Confident Security vs Willow: side-by-side comparison (2026)
Confident Security is a commercial LLM guardrails solution by Confident Security. Willow is a commercial agentic AI security solution by Willow. Features, integrations, deployment and the company behind each one, side by side.
Platform for securing, governing, and monitoring AI/LLM deployments.
Control plane for governing enterprise AI agent identity, access, and actions.
Side-by-side comparison
Feature
Confident Security
Willow
Pricing model
Commercial
Commercial
Category
LLM Guardrails
Agentic AI Security
Deployment and fit
Deployment type
Cloud
Hybrid
Company size fit
Mid-Market, Enterprise
SMB, Mid-Market, Enterprise
Company
Company
Confident Security
Willow
Use cases and capabilities
LLM Security
Yes
Yes
LLM Guardrails
Yes
No
AI Firewall
Yes
No
AI Gateway
Yes
No
Prompt Injection
Yes
No
Shadow AI
Yes
Yes
AI Governance
Yes
Yes
AI DLP
Yes
No
AI Observability
Yes
Yes
GenAI Security
Yes
No
Agentic AI Security
No
Yes
MCP Security
No
Yes
Non-Human Identity
No
Yes
RBAC
No
Yes
Zero Trust Architecture
No
Yes
Core features
8 features listed
10 features listed
Integrations
7 integrations listed
7 integrations listed
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