One of fourteen models named Nutanix AHV first on the direct prompt; one named VMware vSphere. Both were named by all fourteen models and Nutanix AHV carries 56 labels and VMware vSphere 64, so the shares are not directly comparable.
Named in one category 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, Nutanix AHV and VMware vSphere were named in the same answer 117 times, of the 158 answers naming Nutanix AHV and the 191 naming VMware vSphere. In those answers VMware vSphere took the first choice thirty-three times and Nutanix AHV 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 4.20 | ||||||
| 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. 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“VMware vSphere is a platform that some AI models recommend avoiding unless necessary, due to the cost increases post-Broadcom acquisition” Llama 4 Maverick · negative prompt · hard negative
“End of general support (Oct 2025 for 7.x).<br>- No new security patches, bug fixes, or standard support after EOL.” Grok 4.20 · negative prompt · hard negative
“What to Avoid on a Budget - VMware vSphere/ESXi ... No longer viable for budget-conscious SMBs.” DeepSeek V4 Flash · budget prompt · hard negative
“Stay with VMware. VCF or VVF on the terms above. ... While vSphere's performance and vSAN integration remain unmatched, mid-market enterprises are experiencing up to 3x price hikes upon renewal.” Muse Glimmer 30B · scale prompt · first choice
“Widely regarded as the leader in enterprise virtualization, offering robust scalability, centralized management, and strong performance for large-scale environments.” Mistral Small · comparative prompt · first choice
“For over a decade, VMware was the undisputed king of virtualization. It sets the industry standard for features, management, and reliability.” Qwen 3.7 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.