| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Virtual desktops | IT operations and endpoint | 16% | 2 of 81 | 4% | 25 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 2 | 0 | 0 | 3 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 1 | 0 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.1 Fast | 3 | 0 | 0 | 0 | 3 |
| Mistral Small | 1 | 0 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 1 | 0 | 0 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 3 | 1 | 0 | 0 | 4 |
| Kimi K2 | 1 | 0 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 2 | 1 | 0 | 0 | 3 |
| MiniMax M2.5 | 1 | 0 | 1 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 1 | 0 | 2 |
Verbatim evidence the judge attached to positive labels.
“Microsoft dominates cloud-native virtual desktops through two distinct offerings: Azure Virtual Desktop (AVD): A highly flexible, consumption-based cloud VDI platform.” Gemini 3.5 Flash · Virtual desktops · comparative prompt · first choice
“Best if you are already deep in the Microsoft ecosystem (Azure AD + M365). Often the most cost-effective for general knowledge workers.” Qwen 3.7 Flash · Virtual desktops · scale prompt · first choice
“Already all-in on Microsoft 365? → Azure Virtual Desktop (if you want control) or Windows 365 (if you want simplicity).” DeepSeek V4 Flash · Virtual desktops · comparative prompt · first choice
“For most mid-sized B2B companies, Microsoft Azure Virtual Desktop or Amazon WorkSpaces are excellent choices” Mistral Small · Virtual desktops · paraphrase prompt · first choice
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.
“Cost concerns: Users report costs escalating quickly ... Complexity: Setup is noted as not straightforward” DeepSeek V4 Flash · Virtual desktops · 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 72 of the 79 answers that named Microsoft Azure Virtual Desktop and are not a share of its labels.
298 of the 298 domain citations in answers naming Microsoft Azure Virtual Desktop 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 Microsoft Azure Virtual Desktop'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 Microsoft Azure Virtual Desktop, 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 Microsoft Azure Virtual Desktop by email, built from the raw record of the edition. It shows:
Microsoft Azure Virtual Desktop is among the products AI models recommend first in Virtual desktops this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.