# Cisco Vulnerability Management: how AI models rank it, September 2026

IT AI Recommendation Index, September 2026 Edition. Named in 3 judge labels across 2 categories by 3 of 12 models. Page: https://it-ai-index.com/vendors/cisco-vulnerability-management/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Attack surface management | 2% | 10 | 0% | 1 |
| Vulnerability management platforms | 0% | 63 | 50% | 2 |

## What the models said for it

- "The Best All-Rounder (Risk-Based): Kenna Security ... gold standard for mid-market organizations" (Qwen 3.7 Flash, ASM)
- "need the deepest possible “exploit‑prediction” analytics, you might look at Cisco Kenna" (MiniMax M2.5, Vuln management)

## And against it

- "If you're evaluating this, avoid it — you'd be adopting a dead product." (DeepSeek V4 Flash, Vuln management)

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, September 2026 Edition, it-ai-index.com.