Managed Kubernetes platforms · RankedAzure Kubernetes Service
Azure Kubernetes Service is a managed Kubernetes platform from Microsoft · azure.microsoft.com ↗
Read the same way at every company size.
The standing depends on who is buying. Every model is asked the same questions for each company size.
DigitalOcean Kubernetes is first at 62%.
Google Kubernetes Engine is first at 52%. 1 of 14 models made it the first choice when asked directly.
Google Kubernetes Engine is first at 57%.
Why models recommend it
“start with GKE Autopilot (highest level of management) or AKS (if Microsoft-aligned)”Grok 4.20 · Scale-constrained question · first choice
“For production at scale: Stick with GKE or AKS unless you have strong reasons to prefer AWS.”DeepSeek V4 Flash · Negative question · first choice
“### 1. Azure Kubernetes Service (AKS) — Best for Microsoft-centric organizations”GLM 4.7 FlashX · Paraphrase question · first choice
“EKS, GKE, or AKS are the top picks due to their maturity and ecosystem”Mistral Small · Paraphrase question · first choice
What gives them pause
“What to Avoid (The "Expensive" Options) ... AWS EKS, Google GKE, and Azure AKS ... budget killers”Qwen 3.7 Flash · Budget-constrained question · warning
“I would never ever recommend Azure to literally any organization no matter the size.”Muse Glimmer 30B · Negative question · warning
“Often described as "mostly bad" experiences, especially for non-Azure-native teams.”Grok 4.20 · Negative question · warning
“Avoid hyperscalers (AWS, Azure, GCP) unless you already have credits”DeepSeek V4 Flash · Budget-constrained question · warning
Also on the shortlist
The products named in the same answers as Azure Kubernetes Service, over the 200 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 197 | 5 | Compare → | |
| 194 | 74 | Compare → | |
| 91 | 7 | View → | |
| 90 | 40 | Compare → | |
| 72 | 0 | View → | |
| 46 | 1 | View → | |
| 46 | 0 | Compare → | |
| 32 | 1 | View → | |
| 29 | 0 | View → | |
| 25 | 1 | View → |
What the models named instead of Azure Kubernetes Service →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Azure Kubernetes Service's own site, not checked by Gane.
- Also from Azure
- Azure ACR, Azure AD Conditional Access, Azure AD Graph API, Azure AI Document Intelligence, Azure AI Foundry, Azure AI Gateway and 81 more
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 165 of the 200 answers that named Azure Kubernetes Service and are not a share of its labels.
Domains cited
463 of the 506 domain citations in answers naming Azure Kubernetes Service came from a third party's page. Forty-three 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 | 3 | 1 | 0 | 4 |
| GPT-5.4 mini | 0 | 3 | 0 | 1 | 4 |
| Gemini 3.5 Flash | 0 | 3 | 1 | 1 | 5 |
| Perplexity Sonar | 0 | 3 | 0 | 2 | 5 |
| Grok 4.20 | 1 | 5 | 0 | 1 | 7 |
| Mistral Small | 1 | 1 | 2 | 1 | 5 |
| DeepSeek V4 Flash | 1 | 4 | 0 | 1 | 6 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 3 | 1 | 2 | 6 |
| Kimi K2 | 0 | 4 | 0 | 1 | 5 |
| GLM 4.7 FlashX | 2 | 1 | 1 | 1 | 5 |
| MiniMax M2.5 | 0 | 2 | 3 | 0 | 5 |
| GPT-6 Luna | 0 | 2 | 0 | 1 | 3 |
| Muse Glimmer 30B | 0 | 4 | 0 | 1 | 5 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Template or tool | 1,093 | undated | |||
| Blog | 596 | 17 | 2026-09-28 | SIEM | |
| Report or ebook | 72 | undated | |||
| Podcast or video | 68 | undated | |||
| Glossary or explainer | 62 | undated | |||
| Webinar or virtual event | 19 | undated | |||
| Comparison | 19 | 1 | 2026-08-27 | ||
| Case study | 5 | 1 | 2026-07-23 | ||
| News or press | 1 | 1 | 2026-09-29 |
Most recent
- 2026-09-29Announcements news or press
- 2026-09-28Microsoft foundry blog
- 2026-09-24Ship agents faster with expanded model choice voice agents and continuous optimization blog
- 2026-09-24Foundry agent service blog
- 2026-09-23Your architecture diagram is not your resilience blog
- 2026-09-23Designing agent first platforms what changes when agents do the work blog
How it is countedHide how it is counted
Every page azure.microsoft.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.