# CodeWall AI-Powered Pentesting vs Willow: side-by-side comparison (2026)

[CodeWall AI-Powered Pentesting](https://cybersectools.com/tools/codewall-ai-powered-pentesting) is a commercial [penetration testing](https://cybersectools.com/categories/pentesting-tools) solution by [CodeWall](https://cybersectools.com/companies/codewall). [Willow](https://cybersectools.com/tools/willow) is a commercial [agentic AI security](https://cybersectools.com/categories/agentic-ai-security) solution by [Willow](https://cybersectools.com/companies/willow). Features, integrations, deployment and the company behind each one, side by side.

## Side-by-side comparison

| | CodeWall AI-Powered Pentesting | Willow |
|---|---|---|
| Pricing model | Commercial | Commercial |
| Category | Penetration Testing | Agentic AI Security |
| Verified | No | No |
| Deployment type | Cloud | Hybrid |
| Company size fit | Mid-Market, Enterprise | SMB, Mid-Market, Enterprise |
| Company | CodeWall | Willow |
| Headquarters | – | – |

### Use cases and capabilities

| | CodeWall AI-Powered Pentesting | Willow |
|---|---|---|
| AI Pentesting | Yes | – |
| Red Team | Yes | – |
| Continuous Testing | Yes | – |
| Vulnerability Exploitation | Yes | – |
| Attack Paths | Yes | – |
| Agentic AI Security | Yes | Yes |
| SQL Injection | Yes | – |
| Exploitation Framework | Yes | – |
| Security Research | Yes | – |
| AI Governance | – | Yes |
| MCP Security | – | Yes |
| Non-Human Identity | – | Yes |
| Shadow AI | – | Yes |
| AI Observability | – | Yes |
| LLM Security | – | Yes |
| RBAC | – | Yes |
| Zero Trust Architecture | – | Yes |

### Core features

**CodeWall AI-Powered Pentesting**

6 features listed. Sign in on the page to see them.

**Willow**

10 features listed. Sign in on the page to see them.

### Integrations

**CodeWall AI-Powered Pentesting**

No integrations listed.

**Willow**

7 integrations listed. Sign in on the page to see them.

## Which one fits you

Based on what each listing shows: deployment, company size, price and open source.

- [CodeWall AI-Powered Pentesting](https://cybersectools.com/tools/codewall-ai-powered-pentesting) fits if you want a cloud product.
- [Willow](https://cybersectools.com/tools/willow) fits if you need both cloud and on-premises options and you are a small business.

## CodeWall AI-Powered Pentesting vs Willow FAQ

Common questions when comparing CodeWall AI-Powered Pentesting vs Willow for penetration testing.

### What is the difference between CodeWall AI-Powered Pentesting and Willow?

**CodeWall AI-Powered Pentesting**: Autonomous AI agent platform for continuous pentesting with verified exploits. Built by CodeWall.

**Willow**: Control plane for governing enterprise AI agent identity, access, and actions. Built by Willow.

The table above shows where their features, integrations, deployment and company size fit differ.

### Who makes CodeWall AI-Powered Pentesting and Willow?

**CodeWall AI-Powered Pentesting** is made by CodeWall. **Willow** is made by Willow. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.

### Is CodeWall AI-Powered Pentesting a good alternative to Willow?

In part. CodeWall AI-Powered Pentesting and Willow are not in the same category on CybersecTools. Both cover Agentic AI Security. Use the table above to see where features, deployment and company size fit differ.

## Related comparisons

- [CodeWall AI-Powered Pentesting vs Prancer SwarmHack](https://cybersectools.com/compare/codewall-ai-powered-pentesting-vs-prancer-swarmhacktm-ai-pentesting)
- [CodeWall AI-Powered Pentesting vs Tenzai](https://cybersectools.com/compare/codewall-ai-powered-pentesting-vs-tenzai)
- [CodeWall AI-Powered Pentesting vs RunSybil](https://cybersectools.com/compare/codewall-ai-powered-pentesting-vs-runsybil)
- [Willow vs Prancer SwarmHack](https://cybersectools.com/compare/prancer-swarmhacktm-ai-pentesting-vs-willow)
- [Willow vs Tenzai](https://cybersectools.com/compare/tenzai-vs-willow)
- [Willow vs RunSybil](https://cybersectools.com/compare/runsybil-vs-willow)

## Alternatives to each

- [See all CodeWall AI-Powered Pentesting alternatives](https://cybersectools.com/alternatives/codewall-ai-powered-pentesting)
- [See all Willow alternatives](https://cybersectools.com/alternatives/willow)

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Source: https://cybersectools.com/compare/codewall-ai-powered-pentesting-vs-willow

For AI agents: each product above has its own Markdown page (add .md to its URL, for example https://cybersectools.com/tools/codewall-ai-powered-pentesting.md). Every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md.

More on CodeWall AI-Powered Pentesting and Willow: funding, momentum, hiring and news, plus the full product and company record, are available through the Mandos MCP Server (paid plans), which connects to AI assistants: https://mandos.io/mcp?utm_source=cybersectools.com&utm_medium=compare-md