Two of fourteen models named V2 Cloud first on the direct prompt; one named Citrix DaaS. V2 Cloud was named by eleven of the fourteen models and Citrix DaaS by fourteen and V2 Cloud carries 31 labels and Citrix DaaS 61, 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 November 2026 Edition, V2 Cloud and Citrix DaaS were named in the same answer fifty-six times, of the 89 answers naming V2 Cloud and the 190 naming Citrix DaaS. In those answers Citrix DaaS took the first choice one time and V2 Cloud nineteen.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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.
“some of the top virtual desktop platforms for mid-market B2B companies include V2 Cloud, Windows 365, Kasm Workspaces, and Cameyo by Google” Llama 4 Maverick · direct prompt · first choice
“No IT team / need quick onboarding: V2 Cloud ~$40/mo or Apps4Rent ~$10/user/mo managed is the most budget-friendly managed route.” Muse Glimmer 30B · budget prompt · first choice
“V2 Cloud stands out as the best virtual desktop (VDI/DaaS) platform for most companies with a limited budget” Grok 4.20 · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Any platform with a history of critical gateway vulnerabilities that are repeatedly discovered in the field, such as the NetScaler / Citrix ADC family cited above” Muse Glimmer 30B · negative prompt · hard negative
“Citrix's total cost and operational complexity exceed what's justified, and it's overengineered and overpriced” Claude Haiku 4.5 · paraphrase prompt · hard negative
“Multiple AI models explicitly warn against it due to these issues.” Mistral Small · negative prompt · hard negative
“Considered the gold standard of virtual desktop infrastructure, Citrix is the most mature and feature-rich platform.” DeepSeek V4 Flash · comparative prompt · first choice
“or Citrix DaaS if you need advanced performance features for demanding workloads” Claude Haiku 4.5 · direct prompt · first choice
“Enterprise Workforce | Citrix DaaS, Microsoft Windows 365, VMware Horizon” Qwen 3.7 Flash · negative 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.