One of fourteen models named Qualys VMDR first on the direct prompt; zero named ManageEngine Vulnerability Manager Plus. Qualys VMDR was named by fourteen of the fourteen models and ManageEngine Vulnerability Manager Plus by eleven and Qualys VMDR carries 65 labels and ManageEngine Vulnerability Manager Plus 29, 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, Qualys VMDR and ManageEngine Vulnerability Manager Plus were named in the same answer forty-five times, of the 179 answers naming Qualys VMDR and the 78 naming ManageEngine Vulnerability Manager Plus. In those answers ManageEngine Vulnerability Manager Plus took the first choice six times and Qualys VMDR 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 4.1 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 eight in this category shown.
“Full‑featured enterprise tools (Rapid7, Qualys, Tenable.io) without a dedicated security team” GLM 4.7 FlashX · budget prompt · hard negative
“it is frequently cited in user reviews as a platform where you should be cautious due to its high cost, high false positive rates, and poor support” GLM 4.7 FlashX · negative prompt · soft negative
“Qualys VMDR also produces false positive and false negative alerts, making report generation time-consuming, and its interface is complex” Claude Haiku 4.5 · negative prompt · soft negative
“Holistic approach with comprehensive coverage... Best for: Enterprises needing broad asset coverage and real-time insights.” Mistral Small · comparative prompt · first choice
“Qualys VMDR | TruRisk scoring, unified cloud architecture, easy to use | Mid-market looking for a consolidated platform” DeepSeek V4 Flash · scale prompt · first choice
“Tenable, Qualys, and Rapid7 InsightVM remain the three pure-play leaders that buyers should shortlist first” Muse Glimmer 30B · scale 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.