Seven of fourteen models named Proxmox VE first on the direct prompt; one named Nutanix AHV. Both were named by all fourteen models and Proxmox VE carries 76 labels and Nutanix AHV 56, 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 Nutanix AHV were named in the same answer 146 times, of the 220 answers naming Proxmox VE and the 158 naming Nutanix AHV. In those answers Nutanix AHV took the first choice thirty-four times and Proxmox VE forty-four.
| 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 | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| 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 eight in this category shown.
“pricing is geared toward mid-to-large enterprises” DeepSeek V4 Flash · budget prompt · hard negative
“Only choose this if you have a higher budget ($50k+) and want to simplify your storage layer entirely.” Qwen 3.7 Flash · scale prompt · soft negative
“Nutanix is worth evaluating only if you want full hyperconverged simplicity and have budget to spare.” DeepSeek V4 Flash · direct prompt · soft negative
“If you need minimal retraining, vendor support and an HCI stack that replaces vSphere + vSAN with little architecture change: Nutanix AHV on Nutanix Cloud Infrastructure.” Muse Glimmer 30B · paraphrase prompt · first choice
“For most mid-sized B2B companies, Nutanix AHV offers the best balance of enterprise-grade functionality, operational simplicity, and cost predictability” Claude Haiku 4.5 · paraphrase prompt · first choice
“I'd lean toward Nutanix AHV if you want a streamlined, enterprise-grade platform” GPT-5.4 mini · direct 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.