Five of fourteen models named Microsoft Hyper-V first on the direct prompt; one named Nutanix AHV. Both were named by all fourteen models and Microsoft Hyper-V carries 49 labels and Nutanix AHV 48, so the shares are not directly comparable.
Named in one category this edition.
Named in two categories 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 October 2026 Edition, Microsoft Hyper-V and Nutanix AHV were named in the same answer eighty-seven times, of the 146 answers naming Microsoft Hyper-V and the 144 naming Nutanix AHV. In those answers Nutanix AHV took the first choice fourteen times and Microsoft Hyper-V nineteen.
| Model | DirectMH | ParaphraseMH | ComparativeMH | Budget-constrainedMH | Scale-constrainedMH | NegativeMH |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | MH | MH | ||||
| GPT-5.4 mini | MH | MH | ||||
| Gemini 3.5 Flash | MH | MH | ||||
| Perplexity Sonar | MH | MH | ||||
| Grok 4.1 Fast | MH | MH | MH | MH | MH | MH |
| Mistral Small | MH | MH | MH | |||
| DeepSeek V4 Flash | MH | MH | MH | MH | ||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | MH | MH | MH | MH | MH | |
| Kimi K2 | MH | MH | MH | MH | MH | |
| GLM 4.7 FlashX | MH | MH | MH | MH | MH | MH |
| MiniMax M2.5 | MH | MH | MH | MH | ||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B | MH | MH |
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.
“Moderate caution: Hyper-V (Windows dependency)” Kimi K2 · negative prompt · soft negative
“the best all‑around server virtualization platform today is Microsoft Hyper‑V (with Windows Server + System Center/SCVMM or Azure Arc‑enabled VMs)” GLM 4.7 FlashX · direct prompt · first choice
“Primary choice: Microsoft Hyper-V — if you're already using Windows Server, this provides the best value with enterprise-grade features” Kimi K2 · direct prompt · first choice
“Proxmox VE or Microsoft Hyper-V (if Windows-focused) are popular choices because they balance cost, features, and ease of management.” Claude Haiku 4.5 · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Per-node software licensing is expensive for small deployments.” DeepSeek V4 Flash · budget prompt · hard negative
“You generally cannot buy just the hypervisor license cheaply anymore.” Qwen 3.7 Flash · negative prompt · soft negative
“Good for HCI, but cost + vendor lock-in needs evaluation.” DeepSeek V4 Flash · negative prompt · soft negative
“If you want the safest default recommendation for a mid-sized B2B company replacing VMware, I'd usually pick Nutanix Cloud Platform with AHV.” GPT-5.4 mini · paraphrase prompt · first choice
“my default recommendation would be Nutanix AHV if you want the closest commercial replacement to VMware” Perplexity Sonar · paraphrase prompt · first choice
“If you want the closest "VMware-like" experience with enterprise support: Go with Nutanix AHV” MiniMax M2.5 · paraphrase prompt · first choice
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.