{"slug":"rapid7-insightvm","name":"Rapid7 InsightVM","domain":"rapid7.com","verdict":"As of 2026-07-14, ChatGPT, Claude, Gemini, Grok collectively rank Rapid7 InsightVM #4 of 9 for vulnerability scanner for infrastructure. Source: https://modelsagree.com/product/rapid7-insightvm (modelsagree.com, CC BY 4.0).","best_rank":4,"categories":1,"entries":[{"slug":"best-vulnerability-scanner-for-infrastructure","title":"Best vulnerability scanner for infrastructure","rank":4,"of":9,"score":8,"appearances":4,"modelRanks":{"ChatGPT":4,"Claude":3,"Gemini":5,"Grok":4},"reason":"Best-in-class remediation workflow — live dashboards, Real Risk scoring, and native integration with ticketing and the wider Insight platform (SIEM, SOAR) make it the most operationally usable scanner for security teams","reasons":[{"model":"Claude","reason":"Best-in-class remediation workflow — live dashboards, Real Risk scoring, and native integration with ticketing and the wider Insight platform (SIEM, SOAR) make it the most operationally usable scanner for security teams"},{"model":"ChatGPT","reason":"Strong distributed network scanning, useful remediation projects, accessible reporting, and practical exploit-aware prioritization backed by Rapid7 and Metasploit research"},{"model":"Grok","reason":"Strong risk-based prioritization, live monitoring, and integration with broader security tools provide practical remediation focus and efficiency for mid-to-large teams scanning dynamic infrastructure."},{"model":"Gemini","reason":"Seamless integration with Metasploit for realistic exploit validation, highly intuitive dashboards, and strong security operations center workflow automation."}],"fixes":[{"model":"ChatGPT","fix":"Modernize the console architecture and reduce the operational burden of large deployments"},{"model":"Claude","fix":"Improve scan-engine coverage speed and detection breadth for niche/OT and network appliances where Tenable and Qualys still find more"},{"model":"Gemini","fix":"Accelerate scanning performance and reduce container scan times in massive, high-velocity cloud deployments."},{"model":"Grok","fix":"Can be resource-intensive and complex to fully optimize; interface and reporting sometimes lag competitors in intuitiveness for smaller practitioners."}],"updated":"2026-07-14","rank_history":{"days":["2026-06-29","2026-06-30","2026-07-08","2026-07-09","2026-07-10","2026-07-14"],"ranks":[4,3,4,3,4,4]},"reasoning_shift":[{"model":"ChatGPT","from":"2026-07-08","to":"2026-07-10","added":[{"t":"Distributed network scanning","q":"Strong distributed network scanning"},{"t":"Large deployment burden","q":"reduce the operational burden of large deployments"}],"dropped":[{"t":"Unified hybrid cloud exposure management","q":"unified exposure management across hybrid cloud"},{"t":"Detection ecosystem ties","q":"useful ties to Rapid7’s offensive-security and detection ecosystem"}]},{"model":"Gemini","from":"2026-06-30","to":"2026-07-08","added":[{"t":"Realistic exploit validation","q":"realistic exploit validation"},{"t":"Security operations center workflow automation","q":"strong security operations center workflow automation"},{"t":"Reduce container scan times","q":"reduce container scan times in massive, high-velocity cloud deployments"}],"dropped":[{"t":"Active threat feeds","q":"active threat feeds"},{"t":"Risk-prioritized remediation guidance","q":"exceptional risk-prioritized remediation guidance"},{"t":"Target host performance degradation","q":"prevent performance degradation on target host operating systems"}]}],"api":"https://modelsagree.com/api/v1/best/best-vulnerability-scanner-for-infrastructure.json"}],"page":"https://modelsagree.com/product/rapid7-insightvm","check":"https://modelsagree.com/check?q=Rapid7%20InsightVM","updated":"2026-08-10T18:18:45.051Z","attribution":"modelsagree.com, CC BY 4.0"}