One of fourteen models named Akamai Connected Cloud first on the direct prompt; zero named Vultr. Akamai Connected Cloud was named by eleven of the fourteen models and Vultr by thirteen and Akamai Connected Cloud carries 30 labels and Vultr 24, so the shares are not directly comparable.
Named in four 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 November 2026 Edition, Akamai Connected Cloud and Vultr were named in the same answer forty-nine times, of the 90 answers naming Akamai Connected Cloud and the 69 naming Vultr. In those answers Vultr took the first choice two times and Akamai Connected Cloud zero.
| 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.
“Linode (Akamai) or Vultr are often praised for better support than DigitalOcean and more transparent pricing than AWS” Qwen 3.7 Flash · negative prompt · first choice
“a simplified hyperscaler approach (DigitalOcean or Linode) offers the best balance of cost, complexity, and support” GLM 4.7 FlashX · direct prompt · first choice
“DigitalOcean or Linode typically offer the best combination of affordability, ease of use, and performance” Claude Haiku 4.5 · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“unexpected account suspensions, payment blocks, unreasonable verification demands” GLM 4.7 FlashX · negative prompt · hard negative
“Vultr scored only 1.5/5 based on customer reviews” DeepSeek V4 Flash · negative prompt · hard negative
“Linode (Akamai) or Vultr are often praised for better support than DigitalOcean” Qwen 3.7 Flash · negative prompt · first choice
“DigitalOcean or Vultr are often the best starting points” MiniMax M2.5 · budget prompt · first choice
“Vultr: Most data center locations (30+), very competitive pricing starting at $2.50/month” Kimi K2 · direct prompt · alternative
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.