Eight of fourteen models named Amazon Web Services first on the direct prompt; one named DigitalOcean Droplets. Both were named by all fourteen models and Amazon Web Services carries 59 labels and DigitalOcean Droplets 45, so the shares are not directly comparable.
Named in three 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, Amazon Web Services and DigitalOcean Droplets were named in the same answer ninety-seven times, of the 190 answers naming Amazon Web Services and the 118 naming DigitalOcean Droplets. In those answers DigitalOcean Droplets took the first choice thirty times and Amazon Web Services twenty-eight.
| 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.
“Avoid AWS and Azure for limited budgets” Kimi K2 · budget prompt · hard negative
“Raw hyperscalers like AWS, Google Cloud, and Azure if you want simple hosting for a small site or startup, because they are often too complex” Perplexity Sonar · negative prompt · soft negative
“AWS and Google Cloud both had multiple outages affecting core services and authentication/infrastructure components in recent history.” GPT-5.4 mini · negative prompt · soft negative
“As the first mover in the industry, AWS holds the largest market share. It offers the broadest selection of services and the most mature global infrastructure.” Qwen 3.7 Flash · comparative prompt · first choice
“the best cloud hosting providers for a mid-market B2B company are typically Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform (GCP)” Mistral Small · direct prompt · first choice
“Broadest services (240+), massive ecosystem, mature scalability/security. Pioneer/leader (30-31% market share). ... AWS wins most new workloads for breadth” Grok 4.1 Fast · direct 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.