{"slug":"havoc","name":"Havoc","domain":"havocframework.com","verdict":"As of 2026-07-14, ChatGPT, Claude, Gemini, Grok collectively rank Havoc #9 of 10 for penetration testing tool for red teams. Source: https://modelsagree.com/product/havoc (modelsagree.com, CC BY 4.0).","best_rank":9,"categories":1,"entries":[{"slug":"best-penetration-testing-tool-for-red-teams","title":"Best penetration testing tool for red teams","rank":9,"of":10,"score":2,"appearances":1,"modelRanks":{"Gemini":4},"reason":"Powerful open-source framework with a highly responsive user interface and customisable agent architecture supporting sleep obfuscation.","reasons":[{"model":"Gemini","reason":"Powerful open-source framework with a highly responsive user interface and customisable agent architecture supporting sleep obfuscation."}],"fixes":[{"model":"Gemini","fix":"Needs more comprehensive documentation and stability improvements for its community-driven plugins."}],"updated":"2026-07-14","api":"https://modelsagree.com/api/v1/best/best-penetration-testing-tool-for-red-teams.json"}],"page":"https://modelsagree.com/product/havoc","check":"https://modelsagree.com/check?q=Havoc","updated":"2026-08-10T18:18:45.051Z","attribution":"modelsagree.com, CC BY 4.0"}