Three of fourteen models named Proxmox VE first on the direct prompt; three named VMware vSphere. Both were named by all fourteen models and Proxmox VE carries 70 labels and VMware vSphere 58, 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 October 2026 Edition, Proxmox VE and VMware vSphere were named in the same answer 137 times, of the 203 answers naming Proxmox VE and the 166 naming VMware vSphere. In those answers VMware vSphere took the first choice thirty-three times and Proxmox VE fifty-eight.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| 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. Six of seven in this category shown.
“Proxmox offers paid support and a stable enterprise repository; make sure you’ve decided whether you need those before relying on it in production.” GPT-6 Luna · negative prompt · soft negative
“demands strong internal expertise for production environments. Its lack of enterprise-grade support can be a risk” Mistral Small · negative prompt · soft negative
“"Cautious if you need enterprise-grade polish"” DeepSeek V4 Flash · negative prompt · soft negative
“It has emerged as the go-to alternative for SMBs and homelabs due to its lack of licensing fees, built-in backup solutions, and robust clustering capabilities.” Gemini 3.5 Flash · negative prompt · first choice
“For most small to mid-sized businesses with limited budgets, Proxmox VE or Microsoft Hyper-V (if Windows-focused) are popular choices” Claude Haiku 4.5 · budget prompt · first choice
“Best Overall for Tight Budgets ... It is the most popular, active, and cost-effective VMware alternative for general IT needs.” Gemini 3.5 Flash · 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.
“Avoid unless necessary: VMware vSphere — the cost increases post-Broadcom acquisition make it difficult to justify for mid-market budgets” Kimi K2 · direct prompt · hard negative
“Avoid for new or ongoing production deployments unless you have a specific support arrangement.” GPT-6 Luna · negative prompt · hard negative
“Why NOT VMware for Limited Budgets? ... prohibitively expensive” Kimi K2 · budget prompt · hard negative
“Industry leader in enterprise virtualization... For enterprises: VMware ESXi and Microsoft Hyper-V are the most feature-rich and widely supported.” Mistral Small · comparative prompt · first choice
“The Market Leader: VMware (vSphere / ESXi) ... Choose VMware if money is no object and you need the absolute most robust, feature-rich toolset” Qwen 3.7 Flash · comparative prompt · first choice
“Despite recent licensing controversies, VMware remains the industry benchmark for virtualization performance, security, and high availability.” Gemini 3.5 Flash · comparative 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.