Ten of fourteen models named Rapid7 InsightVM first on the direct prompt; zero named ManageEngine Vulnerability Manager Plus. Rapid7 InsightVM was named by fourteen of the fourteen models and ManageEngine Vulnerability Manager Plus by eleven and Rapid7 InsightVM carries 63 labels and ManageEngine Vulnerability Manager Plus 29, so the shares are not directly comparable.
Named in four categories this edition.
Named in one category this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen 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.
Across every category in the October 2026 Edition, Rapid7 InsightVM and ManageEngine Vulnerability Manager Plus were named in the same answer forty-three times, of the 187 answers naming Rapid7 InsightVM and the 78 naming ManageEngine Vulnerability Manager Plus. In those answers ManageEngine Vulnerability Manager Plus took the first choice six times and Rapid7 InsightVM ten.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
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 eight in this category shown.
“What to Avoid on a Limited Budget - Full‑featured enterprise tools (Rapid7, Qualys, Tenable.io)” GLM 4.7 FlashX · budget prompt · hard negative
“Dropped in Forrester 2024 rankings; doesn't own patching engine/roadmap; prioritization gaps vs. leaders. High costs for extras.” Grok 4.20 · negative prompt · soft negative
“Lacks deep vulnerability intelligence, missing Active Directory/Entra ID visibility, limited patching features” MiniMax M2.5 · negative prompt · soft negative
“For most mid-sized B2B companies, Rapid7 InsightVM offers the best balance of capability, prioritization intelligence, and published pricing.” DeepSeek V4 Flash · paraphrase prompt · first choice
“Rapid7 InsightVM stands out most often in mid-market contexts for its balance of power, usability, and actionable insights” Grok 4.20 · direct prompt · first choice
“Rapid7 InsightVM is the most frequently recommended vulnerability scanning and management tool for mid-sized B2B companies” Mistral Small · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“The vulnerability intelligence falls behind security-first platforms, with risk scoring lacking threat intelligence depth” Claude Haiku 4.5 · negative prompt · soft negative
“noted for their automated patch deployment, but they also do not offer patchless protection” Mistral Small · negative prompt · soft negative
“Limited native remediation options compared to others.” Mistral Small · comparative prompt · soft negative
“the most practical recommendation from the results because it is repeatedly positioned as suitable for budget-conscious teams” Perplexity Sonar · budget prompt · first choice
“I would recommend ManageEngine Vulnerability Manager Plus ... is the safest fit for a mid-sized B2B company” Perplexity Sonar · paraphrase prompt · first choice
“Top Recommendation: ManageEngine Vulnerability Manager Plus” GLM 4.7 FlashX · paraphrase prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.