One of fourteen models named DigitalOcean Droplets first on the direct prompt; one named Google Cloud. DigitalOcean Droplets was named by fourteen of the fourteen models and Google Cloud by thirteen and DigitalOcean Droplets carries 45 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.
Across every category in the October 2026 Edition, DigitalOcean Droplets and Google Cloud were named in the same answer eighty-five times, of the 118 answers naming DigitalOcean Droplets and the 253 naming Google Cloud. In those answers Google Cloud took the first choice five times and DigitalOcean Droplets twenty-four.
| 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. Six of eight in this category shown.
“Budget cloud providers with limited features such as DigitalOcean or Vultr if you need advanced managed services” Perplexity Sonar · negative prompt · soft negative
“these are generally better suited to: Smaller teams (fewer managed services), Less demanding compliance requirements” DeepSeek V4 Flash · paraphrase prompt · soft negative
“They lack the deep compliance certifications ... that large B2B clients often demand during security audits.” Gemini 3.5 Flash · paraphrase prompt · soft negative
“For most small businesses on a tight budget, DigitalOcean or Vultr at the $5–6/month tier offers the best balance” DeepSeek V4 Flash · budget prompt · first choice
“For most mid-market B2B companies, DigitalOcean or Vultr provide excellent value with simpler management” Kimi K2 · direct prompt · first choice
“Start with DigitalOcean ($4-6/month) if you want the easiest experience with room to grow” Kimi K2 · 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.
“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.