| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Virtual desktops | IT operations and endpoint | 0% | 17 of 81 | 26% | 27 | criticized challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 1 | 0 | 3 |
| GPT-5.4 mini | 0 | 2 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 2 | 0 | 2 | 4 |
| Mistral Small | 0 | 1 | 2 | 0 | 3 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 1 | 1 | 3 |
| Kimi K2 | 0 | 1 | 0 | 1 | 2 |
| GLM 4.7 FlashX | 0 | 3 | 0 | 0 | 3 |
| MiniMax M2.5 | 0 | 2 | 1 | 0 | 3 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 1 | 1 |
Verbatim evidence the judge attached to positive labels.
“Hybrid setups, IT admins wanting control | Recent spin-off (Omnissa) uncertainty, setup overhead” Grok 4.1 Fast · Virtual desktops · comparative prompt · alternative
“It is a cost-effective alternative to Citrix and VMware Horizon, the enterprise giants.” Claude Haiku 4.5 · Virtual desktops · comparative prompt · alternative
“Hybrid Consistency | Organizations transitioning from on-premises virtualization.” Qwen 3.7 Flash · Virtual desktops · comparative prompt · alternative
“VMware Horizon – Excellent for hybrid environments, strong management tools” MiniMax M2.5 · Virtual desktops · paraphrase 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.
“Avoid VMware Horizon if not hybrid/on-prem (post-Broadcom changes make it pricier/enterprise-oriented)” Grok 4.1 Fast · Virtual desktops · direct prompt · hard negative
“Avoid: Enterprise tools like Citrix/VMware (often $100+/user/year + infra) unless scaling big.” Grok 4.1 Fast · Virtual desktops · budget prompt · hard negative
“Avoid Citrix/VMware Horizon unless you have specific legacy requirements” Kimi K2 · Virtual desktops · paraphrase prompt · hard negative
“Citrix and VMware Horizon dominated virtual desktops, but recent licensing overhauls, price increases, and corporate spin-offs ... have driven mid-market companies away.” Gemini 3.5 Flash · Virtual desktops · direct 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 74 of the 89 answers that named VMware Horizon and are not a share of its labels.
298 of the 298 domain citations in answers naming VMware Horizon came from somebody else's page.
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 VMware Horizon'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 VMware Horizon, 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 VMware Horizon by email, built from the raw record of the edition. It shows: