Zero of fourteen models named V2 Cloud first on the direct prompt; three named Nerdio Manager. V2 Cloud was named by ten of the fourteen models and Nerdio Manager by nine and V2 Cloud carries 23 labels and Nerdio Manager 18, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the virtual desktops page.
Across every category in the October 2026 Edition, V2 Cloud and Nerdio Manager were named in the same answer twenty-three times, of the 73 answers naming V2 Cloud and the 48 naming Nerdio Manager. In those answers Nerdio Manager took the first choice two times and V2 Cloud nine.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Best overall for most limited‑budget companies: a managed cloud‑VDI (DaaS) service at $30‑$45 per user/month (e.g., V2 Cloud, XTIUM DaaS, or Kasm Workspaces)” GLM 4.7 FlashX · budget prompt · first choice
“The best virtual desktop platform for a company with a limited budget is V2 Cloud” Llama 4 Maverick · budget prompt · first choice
“V2 Cloud is often cited as the top choice for small businesses on a tight budget” Mistral Small · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Steep learning curve: Users consistently report that the interface is overwhelming and less intuitive.” DeepSeek V4 Flash · negative prompt · soft negative
“the strongest recommendation is a combination of Nerdio Manager running on top of Microsoft Azure Virtual Desktop (AVD)” Qwen 3.7 Flash · paraphrase prompt · first choice
“Nerdio Manager + Azure Virtual Desktop is the most frequently recommended mid-market path for cost control and ease of admin.” Muse Glimmer 30B · direct prompt · first choice
“Specifically highlighted in G2 reviews as one of the top platforms for mid-market companies” MiniMax M2.5 · direct prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.