Confident Security vs Gray Swan AI Security Suite: side-by-side comparison (2026)
Confident Security is a commercial LLM guardrails solution by Confident Security. Gray Swan AI Security Suite is a commercial LLM guardrails solution by Gray Swan. Features, integrations, deployment and the company behind each one, side by side.
Platform for securing, governing, and monitoring AI/LLM deployments.
Enterprise AI security suite with real-time filtering and automated testing
Side-by-side comparison
Feature
Confident Security
Gray Swan AI Security Suite
Pricing model
Commercial
Commercial
Category
LLM Guardrails
LLM Guardrails
Deployment and fit
Deployment type
Cloud
Cloud
Company size fit
Mid-Market, Enterprise
Mid-Market, Enterprise
Company
Company
Confident Security
Gray Swan
Use cases and capabilities
LLM Security
Yes
No
LLM Guardrails
Yes
No
AI Firewall
Yes
No
AI Gateway
Yes
No
Prompt Injection
Yes
No
Shadow AI
Yes
No
AI Governance
Yes
No
AI DLP
Yes
No
AI Observability
Yes
No
GenAI Security
Yes
No
Research
No
Yes
Core features
8 features listed
10 features listed
Integrations
7 integrations listed
No integrations listed
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