13 categories · RankedAzure
Why models recommend it
“unless your company is already deeply invested in Microsoft, in which case Azure may be the better fit”GPT-6 Luna · Direct question · alternative
“Established big players like AWS, Google Cloud, Azure ... are generally safer for reliability”Grok 4.20 · Negative question · alternative
“Choose Azure if you're heavily invested in Windows Server or SQL Server.”GPT-6 Luna · Paraphrase question · alternative
“they are generally more reliable than the smaller providers listed above”GLM 4.7 FlashX · Negative question · alternative
What gives them pause
“Avoid the Big 3 (AWS, Azure, GCP) unless you're already invested”DeepSeek V4 Flash · Budget-constrained question · warning
“Avoid big providers like AWS, Azure, or Google Cloud”Grok 4.20 · Budget-constrained question · warning
“Why avoid the "Big Three" (AWS, Azure, Google)?”Qwen 3.7 Flash · Budget-constrained question · warning
“AWS, Azure, and Google Cloud for a simple, predictable setup: They're capable providers, but their many services and variable charges can make costs harder to forecast”GPT-6 Luna · Negative question · warning
Also on the shortlist
The products named in the same answers as Azure, over the 94 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 51 | 0 | View → | |
| 48 | 6 | View → | |
| 36 | 14 | View → | |
| 24 | 3 | View → | |
| 21 | 3 | View → | |
| 21 | 0 | View → | |
| 17 | 0 | View → | |
| 16 | 2 | View → | |
| 8 | 1 | View → | |
| 7 | 3 | View → |
What the models named instead of Azure →
A side-by-side page exists where both products are among a category's top eight.
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 75 of the 94 answers that named Azure and are not a share of its labels.
Domains cited
Ninety-five of the 103 domain citations in answers naming Azure came from a third party's page. Eight were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 2 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 2 | 2 |
| Gemini 3.5 Flash | 0 | 1 | 1 | 2 | 4 |
| Perplexity Sonar | 0 | 0 | 1 | 1 | 2 |
| Grok 4.20 | 0 | 1 | 2 | 4 | 7 |
| Mistral Small | 0 | 0 | 1 | 1 | 2 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 2 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 1 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 3 | 3 |
| Kimi K2 | 0 | 0 | 2 | 2 | 4 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 1 | 3 |
| MiniMax M2.5 | 0 | 0 | 2 | 0 | 2 |
| GPT-6 Luna | 0 | 2 | 0 | 1 | 3 |
| Muse Glimmer 30B | 0 | 0 | 2 | 0 | 2 |