployment across multiple parties, Federated analytics on decentralized data with each party retaining data control..

TripleBlind: Privacy-preserving platform for secure data collaboration & AI on encrypted data. built by TripleBlind. Core capabilities include Privacy-preserving data collaboration, AI/ML model training on encrypted data, Secure multi-party computation..

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

Duality Platform differentiates with Secure encrypted queries on external datasets without exposing raw data or the query itself, Secure collaborative AI model training and deployment across multiple parties, Federated analytics on decentralized data with each party retaining data control. TripleBlind differentiates with Privacy-preserving data collaboration, AI/ML model training on encrypted data, Secure multi-party computation.

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

Duality Platform and TripleBlind serve similar Confidential Computing use cases: both are Confidential Computing tools. Review the feature comparison above to determine which fits your requirements.