Four of fourteen models named Tenable Vulnerability Management first on the direct prompt; one named Intruder. Tenable Vulnerability Management was named by fourteen of the fourteen models and Intruder by twelve and Tenable Vulnerability Management carries 60 labels and Intruder 23, so the shares are not directly comparable.
Named in seven categories this edition.
Named in six 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.
Across every category in the November 2026 Edition, Tenable Vulnerability Management and Intruder were named in the same answer forty-eight times, of the 196 answers naming Tenable Vulnerability Management and the 298 naming Intruder. In those answers Intruder took the first choice twenty times and Tenable Vulnerability Management 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 4.20 | ||||||
| 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. Six of eight in this category shown.
“Avoid: Tenable unless you have specific needs for OT/legacy asset coverage and budget for $10K+ annually.” Kimi K2 · direct prompt · hard negative
“Vendors to watch out for: Traditional tools like Tenable and Qualys historically rely on IP/asset tracking that can become expensive or frustrating to manage” Gemini 3.5 Flash · negative prompt · soft negative
“Tenable or Qualys when remediation automation is a core requirement: Both are strong detection platforms, but remediation may require additional products” Perplexity Sonar · negative prompt · soft negative
“Excellent broad coverage (network, cloud, OT, containers), strong prioritization with threat intel, compliance reporting. Good for hybrid setups; often tops "best overall" lists.” Grok 4.20 · scale prompt · first choice
“Tenable Nessus and Tenable Vulnerability Management rank as the best overall solution due to strong integrations and comprehensive capabilities.” Claude Haiku 4.5 · comparative prompt · first choice
“Tenable Vulnerability Management is the top all-around choice due to its comprehensive coverage and strong market reputation” Mistral Small · paraphrase prompt · first choice
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
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.