{"slug":"hadrian","name":"Hadrian","domain":"hadrian.io","verdict":"As of 2026-07-15, ChatGPT, Claude, Gemini, Grok collectively rank Hadrian #7 of 9 for ai pentesting agent. Source: https://modelsagree.com/product/hadrian (modelsagree.com, CC BY 4.0).","best_rank":7,"categories":1,"entries":[{"slug":"best-ai-pentesting-agent","title":"Best AI pentesting agent","rank":7,"of":9,"score":2,"appearances":1,"modelRanks":{"Gemini":4},"reason":"Combines continuous external attack surface management with its Nova agentic pentesting engine to autonomously identify and attempt to exploit internet-facing vulnerabilities in real-time.","reasons":[{"model":"Gemini","reason":"Combines continuous external attack surface management with its Nova agentic pentesting engine to autonomously identify and attempt to exploit internet-facing vulnerabilities in real-time."}],"fixes":[{"model":"Gemini","fix":"Heavily focused on the external perimeter, offering limited utility for internal lateral movement or host-level privilege escalation."}],"updated":"2026-07-15","rank_history":{"days":["2026-07-12","2026-07-13","2026-07-15"],"ranks":[null,6,null]},"api":"https://modelsagree.com/api/v1/best/best-ai-pentesting-agent.json"}],"page":"https://modelsagree.com/product/hadrian","check":"https://modelsagree.com/check?q=Hadrian","updated":"2026-08-10T18:18:45.051Z","attribution":"modelsagree.com, CC BY 4.0"}