One of fourteen models named Intruder first on the direct prompt; zero named OpenVAS. Intruder was named by twelve of the fourteen models and OpenVAS by thirteen and Intruder carries 23 labels and OpenVAS 21, so the shares are not directly comparable.
Named in six categories this edition.
Named in three 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. One of one in this category shown.
“Intruder for SaaS simplicity and Greenbone Community Edition for zero licence cost are the most frequently recommended options” Muse Glimmer 30B · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Standalone Nessus (without a console), OpenVAS (without Kubelet/KQL integration) | Lacks the "Management" layer” Qwen 3.7 Flash · negative prompt · hard negative
“Avoid if you need production-grade reliability — use it only for learning or very small lab environments.” DeepSeek V4 Flash · negative prompt · hard negative
“avoid pure scanners (e.g., OpenVAS) as they lack full VM features” Grok 4.20 · direct prompt · hard negative
“Intruder for SaaS simplicity and Greenbone Community Edition for zero licence cost are the most frequently recommended options” Muse Glimmer 30B · budget prompt · first choice
“OpenVAS (Greenbone Community Edition) is the most capable free vulnerability management tool” Claude Haiku 4.5 · budget prompt · first choice
“Best Free/Open-Source Option ... Completely free and open-source” Grok 4.20 · 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.