# vSphere: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Server virtualization platforms](https://www.gane.ai/index/it/cloud/server-virtualization-platforms/index.md) | 0% | 44 | 50% | 2 |

## What the models said for it

- "Prefer "Hardware-Agnostic" platforms like Proxmox or VMware vSphere that run on standard commodity servers." (Qwen 3.7 Flash, Server virtualization)

## And against it

- "Avoid: vSphere 7.0 (EOL in 2025)." (GLM 4.7 FlashX, Server virtualization)

## 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 | 0 | 0 | 0 |
| 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 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| 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 vSphere, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 2
- networkworld.com: 2
- app.opencve.io: 1
- cdw.com: 1
- cisco.com: 1
- citrix.com: 1
- cloudhypervisor.org: 1
- cm-alliance.com: 1
- computerworld.com: 1
- csrc.nist.gov: 1

### Pages cited

- https://app.opencve.io/cve/CVE-2026-42493: 1
- https://cdw.com/content/cdw/en/articles/datacenter/modernizing-virtualization-and-hypervisor-strategy.html: 1
- https://cisco.com/c/dam/en_us/training-events/events/engage-tech-days/2026/milwaukee/edge-to-core-redefining-virtualization-with-cisco-intersight.pdf: 1
- https://citrix.com/platform/xenserver.ext.html: 1
- https://cloudhypervisor.org/blog/cloud-hypervisor-v52.0-released: 1
- https://cm-alliance.com/cybersecurity-blog/enterprise-server-virtualization-platforms-for-security-and-resilience: 1
- https://computerworld.com/article/1649310/virtualization-gotchas-part-1.html: 1
- https://computerworld.com/article/1650175/five-more-ways-to-screw-up-virtualization.html: 1

## 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.