Zero of fourteen models named ManageEngine Vulnerability Manager Plus first on the direct prompt; zero named Microsoft Defender Vulnerability Management. ManageEngine Vulnerability Manager Plus was named by eleven of the fourteen models and Microsoft Defender Vulnerability Management by ten and ManageEngine Vulnerability Manager Plus carries 29 labels and Microsoft Defender Vulnerability Management 23, so the shares are not directly comparable.
Named in one category 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, ManageEngine Vulnerability Manager Plus and Microsoft Defender Vulnerability Management were named in the same answer nineteen times, of the 78 answers naming ManageEngine Vulnerability Manager Plus and the 73 naming Microsoft Defender Vulnerability Management. In those answers Microsoft Defender Vulnerability Management took the first choice zero times and ManageEngine Vulnerability Manager Plus one.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| 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 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Limitations: Feature depth drops outside Windows ecosystem; limited Linux/macOS capabilities” Kimi K2 · comparative prompt · soft negative
“they should not be your *only* vulnerability management platform” Gemini 3.5 Flash · negative prompt · soft negative
“Multi-tenant features are disappointing” DeepSeek V4 Flash · negative prompt · soft negative
“for a tight budget, I'd start with Microsoft Defender Vulnerability Management if you already use Microsoft 365 or Defender” GPT-6 Luna · budget prompt · first choice
“Microsoft Defender Vulnerability Management (free trial / included...) for risk‑based prioritization and remediation” GLM 4.7 FlashX · budget prompt · first choice
“Microsoft-heavy environment: Evaluate Microsoft Defender Vulnerability Management first if you already use Microsoft Defender for Endpoint P2” GPT-6 Luna · paraphrase prompt · alternative
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.