CodeWall AI-Powered Pentesting vs Willow: side-by-side comparison (2026)
CodeWall AI-Powered Pentesting is a commercial penetration testing solution by CodeWall. Willow is a commercial agentic AI security solution by Willow. Features, integrations, deployment and the company behind each one, side by side.
Autonomous AI agent platform for continuous pentesting with verified exploits.
Control plane for governing enterprise AI agent identity, access, and actions.
Side-by-side comparison
Feature
CodeWall AI-Powered Pentesting
Willow
Pricing model
Commercial
Commercial
Category
Penetration Testing
Agentic AI Security
Deployment and fit
Deployment type
Cloud
Hybrid
Company size fit
Mid-Market, Enterprise
SMB, Mid-Market, Enterprise
Company
Company
CodeWall
Willow
Use cases and capabilities
AI Pentesting
Yes
No
Red Team
Yes
No
Continuous Testing
Yes
No
Vulnerability Exploitation
Yes
No
Attack Paths
Yes
No
Agentic AI Security
Yes
Yes
SQL Injection
Yes
No
Exploitation Framework
Yes
No
Security Research
Yes
No
AI Governance
No
Yes
MCP Security
No
Yes
Non-Human Identity
No
Yes
Shadow AI
No
Yes
AI Observability
No
Yes
LLM Security
No
Yes
RBAC
No
Yes
Zero Trust Architecture
No
Yes
Core features
6 features listed
10 features listed
Integrations
No integrations listed
7 integrations listed
Need help choosing?
See more solutions in this category, or build a security stack from your picks.
