head to head · open source
AiSOC vs pentest-ai
AiSOC has 2,357 GitHub stars, 258 forks, 26 open issues and last shipped 6 days ago. pentest-ai has 1,685 stars, 314 forks, 2 open issues and last shipped 7 days ago. AiSOC leads on adoption by 40% (2,357 vs 1,685 stars). AiSOC is written in Python under MIT; pentest-ai is written in Python under MIT. AiSOC has attracted 11% as many forks as stars, pentest-ai 19%. AiSOC was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 2 topic tags (ai-security, cybersecurity), so they are genuine substitutes rather than adjacent tools.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| AiSOC | pentest-ai | |
|---|---|---|
| GitHub stars | ★ 2.4K | ★ 1.7K |
| License | MIT | MIT |
| Written in | Python | Python |
| Last push | 2026-09-14 | 2026-09-13 |
| Forks | ⑂ 258 | ⑂ 314 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick AiSOC if
- You weight community size — 2.4K stars and counting
- You want the MIT license terms
- Your stack matches Python
- You value the larger contributor base for long-term maintenance
pick pentest-ai if
- You want the pentest-ai feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches Python
- You evaluated both and pentest-ai fits your workflow better
About AiSOC
AiSOC is an open source, self hostable Security Operations Center built with Python under the MIT license. It lives in the AI security and cybersecurity operations ecosystem, combining agentic AI, detection engineering, incident response, and MITRE ATT&CK investigation. The project presents itself as an AI SOC where an agent investigates security cases, uses tools, and records its reasoning for later review.
read the full AiSOC overview →
About pentest-ai
Pentest AI is an open source Python project that connects an AI client or model to a penetration testing workflow. It belongs to the AI security and application security ecosystem, and it is distributed under the MIT license. The project is published as ptai on PyPI and can be used through MCP, the CLI, or CI.
read the full pentest-ai overview →
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Frequently asked questions
Is AiSOC or pentest-ai more popular?
AiSOC has 2,357 GitHub stars and pentest-ai has 1,685. AiSOC has the larger community by that measure.
Are AiSOC and pentest-ai free?
Both are open source. AiSOC is licensed under MIT and pentest-ai under MIT. Neither carries a licence fee.
What is the difference between AiSOC and pentest-ai?
AiSOC is written in Python and pentest-ai in Python. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, AiSOC or pentest-ai?
Choose AiSOC if you want the larger community (2,357 stars) or its MIT licence terms. Choose pentest-ai if its feature set, stack or MIT licence fits better. Both are self-hostable.