Four of fourteen models named Microsoft Azure first on the direct prompt; one named DigitalOcean Droplets. Both were named by all fourteen models and Microsoft Azure carries 37 labels and DigitalOcean Droplets 45, so the shares are not directly comparable.
Named in five categories 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 cloud hosting page.
Across every category in the October 2026 Edition, Microsoft Azure and DigitalOcean Droplets were named in the same answer sixty times, of the 127 answers naming Microsoft Azure and the 118 naming DigitalOcean Droplets. In those answers DigitalOcean Droplets took the first choice seventeen times and Microsoft Azure eleven.
| 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 seven in this category shown.
“the breadth offered by AWS, Microsoft Azure, and Google Cloud can create billing and support challenges for small teams” Claude Haiku 4.5 · direct prompt · soft negative
“not recommended for limited budgets because their pay-as-you-go billing is highly complex” Gemini 3.5 Flash · budget prompt · soft negative
“Longest average outages (14.6 hours per incident ... ) ... watch for global disruptions.” Grok 4.1 Fast · negative prompt · soft negative
“Start with Azure if: You use Microsoft products, need strong hybrid cloud, or have existing Microsoft licenses” GLM 4.7 FlashX · direct prompt · first choice
“the major hyperscalers (AWS, Microsoft Azure, Google Cloud Platform) generally offer superior reliability” DeepSeek V4 Flash · negative prompt · first choice
“For most mid-sized B2B companies, Microsoft Azure is the safest and most business-aligned choice” Gemini 3.5 Flash · paraphrase 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.
“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
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.