Autonomous Penetration Testing Tool vs Willow: side-by-side comparison (2026)
Autonomous Penetration Testing Tool is a commercial penetration testing solution by Astra Security. Willow is a commercial agentic AI security solution by Willow. Features, integrations, deployment and the company behind each one, side by side.
AI agent-based autonomous pentesting tool for continuous web app vulnerability discovery.
Control plane for governing enterprise AI agent identity, access, and actions.
Side-by-side comparison
Feature
Autonomous Penetration Testing Tool
Willow
Pricing model
Commercial
Commercial
Category
Penetration Testing
Agentic AI Security
Deployment and fit
Deployment type
Cloud
Hybrid
Company size fit
SMB, Mid-Market, Enterprise
SMB, Mid-Market, Enterprise
Company
Company
Astra Security
Willow
Use cases and capabilities
AI Pentesting
Yes
No
VAPT
Yes
No
Continuous Testing
Yes
No
DAST
Yes
No
OWASP
Yes
No
Vulnerability
Yes
No
App Security
Yes
No
Agentic AI Security
Yes
Yes
Web Security
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
9 features listed
10 features listed
Integrations
No integrations listed
7 integrations listed
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