# CAI (Cybersecurity AI) vs Managed Autonomous Pentesting (MAP): side-by-side comparison (2026)

[CAI (Cybersecurity AI)](https://cybersectools.com/tools/cai-cybersecurity-ai) is a free [penetration testing](https://cybersectools.com/categories/pentesting-tools) solution by [Alias Robotics](https://cybersectools.com/companies/aliasrobotics). [Managed Autonomous Pentesting (MAP)](https://cybersectools.com/tools/hackurity-art-stack) is a commercial [penetration testing](https://cybersectools.com/categories/pentesting-tools) solution by [Hackurity](https://cybersectools.com/companies/hackurity). Features, integrations, deployment and the company behind each one, side by side.

## Side-by-side comparison

| | CAI (Cybersecurity AI) | Managed Autonomous Pentesting (MAP) |
|---|---|---|
| Pricing model | Free | Commercial |
| Category | Penetration Testing | Penetration Testing |
| Verified | No | No |
| Deployment type | On-Premises | Hybrid |
| Company size fit | Startup | Mid-Market, Enterprise |
| GitHub stars | 3,641 | – |
| Last commit | Sep 2025 | – |
| Company | Alias Robotics | Hackurity |
| Headquarters | – | – |

### Use cases and capabilities

| | CAI (Cybersecurity AI) | Managed Autonomous Pentesting (MAP) |
|---|---|---|
| Reconnaissance | Yes | – |
| Open Source | Yes | – |
| AI Pentesting | – | Yes |
| Attack Paths | – | Yes |
| Continuous Testing | – | Yes |
| Vulnerability Exploitation | – | Yes |
| Privilege Escalation | – | Yes |
| Post Exploitation | – | Yes |
| Supply Chain Security | – | Yes |
| Security Validation | – | Yes |
| Security Reporting | – | Yes |
| Outsourced Security | – | Yes |

### Core features

**CAI (Cybersecurity AI)**

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

**Managed Autonomous Pentesting (MAP)**

10 features 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.

- [CAI (Cybersecurity AI)](https://cybersectools.com/tools/cai-cybersecurity-ai) fits if you need to run it on your own servers, you are a startup, you need a free product and you want an open-source product.
- [Managed Autonomous Pentesting (MAP)](https://cybersectools.com/tools/hackurity-art-stack) fits if you need both cloud and on-premises options and you are a mid-market company or an enterprise.

## CAI (Cybersecurity AI) vs Managed Autonomous Pentesting (MAP) FAQ

Common questions when comparing CAI (Cybersecurity AI) vs Managed Autonomous Pentesting (MAP) for penetration testing.

### What is the difference between CAI (Cybersecurity AI) and Managed Autonomous Pentesting (MAP)?

**CAI (Cybersecurity AI)**: An open-source framework that enables building and deploying AI security tools. Built by Alias Robotics.

**Managed Autonomous Pentesting (MAP)**: Managed continuous autonomous pentesting using payload-less exploitation and attack paths. Built by Hackurity.

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

### Who makes CAI (Cybersecurity AI) and Managed Autonomous Pentesting (MAP)?

**CAI (Cybersecurity AI)** is open-source with 3,641 GitHub stars. **Managed Autonomous Pentesting (MAP)** is made by Hackurity. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.

### Is CAI (Cybersecurity AI) a good alternative to Managed Autonomous Pentesting (MAP)?

Often, yes. CAI (Cybersecurity AI) and Managed Autonomous Pentesting (MAP) are both Penetration Testing products. Key differences: CAI (Cybersecurity AI) is Free while Managed Autonomous Pentesting (MAP) is Commercial, CAI (Cybersecurity AI) is open-source. Use the table above to see where features, deployment and company size fit differ.

## Related comparisons

- [CAI (Cybersecurity AI) vs Nebula by BreachLine Labs](https://cybersectools.com/compare/breachline-nebula-vs-cai-cybersecurity-ai)
- [CAI (Cybersecurity AI) vs KinoSec Zeus](https://cybersectools.com/compare/cai-cybersecurity-ai-vs-kinosec-zeus)
- [CAI (Cybersecurity AI) vs RunSybil](https://cybersectools.com/compare/cai-cybersecurity-ai-vs-runsybil)
- [Managed Autonomous Pentesting (MAP) vs Nebula by BreachLine Labs](https://cybersectools.com/compare/breachline-nebula-vs-hackurity-art-stack)
- [Managed Autonomous Pentesting (MAP) vs KinoSec Zeus](https://cybersectools.com/compare/hackurity-art-stack-vs-kinosec-zeus)
- [Managed Autonomous Pentesting (MAP) vs RunSybil](https://cybersectools.com/compare/hackurity-art-stack-vs-runsybil)

## Alternatives to each

- [See all CAI (Cybersecurity AI) alternatives](https://cybersectools.com/alternatives/cai-cybersecurity-ai)
- [See all Managed Autonomous Pentesting (MAP) alternatives](https://cybersectools.com/alternatives/hackurity-art-stack)

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Source: https://cybersectools.com/compare/cai-cybersecurity-ai-vs-hackurity-art-stack

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

More on CAI (Cybersecurity AI) and Managed Autonomous Pentesting (MAP): 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