| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Server virtualization platforms | Cloud and infrastructure | 0% | 15 of 78 | 25% | 12 | criticized challenger | |
| Virtual desktops | IT operations and endpoint | 0% | 68 of 81 | 100% | 1 | under 10 labels · led by Azure Virtual Desktop at 22% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 1 | 2 |
| GPT-5.4 mini | 0 | 1 | 1 | 1 | 3 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 1 | 1 | 3 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 2 | 0 | 0 | 2 |
Verbatim evidence the judge attached to positive labels.
“Good if your company is already deep in the Microsoft ecosystem, though Windows licensing can make it less budget-friendly.” GPT-5.4 mini · Server virtualization · budget prompt · alternative
“Best Windows-centered option: Hyper-V - native with Windows Server, good if you already hold Microsoft licences” Muse Glimmer 30B · Server virtualization · scale prompt · alternative
“Hyper-V holds the largest mind share of 19.3%... ideal for Microsoft-centric environments.” Claude Haiku 4.5 · Server virtualization · comparative prompt · alternative
“Hyper-V is the cheapest correct answer, costs whatever Windows Server already costs you” Muse Glimmer 30B · Server virtualization · budget prompt · alternative
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“built on a hypervisor (like VMware or Hyper-V) that is not frequently patched, your entire environment is at risk” GLM 4.7 FlashX · Virtual desktops · negative prompt · soft negative
“A 2024 Hyper-V vulnerability (CVE-2024-49117) allowed malicious code from a guest VM to escape to the host” Claude Haiku 4.5 · Server virtualization · negative prompt · soft negative
“you should be cautious if it's tied to an unsupported Windows Server version or an old host build” GPT-5.4 mini · Server virtualization · negative prompt · soft negative
“TechRadar notes limited Linux support and fewer capabilities than some alternatives.” Perplexity Sonar · Server virtualization · negative prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 24 of the 31 answers that named Hyper-V and are not a share of its labels.
No domain is on file for Hyper-V, so its own site is not marked.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read October 5, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Hyper-V's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Hyper-V, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for Hyper-V by email, built from the raw record of the edition. It shows: