The verdict
Havoc appears in 1 AI-ranked category.
Powerful open-source framework with a highly responsive user interface and customisable agent architecture supporting sleep obfuscation.
Where Havoc falls short, per the models
- Gemini Needs more comprehensive documentation and stability improvements for its community-driven plugins.
Top alternatives per the models: Cobalt Strike · Sliver · Metasploit Framework · Burp Suite Professional
Watch Havoc
Boards re-poll weekly and the models change their minds. One short email only when Havoc's standing moves — a rank change, a rival overtaking, or new reasoning from the models. Nothing otherwise.
Embed your ranking badge
Havoc ranks #9 for best penetration testing tool for red teams by AI-model consensus. Put the badge in your README, docs or site — it updates automatically as the models re-rank.
[](https://modelsagree.com/best/best-penetration-testing-tool-for-red-teams?utm_source=badge&utm_medium=embed&utm_campaign=badge-havoc)<a href="https://modelsagree.com/best/best-penetration-testing-tool-for-red-teams?utm_source=badge&utm_medium=embed&utm_campaign=badge-havoc"><img src="https://modelsagree.com/badge/havoc.svg" alt="Havoc — ranked #9 for Best penetration testing tool for red teams by AI models on ModelsAgree" height="28"></a>Rankings are computed from what the models answer, re-polled on demand · raw reasoning shown verbatim · methodology