One of fourteen models named Tenable Vulnerability Management first on the direct prompt; zero named ManageEngine Vulnerability Manager Plus. Tenable Vulnerability Management was named by fourteen of the fourteen models and ManageEngine Vulnerability Manager Plus by eleven and Tenable Vulnerability Management carries 61 labels and ManageEngine Vulnerability Manager Plus 29, so the shares are not directly comparable.
Named in seven 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, Tenable Vulnerability Management and ManageEngine Vulnerability Manager Plus were named in the same answer forty-one times, of the 171 answers naming Tenable Vulnerability Management and the 78 naming ManageEngine Vulnerability Manager Plus. In those answers ManageEngine Vulnerability Manager Plus took the first choice six times and Tenable Vulnerability Management eleven.
| 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
“Standard enterprise scanners (like Tenable or Qualys) are incredibly powerful, but their interfaces and configurations are built for dedicated, full-time security operations centers” Gemini 3.5 Flash · paraphrase prompt · soft negative
“Tenable is known for being expensive. It is also highly complex; without a dedicated team to configure the workflows, the platform can become a repository of data” GLM 4.7 FlashX · negative prompt · soft negative
“Also a Leader in the 2025 Gartner MQ, positioned highest in Ability to Execute and furthest for Completeness of Vision.” Grok 4.1 Fast · comparative prompt · first choice
“If you need the absolute deepest vulnerability coverage across the broadest set of environments ... → Tenable One” DeepSeek V4 Flash · comparative prompt · first choice
“The best vulnerability management platform for a company with a limited budget is Tenable Vulnerability Management” Llama 4 Maverick · budget 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.