Modelyo Confidential AI vs SubImage: side-by-side comparison (2026)
Modelyo Confidential AI is a commercial confidential computing solution by Modelyo. SubImage is a commercial cloud-native application protection platform solution by SubImage. Features, integrations, deployment and the company behind each one, side by side.
Confidential computing platform for running AI on encrypted, geo-bound, attested data
Agentless CNAPP that maps cloud/SaaS/on-prem assets into a queryable security graph.
Side-by-side comparison
Feature
Modelyo Confidential AI
SubImage
Pricing model
Commercial
Commercial
Category
Confidential Computing
Cloud-Native Application Protection Platform
Deployment and fit
Deployment type
Hybrid
Hybrid
Company size fit
Mid-Market, Enterprise
SMB, Mid-Market, Enterprise
Company
Company
Modelyo
SubImage
Use cases and capabilities
Encryption
Yes
No
Generative AI
Yes
No
RAG Security
Yes
No
Agentic AI Security
Yes
No
Hardware Security
Yes
No
Isolation
Yes
No
Multi Tenancy
Yes
No
Key Management
Yes
No
Verification
Yes
No
Sensitive Data
Yes
No
Cloud Native
No
Yes
Graph
No
Yes
Misconfiguration
No
Yes
Attack Paths
No
Yes
Vulnerability Prioritization
No
Yes
Open Source
No
Yes
Inventory
No
Yes
RBAC
No
Yes
CVE
No
Yes
Visibility
No
Yes
Core features
9 features listed
10 features listed
Integrations
9 integrations listed
31 integrations listed
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