Cloud hosting · October 2026 Edition
Microsoft Azure vs Google Cloud
Four of fourteen models named Microsoft Azure first on the direct prompt; one named Google Cloud. Microsoft Azure was named by fourteen of the fourteen models and Google Cloud by thirteen and Microsoft Azure carries 37 labels and Google Cloud 57, so the shares are not directly comparable.
Named in five categories this edition.
Named in twenty-three categories this edition.
First-choice share20%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate8%23%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#7A position in a field of 12; printed, not drawn.
Labels3757A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Microsoft Azure reading right to left. Rank and label count are printed, not drawn.Amazon Web Services was named alongside these two in twelve of the fourteen direct answers. Amazon Web Services vs Microsoft Azure · Amazon Web Services vs Google Cloud · Microsoft Azure vs DigitalOcean Droplets
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.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Microsoft AzureFirst choices, of fourteen modelsGoogle Cloud
Direct411 against Microsoft Azure · 1 against Google Cloud
Paraphrase601 against Google Cloud
Comparative11
Budget-constrained001 against Microsoft Azure · 4 against Google Cloud
Scale-constrained00
Negative111 against Microsoft Azure · 7 against Google Cloud
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Across every category in the October 2026 Edition, Microsoft Azure and Google Cloud were named in the same answer 113 times, of the 127 answers naming Microsoft Azure and the 253 naming Google Cloud. In those answers Google Cloud took the first choice one time and Microsoft Azure twenty-eight.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Microsoft Azure and Google Cloud stood in it.
| 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 | | | | |
Microsoft Azure Google Cloud first choice named as an alternative argued againstblank: not namedEach cell is one answer, Microsoft Azure on the left and Google Cloud on the right.The direct prompt
The plain question, one answer per model, grouped by where Microsoft Azure and Google Cloud stood in it.
Both were the first choice
1 of 14 modelsThe answer named them together, and the judge labeled each a first choice.Mistral SmallAmazon Web Services, Google Cloud, Microsoft Azure
Microsoft Azure first, Google Cloud an alternative
3 of 14 modelsGoogle Cloud was named in the answer but not as the choice, or not at all.DeepSeek V4 FlashMicrosoft Azure alternatives: Amazon Web Services, DigitalOcean Droplets, Google Cloud, Liquid Web
Qwen 3.7 FlashMicrosoft Azure alternatives: Amazon Web Services, Google Cloud
GLM 4.7 FlashXMicrosoft Azure alternatives: Amazon Web Services, Google Cloud
Neither was the first choice, one was named
7 of 14 modelsThe answer put something else first and named one of the two as an alternative.GPT-5.4 miniAmazon Web Services alternatives: Google Cloud, Microsoft Azure
Gemini 3.5 FlashAmazon Web Services alternatives: Akamai Connected Cloud, Cloudways, DigitalOcean Droplets, Google Cloud, Microsoft Azure, Render
Perplexity SonarAmazon Web Services alternatives: Atlantic.Net, Google Cloud, Hostinger
Grok 4.1 FastAmazon Web Services alternatives: Google Cloud, Microsoft Azure
Kimi K2DigitalOcean Droplets, Vultr alternatives: Amazon Web Services, Atlantic.Net, Google Cloud, Microsoft Azure
GPT-6 LunaAmazon Web Services alternatives: Azure, Google Cloud
Muse Glimmer 30BAmazon Web Services alternatives: Azure, DigitalOcean Droplets, Google Cloud, InMotion Hosting, Kamatera, Liquid Web
Neither was named
3 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Hyve Managed Hosting alternatives: Atlantic.Net, Kamatera
Llama 4 Maverickno first choice
MiniMax M2.5Amazon Web Services, Azure
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.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Microsoft Azure leads by three points.
Microsoft Azure5%#7 of 14Google Cloud2%#11 of 14Mid-marketThe figures above
Microsoft Azure leads by eighteen points.
Microsoft Azure20%#2 of 12Google Cloud2%#7 of 12Enterprise
Microsoft Azure leads by thirty-eight points.
Microsoft Azure38%#2 of 8Google Cloud0%#6 of 8What the models said about Microsoft Azure
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
What the models said about Google Cloud
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
Also compared
Amazon Web Services vs Microsoft AzureAmazon Web Services vs Google CloudMicrosoft Azure vs DigitalOcean DropletsMicrosoft Azure vs HostingerMicrosoft Azure vs VultrMicrosoft Azure vs AzureDigitalOcean Droplets vs Google CloudHostinger vs Google CloudVultr vs Google CloudAzure vs Google CloudAll twenty-one head-to-head pages and the full cloud hosting standing
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.