Confidential AI Inference vs SubImage: side-by-side comparison (2026)
Confidential AI Inference is a commercial confidential computing solution by Confidential AI. SubImage is a commercial cloud-native application protection platform solution by SubImage. Features, integrations, deployment and the company behind each one, side by side.
OpenAI-compatible LLM inference API with hardware attestation for confidential computing
Agentless CNAPP that maps cloud/SaaS/on-prem assets into a queryable security graph.
Side-by-side comparison
Feature
Confidential AI Inference
SubImage
Pricing model
Commercial
Commercial
Category
Confidential Computing
Cloud-Native Application Protection Platform
Deployment and fit
Deployment type
Cloud
Hybrid
Company size fit
Startup, SMB, Mid-Market, Enterprise
SMB, Mid-Market, Enterprise
Company
Company
Confidential AI
SubImage
Use cases and capabilities
Generative AI
Yes
No
Verification
Yes
No
REST API
Yes
No
Hardware Security
Yes
No
Sensitive Data
Yes
No
GenAI Security
Yes
No
LLM Security
Yes
No
SDK
Yes
No
Isolation
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
5 features listed
10 features listed
Integrations
5 integrations listed
31 integrations listed
Need help choosing?
See more solutions in this category, or build a security stack from your picks.
