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

Gane Index, November 2026 Edition. Named in 19 judge labels across 1 category by 11 of 14 models. Page: https://www.gane.ai/index/it/vendors/ivanti-neurons-for-patch-management

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Patch management](https://www.gane.ai/index/it/operations/patch-management/index.md) | 0% | 10 | 16% | 19 |

## What the models said for it

- "Choose Ivanti, Tanium, or Qualys if you are an enterprise organization where vulnerability risk scores ... must directly dictate your patching priorities." (Gemini 3.5 Flash, Patching)
- "Choose Ivanti, Qualys, or Tanium when vulnerability risk, asset scale, and auditability drive the decision." (Perplexity Sonar, Patching)
- "good if you want patching tied into broader endpoint/risk/workflow automation" (GPT-5.4 mini, Patching)
- "Teams prioritizing patch work by vulnerability and threat risk" (GPT-6 Luna, Patching)

## And against it

- "Ivanti (Endpoint Manager / Connect Secure / Neurons) — Be Very Cautious" (DeepSeek V4 Flash, Patching)
- "Tanium, Ivanti, and Qualys can suit large or security-led environments, but licensing, modules, administration, and implementation effort may outweigh their value for smaller fleets." (Perplexity Sonar, Patching)
- "Enterprise tools such as Ivanti, BigFix, and Tanium are usually better suited to large, highly regulated environments" (Perplexity Sonar, Patching)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 2 | 0 | 2 |
| GPT-5.4 mini | 0 | 1 | 1 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 2 | 0 | 0 | 2 |
| Perplexity Sonar | 0 | 1 | 0 | 2 | 3 |
| Grok 4.20 | 0 | 0 | 2 | 0 | 2 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| Kimi K2 | 0 | 0 | 2 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Ivanti Neurons for Patch Management, from 52 of the 63 answers that named it (only the models that return a source list).

### Domains cited

- ninjaone.com: 24
- action1.com: 19
- automox.com: 19
- esecurityplanet.com: 15
- softwareadvice.com: 15
- acronis.com: 14
- ezo.io: 14
- thectoclub.com: 14
- ciopages.com: 13
- ivanti.com: 13 (its own site)

### Pages cited

- https://ninjaone.com/blog/best-patch-management-software: 20
- https://esecurityplanet.com/products/patch-management-software: 15
- https://acronis.com/en/blog/posts/best-patch-management-software-and-tools-2026: 14
- https://ezo.io/assetsonar/blog/best-patch-management-tools: 14
- https://ciopages.com/buyer-guides/patch-management: 13
- https://action1.com/blog/10-best-patch-management-software: 12
- https://automox.com/blog/automated-patching-solutions-compared-2026: 12
- https://thectoclub.com/tools/best-enterprise-patch-management-software: 12

## In its own words

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

- Positioning: Risk-Based Cloud Patch Management (https://www.ivanti.com/products/ivanti-neurons-for-patch-management)
- For: organizations (https://www.ivanti.com/products/ivanti-neurons-for-patch-management)
- Price stated: The pricing model includes a platform fee and device-based licenses. (https://www.ivanti.com/products/ivanti-neurons-for-patch-management)
- Free plan or trial: Discovery Assessment gratuita e senza impegno (https://www.ivanti.com/it/products/autonomous-patch-management)

## 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.