Seven of fourteen models named Proxmox VE first on the direct prompt; zero named KVM. Proxmox VE was named by fourteen of the fourteen models and KVM by thirteen and Proxmox VE carries 76 labels and KVM 23, so the shares are not directly comparable.
Named in two categories this edition.
Named in one category this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the server virtualization platforms page.
Across every category in the November 2026 Edition, Proxmox VE and KVM were named in the same answer forty-two times, of the 220 answers naming Proxmox VE and the 47 naming KVM. In those answers KVM took the first choice one time and Proxmox VE fourteen.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| Mistral Small | KV | |||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | KV | |||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Proxmox VE — Cost-effective open-source option (watch enterprise support).” Grok 4.20 · scale prompt · soft negative
“Open-source, KVM-based, feature-rich (built-in backup, HA clustering, Ceph storage), highly popular for SMBs, edge compute, and cost-conscious enterprises.” Gemini 3.5 Flash · negative prompt · first choice
“Choose Proxmox VE if you want a cost-effective, open-source platform with robust HCI/Ceph support, built-in backup tools, and no software paywalls” Gemini 3.5 Flash · comparative prompt · first choice
“The best value-for-money solution. If you want to avoid being locked into a massive vendor relationship, Proxmox is the winner.” Qwen 3.7 Flash · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“KVM is heavily targeted. Researchers have discovered critical "guest-to-host escape" vulnerabilities” GLM 4.7 FlashX · negative prompt · soft negative
“Open-source, cost-effective, but may require more technical expertise.” Mistral Small · scale prompt · soft negative
“free software does not mean free operations” Perplexity Sonar · negative prompt · soft negative
“Open-source, integrated into Linux kernel, strong security track record” Kimi K2 · negative prompt · first choice
“KVM and Proxmox are also free and offer world-class performance.” Llama 4 Maverick · budget prompt · first choice
“Choose KVM (Proxmox) if you are building a lab, managing a budget business, or deeply integrated into the Linux world.” Qwen 3.7 Flash · comparative prompt · alternative
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.