Ten of twelve models named Rapid7 InsightVM first on the direct prompt; zero named Intruder. Rapid7 InsightVM was named by twelve of the twelve models and Intruder by ten and Rapid7 InsightVM carries 36 labels and Intruder 19, so the shares are not directly comparable.
Named in three categories this edition.
Named in three categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the vulnerability management platforms page.
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Fewer widespread complaints vs. others, but users note it's pricier for mid-market and less agent-efficient for unmanaged assets.” Grok 4.1 Fast · negative prompt · soft negative
“users have reported issues such as poor support, confusing tag management, weak synchronization, and documentation gaps” GPT-5.4 mini · negative prompt · soft negative
“Good product, but often better for teams with a bit more budget... may not be the cheapest fit.” GPT-5.4 mini · budget prompt · soft negative
“Pick Rapid7 if your team (5–20 people) needs actionable, exploit-focused insights without massive setup—frequently called out for mid-market.” Grok 4.1 Fast · direct prompt · first choice
“For mid-market organizations (under 30,000 assets) prioritizing remediation workflow integration... InsightVM is frequently the best fit” Claude Haiku 4.5 · direct prompt · first choice
“Best for: Risk-based prioritization and ease of use... Choose Rapid7 if you want to focus on fixing the things that pose an actual risk” Qwen 3.7 Flash · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“The "Lean Security" Pick: Intruder ... Best for: Companies with small security/IT teams who need simple, automated, and continuous vulnerability scanning.” Gemini 3.5 Flash · paraphrase prompt · first choice
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.