Vultr vs Google Cloud
One of fourteen models named Vultr first on the direct prompt; one named Google Cloud. Vultr was named by eleven of the fourteen models and Google Cloud by thirteen and Vultr carries 29 labels and Google Cloud 57, so the shares are not directly comparable.
Named in one category this edition.
Named in twenty-three categories 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 cloud hosting page.
By framing
VultrFirst choices, of fourteen modelsGoogle Cloud
Across every category in the October 2026 Edition, Vultr and Google Cloud were named in the same answer forty times, of the 62 answers naming Vultr and the 253 naming Google Cloud. In those answers Google Cloud took the first choice four times and Vultr two.
Every model, every framing
| 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 | | | | | |
Vultr Google Cloud first choice named as an alternative argued againstblank: not namedEach cell is one answer, Vultr on the left and Google Cloud on the right.The direct prompt
Vultr first, Google Cloud an alternative
1 of 14 modelsGoogle Cloud was named in the answer but not as the choice, or not at all.Google Cloud first, Vultr not the choice
1 of 14 modelsVultr was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
9 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
3 of 14 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
Vultr5%#5 of 14Google Cloud2%#11 of 14Vultr0%#– of 8Google Cloud0%#6 of 8What the models said about Vultr
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“such as DigitalOcean or Vultr ... trade simplicity and lower cost for fewer enterprise features” Perplexity Sonar · negative prompt · soft negative
“Generally has worse uptime than DigitalOcean according to multiple comparisons” GLM 4.7 FlashX · negative prompt · soft negative
“these are generally better suited to: Smaller teams (fewer managed services)” DeepSeek V4 Flash · paraphrase prompt · soft negative
“DigitalOcean or Vultr at the $5–6/month tier offers the best balance of cost, reliability, and usability” DeepSeek V4 Flash · budget prompt · first choice
“DigitalOcean or Vultr provide excellent value with simpler management” Kimi K2 · direct prompt · first choice
“Vultr simplifies cloud hosting at highly economical costs, with plans starting at as low as $2.5/month.” Muse Glimmer 30B · budget prompt · alternative
What the models said about Google Cloud
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Raw hyperscalers like AWS, Google Cloud, and Azure ... require more self-management, and can become expensive” Perplexity Sonar · negative prompt · soft negative
“the major hyperscalers (AWS, Microsoft Azure, Google Cloud Platform) generally offer superior reliability” DeepSeek V4 Flash · negative prompt · first choice
“Google Cloud Platform (GCP) is known for its data analytics, AI/ML capabilities, and competitive pricing” Mistral Small · direct prompt · first choice
“GCP (3rd, fastest-growing ~28% YoY) | Data analytics, AI/ML, containers” Grok 4.1 Fast · comparative 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.