# Ivanti Neurons for Vulnerability Management: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/ivanti-neurons-for-vulnerability-management

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Vulnerability management platforms](https://www.gane.ai/index/it/security/vulnerability-management-platforms/index.md) | 0% | 80 | 50% | 2 |

## And against it

- "This stands out as one of the most problematic in recent years... Strongly evaluate competitors first unless Ivanti is already embedded in your infrastructure." (Grok 4.20, Vuln management)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 1 | 1 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Ivanti Neurons for Vulnerability Management, from 6 of the 6 answers that named it (only the models that return a source list).

### Domains cited

- techrepublic.com: 5
- vicarius.io: 4
- softwareadvice.com: 3
- geekflare.com: 2
- motadata.com: 2
- reddit.com: 2
- rivialsecurity.com: 2
- arxiv.org: 1
- axis-intelligence.com: 1
- beaglesecurity.com: 1

### Pages cited

- https://techrepublic.com/article/top-vulnerability-management-tools: 5
- https://softwareadvice.com/vulnerability-management: 3
- https://vicarius.io/articles/top-5-solutions-for-vulnerability-management: 3
- https://geekflare.com/cybersecurity/best-vulnerability-management-software: 2
- https://motadata.com/blog/vulnerability-management-tools: 2
- https://reddit.com/r/devsecops/comments/1txej31/need_advice_im_frustrated_with_vulnerability: 2
- https://rivialsecurity.com/blog/best-vulnerability-management-software: 2
- http://arxiv.org/pdf/2405.02435v1: 1

## In its own words

What Ivanti Neurons for Vulnerability Management's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Risk-Based Vulnerability Management (RBVM) Software (https://www.ivanti.com/products/risk-based-vulnerability-management)
- For: Organizations evolving to risk-based vulnerability management (https://www.ivanti.com/products/risk-based-vulnerability-management)
- Price stated: a fraction of your existing cost (https://www.ivanti.com/services/vulnerability-management-as-a-service)
- Customers named: Latitude Information Security, SAIC

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.