| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Virtual desktops | IT operations and endpoint | 9% | 4 of 81 | 3% | 32 | accepted challenger | |
| Remote support and remote access | IT operations and endpoint | 0% | 40 of 77 | 0% | 1 | under 10 labels · led by Splashtop Remote Support at 23% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 1 | 0 | 2 |
| Gemini 3.5 Flash | 1 | 2 | 0 | 0 | 3 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 3 | 2 | 0 | 5 |
| Mistral Small | 1 | 0 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 1 | 2 | 0 | 1 | 4 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 1 | 5 | 0 | 0 | 6 |
| GLM 4.7 FlashX | 0 | 2 | 0 | 0 | 2 |
| MiniMax M2.5 | 1 | 0 | 1 | 0 | 2 |
| GPT-6 Luna | 3 | 2 | 1 | 0 | 6 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“For most budget-constrained small businesses, Windows 365 or Amazon WorkSpaces offer the best balance of affordability, reliability, and ease of management.” DeepSeek V4 Flash · Virtual desktops · budget prompt · first choice
“For most small to midsize organizations, Windows 365 or Azure Virtual Desktop (if you are all-in on Windows and Azure) are simpler and more cost-effective choices.” Mistral Small · Virtual desktops · negative prompt · first choice
“Microsoft Windows 365 (Cloud PC): The easiest to manage if your IT team is already deeply integrated with Microsoft Intune.” Gemini 3.5 Flash · Virtual desktops · scale prompt · first choice
“Want a personal cloud PC with predictable billing and minimal infrastructure work? Start with Windows 365.” GPT-6 Luna · Virtual desktops · comparative 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.
“Less flexible; per-user cost regardless of usage; not ideal for pooled/shared” DeepSeek V4 Flash · Virtual desktops · scale 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 103 of the 105 answers that named Windows 365 and are not a share of its labels.
No domain is on file for Windows 365, 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 Windows 365'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 Windows 365, 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 Windows 365 by email, built from the raw record of the edition. It shows: