Eight of fourteen models named Rapid7 InsightVM first on the direct prompt; one named ManageEngine Vulnerability Manager Plus. Rapid7 InsightVM was named by fourteen of the fourteen models and ManageEngine Vulnerability Manager Plus by ten and Rapid7 InsightVM carries 57 labels and ManageEngine Vulnerability Manager Plus 20, so the shares are not directly comparable.
Named in four categories this edition.
Named in two categories 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 November 2026 Edition, Rapid7 InsightVM and ManageEngine Vulnerability Manager Plus were named in the same answer twenty-five times, of the 180 answers naming Rapid7 InsightVM and the 49 naming ManageEngine Vulnerability Manager Plus. In those answers ManageEngine Vulnerability Manager Plus took the first choice two times and Rapid7 InsightVM four.
| 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.
“Avoid for tight budgets: Enterprise-heavy tools like Rapid7 InsightVM” Grok 4.20 · budget prompt · hard negative
“users report high system resource utilization from the Insight Agent on older servers and aggressive upselling tactics” Gemini 3.5 Flash · negative prompt · soft negative
“reviews cite substantial initial configuration effort, a demanding console, and reporting limitations” Perplexity Sonar · negative prompt · soft negative
“Often cited as the best fit for organizations of ~500–2,000 employees; strong remediation workflow and good pricing.” DeepSeek V4 Flash · scale prompt · first choice
“For most mid-market B2B companies, Rapid7 InsightVM offers the best balance of features, usability, and value” GLM 4.7 FlashX · direct prompt · first choice
“Qualys VMDR or Rapid7 InsightVM are the strongest choices. They are purpose-built for this market segment.” MiniMax M2.5 · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“has seen a slight decline in user preference and is considered less favored compared to top-tier solutions” Mistral Small · negative prompt · soft negative
“Teams evaluating it as a standalone vulnerability management platform will find it incomplete.” Claude Haiku 4.5 · negative prompt · soft negative
“Rapid7 InsightVM or ManageEngine Vulnerability Manager Plus offer the best balance of features, pricing, and usability” DeepSeek V4 Flash · direct prompt · first choice
“covers the basics at a price point that works for smaller teams in Windows-heavy mid-market organizations” Claude Haiku 4.5 · budget prompt · first choice
“ManageEngine Vulnerability Manager Plus is the best overall choice when you need a complete platform” Perplexity Sonar · budget 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.