# Amazon Web Services vs Google Cloud: which do AI models recommend for cloud hosting, October 2026

IT AI Recommendation Index, October 2026 Edition, Cloud hosting. Eight of fourteen models named Amazon Web Services first on the direct prompt; one named Google Cloud. Page: https://it-ai-index.com/cloud/cloud-hosting/amazon-web-services-vs-google-cloud/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Amazon Web Services | 32% | #1 of 12 | 20% | 59 | 14 of 14 |
| Google Cloud | 2% | #7 of 12 | 23% | 57 | 13 of 14 |

## The direct prompt, model by model

- Mistral Small: both first (first choices: Amazon Web Services, Google Cloud, Microsoft Azure)
- GPT-5.4 mini: amazon web services first (first choices: Amazon Web Services) (alternatives: Google Cloud, Microsoft Azure)
- Gemini 3.5 Flash: amazon web services first (first choices: Amazon Web Services) (alternatives: Akamai Connected Cloud, Cloudways, DigitalOcean Droplets, Google Cloud, Microsoft Azure, Render)
- Perplexity Sonar: amazon web services first (first choices: Amazon Web Services) (alternatives: Atlantic.Net, Google Cloud, Hostinger)
- Grok 4.1 Fast: amazon web services first (first choices: Amazon Web Services) (alternatives: Google Cloud, Microsoft Azure)
- MiniMax M2.5: amazon web services first (first choices: Amazon Web Services, Azure)
- GPT-6 Luna: amazon web services first (first choices: Amazon Web Services) (alternatives: Azure, Google Cloud)
- Muse Glimmer 30B: amazon web services first (first choices: Amazon Web Services) (alternatives: Azure, DigitalOcean Droplets, Google Cloud, InMotion Hosting, Kamatera, Liquid Web)
- DeepSeek V4 Flash: neither first, one named (first choices: Microsoft Azure) (alternatives: Amazon Web Services, DigitalOcean Droplets, Google Cloud, Liquid Web)
- Qwen 3.7 Flash: neither first, one named (first choices: Microsoft Azure) (alternatives: Amazon Web Services, Google Cloud)
- Kimi K2: neither first, one named (first choices: DigitalOcean Droplets, Vultr) (alternatives: Amazon Web Services, Atlantic.Net, Google Cloud, Microsoft Azure)
- GLM 4.7 FlashX: neither first, one named (first choices: Microsoft Azure) (alternatives: Amazon Web Services, Google Cloud)
- Claude Haiku 4.5: neither named (first choices: Hyve Managed Hosting) (alternatives: Atlantic.Net, Kamatera)
- Llama 4 Maverick: neither named

## What the models said about Amazon Web Services

- "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)

## What the models said about Google Cloud

- "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)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.