One of fourteen models named ManageEngine Vulnerability Manager Plus first on the direct prompt; one named Wiz. ManageEngine Vulnerability Manager Plus was named by ten of the fourteen models and Wiz by ten and ManageEngine Vulnerability Manager Plus carries 20 labels and Wiz 18, so the shares are not directly comparable.
Named in two categories this edition.
Named in seventeen 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.
| 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. 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
No label in this category carried a quote.
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.