| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Server virtualization platforms | Cloud and infrastructure | 0% | 14 of 78 | 8% | 12 | accepted challenger | |
| Virtual desktops | IT operations and endpoint | 0% | 60 of 81 | 0% | 1 | under 10 labels · led by Azure Virtual Desktop at 22% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.1 Fast | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 1 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 2 | 0 | 0 | 2 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 1 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 2 | 0 | 2 |
Verbatim evidence the judge attached to positive labels.
“Choose Red Hat OpenShift Virtualization if you are actively modernizing your applications” Gemini 3.5 Flash · Server virtualization · comparative prompt · alternative
“Red Hat OpenShift Virtualization - For container-native hybrid workloads” MiniMax M2.5 · Server virtualization · negative prompt · alternative
“Red Hat now recommends Red Hat OpenShift Virtualization instead” GLM 4.7 FlashX · Server virtualization · negative prompt · alternative
“Enterprise KVM with container integration, strong support” Kimi K2 · Server virtualization · negative 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.
“Good for container-native + VM hybrid, but higher skill barrier.” DeepSeek V4 Flash · 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 39 of the 41 answers that named Red Hat OpenShift Virtualization and are not a share of its labels.
122 of the 132 domain citations in answers naming Red Hat OpenShift Virtualization came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read September 28, 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.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| News or press | 1,934 | 1 | 2026-07-08 | API management, Object storage | |
| Blog | 1,265 | 10 | 2026-09-25 | API management, Object storage | |
| Conference or event | 113 | 0 | 2021-06-07 | ||
| Webinar or virtual event | 29 | 0 | 2020-09-28 | ||
| Case study | 13 | 0 | 2021-06-30 | ||
| Comparison | 8 | 0 | 2018-05-21 | ||
| Report or ebook | 6 | 0 | 2021-05-20 | ||
| Podcast or video | 4 | 0 | 2025-06-05 | ||
| Glossary or explainer | 1 | undated |
As the event pages on redhat.com state them, read September 28, 2026.
Every page redhat.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Of its titles that name a category, most name API management (11); 0 name its categories the models place it in. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
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.
What Red Hat OpenShift Virtualization's own pages state, read October 5, 2026: redhat.com, redhat.com/zh-cn/trust, redhat.com/en/solutions/public-sector/dod-devsecops, redhat.com/zh-cn/customers, redhat.com/zh-cn/partners. A claimed page can correct any of them.
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 Red Hat OpenShift Virtualization'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 Red Hat OpenShift Virtualization, 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 Red Hat OpenShift Virtualization by email, built from the raw record of the edition. It shows: