# KVM-based platforms: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/kvm-based-platforms

## 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% | 24 | 0% | 1 |

## What the models said for it

- "Choose KVM/OpenStack or oVirt when Linux flexibility and customization matter most." (Perplexity Sonar, 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 | 1 | 0 | 0 | 1 |
| 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 | 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 KVM-based platforms, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- guideflow.com: 2
- peerspot.com: 2
- sangfor.com: 2
- techdogs.com: 2
- artsyltech.com: 1
- blog.korecs.net: 1
- ciopages.com: 1
- cm-alliance.com: 1
- computerworld.com: 1
- eagleeyet.net: 1

### Pages cited

- https://guideflow.com/blog/server-virtualization-software: 2
- https://sangfor.com/blog/cloud-and-infrastructure/list-of-best-hypervisors-2026: 2
- https://techdogs.com/td-articles/product-mine/best-server-virtualization-software: 2
- https://artsyltech.com/blog/enterprise-infrastructure-platforms-virtualized-workloads: 1
- https://blog.korecs.net/proxmox-hyper-v-or-vmware-choosing-the-right-hypervisor-for-the-right-workload: 1
- https://ciopages.com/buyer-guides/virtualization-platform: 1
- https://cm-alliance.com/cybersecurity-blog/enterprise-server-virtualization-platforms-for-security-and-resilience: 1
- https://computerworld.com/article/1698047/the-best-and-worst-parts-of-server-virtualization-products-2.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.