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

Gane Index, November 2026 Edition. Named in 27 judge labels across 1 category by 13 of 14 models. Page: https://www.gane.ai/index/it/vendors/ivanti-neurons-for-uem

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Unified endpoint management](https://www.gane.ai/index/it/operations/unified-endpoint-management/index.md) | 0% | 12 | 30% | 27 |

## What the models said for it

- "Best For: Security-focused enterprises needing strong vulnerability remediation and IT Service Management (ITSM) integration." (Gemini 3.5 Flash, UEM)
- "Ivanti ranks highly because it bridges the gap between IT Operations and IT Service Management (ITSM)." (Qwen 3.7 Flash, UEM)
- "A fit for organizations seeking to consolidate endpoint operations and security workflows" (GPT-6 Luna, UEM)
- "Choose Ivanti when Ivanti ITSM and endpoint operations are already strategic." (Perplexity Sonar, UEM)

## And against it

- "Avoid or heavily scrutinize Ivanti until they demonstrate a sustained period without critical infrastructure vulnerabilities" (Kimi K2, UEM)
- "Ivanti has had multiple critical vulnerabilities including an EPM authentication bypass (CVE-2026-1603) added in March 2026" (Claude Haiku 4.5, UEM)
- "Why caution is needed: Ivanti products ... have been subjected to a steady stream of high-severity zero-day vulnerabilities" (Gemini 3.5 Flash, UEM)
- "Avoid pure enterprise tools like Ivanti, Tanium, or Blackberry" (Grok 4.20, UEM)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 1 | 2 |
| GPT-5.4 mini | 0 | 2 | 1 | 0 | 3 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 2 | 3 |
| Perplexity Sonar | 0 | 1 | 0 | 1 | 2 |
| Grok 4.20 | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 2 | 0 | 1 | 3 |
| DeepSeek V4 Flash | 0 | 2 | 0 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 1 | 1 | 3 |
| Kimi K2 | 0 | 1 | 0 | 1 | 2 |
| GLM 4.7 FlashX | 0 | 1 | 2 | 0 | 3 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| 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 UEM, from 73 of the 77 answers that named it (only the models that return a source list).

### Domains cited

- cdn-dynmedia-1.microsoft.com: 27
- aimultiple.com: 24
- peerspot.com: 22
- legacy-us-images.foundryco.app: 21
- syncrosecure.com: 20
- spotsaas.com: 19
- cybersecuritynews.com: 18
- selecthub.com: 18
- softwareadvice.com: 18
- venn.com: 18

### Pages cited

- https://cdn-dynmedia-1.microsoft.com/is/content/microsoftcorp/microsoft/final/en-us/microsoft-brand/documents/idc-marketscape-worldwide-unifed-endpoint-management-software-2024-vendor-assessment-microsoft-2024-07-04.pdf: 25
- https://aimultiple.com/uem-software: 24
- https://legacy-us-images.foundryco.app/assets/2024/02/computerworld-uem-vendors-compared-2024.pdf: 21
- https://syncrosecure.com/blog/unified-endpoint-management-tools: 20
- https://cybersecuritynews.com/best-uem-solutions: 18
- https://geekflare.com/guides/best-uem-software: 16
- https://selecthub.com/c/unified-endpoint-management-tools: 15
- https://venn.com/learn/endpoint-security/unified-endpoint-management-software: 14

## In its own words

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

- Positioning: With Ivanti UEM you’ll get visibility across all endpoints, transparent cost structure, seamless integration with the rest of your tech stack and proactive security resolution. (https://www.ivanti.com/promo/experience-uem)
- Price stated: transparent pricing and predictable value (https://www.ivanti.com/promo/experience-uem)
- Customers named: Conair

## 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.