Managed Kubernetes platforms · RankedMirantis Kubernetes Engine
Mirantis Kubernetes Engine is a container orchestration platform for Kubernetes, including AI and machine learning workloads that run on NVIDIA GPU nodes · mirantis.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%. 0 of 14 models made it the first choice when asked directly.
Google Kubernetes Engine is first at 57%.
Why models recommend it
“Mirantis MKE is positioned as cloud-neutral, production-grade managed Kubernetes for enterprise IT teams”Muse Glimmer 30B · Comparative question · alternative
“cloud-neutral, production-grade managed Kubernetes built for enterprise IT teams”Muse Glimmer 30B · Direct question · alternative
What gives them pause
“has documentation gaps with users flagging incomplete and outdated documentation across review platforms”Claude Haiku 4.5 · Negative question · warning
“add another management plane, support contract, and failure domain”Perplexity Sonar · Negative question · warning
Also on the shortlist
The products named in the same answers as Mirantis Kubernetes Engine, over the 37 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 36 | 12 | View → | |
| 36 | 3 | View → | |
| 32 | 2 | View → | |
| 28 | 2 | View → | |
| 25 | 0 | View → | |
| 17 | 0 | View → | |
| 11 | 0 | View → | |
| 10 | 4 | View → | |
| 9 | 1 | View → | |
| 6 | 0 | View → |
What the models named instead of Mirantis Kubernetes Engine →
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 37 of the 37 answers that named Mirantis Kubernetes Engine and are not a share of its labels.
Domains cited
114 of the 151 domain citations in answers naming Mirantis Kubernetes Engine came from a third party's page. Twelve 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 | 1 | 1 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 1 | 1 | 2 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 2 | 1 | 0 | 3 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 894 | 12 | 2026-09-09 | IaC, Object storage | |
| News or press | 217 | 4 | 2026-09-15 | AI coding | |
| Comparison | 42 | 1 | 2026-08-28 | ||
| Case study | 32 | 0 | 2020-02-20 | ||
| Conference or event | 27 | 2 | 2026-09-15 | ||
| Glossary or explainer | 25 | 11 | 2026-09-01 | ||
| Webinar or virtual event | 19 | 0 | 2022-05-25 | ||
| Template or tool | 12 | 0 | 2013-09-20 | ||
| Report or ebook | 6 | 1 | 2026-07-14 |
Most recent
- 2026-09-15Meet mirantis at ai infrastructure summit santa clara conference or event
- 2026-09-15Amazee ai to address shadow ai and enterprise data privacy during swiss ai weeks news or press
- 2026-09-09Mirantis positioned as a challenger in the 2026 gartner magic quadranttm for container management blog
- 2026-09-01What is openstack glossary or explainer
- 2026-08-28What is cloud native glossary or explainer
- 2026-08-28What is the difference comparison
Events in person
- October 18, 2025The Fast and the Curious: Building Scalable AI Platforms with Kubernetes and OpenStackBecquerel · spoke
- October 18, 2025Taming the Kraken: Experiences with Open Storage in the fieldSiméon Denis-Poisson · spoke
- October 18, 2025Solving Open Virtual Network challenges to build networking for a sovereign AI cloudBernard Grégory · spoke
- October 17, 2025 to October 19, 2025Meet Mirantis at OpenInfra Summit Europe 2025École Polytechnique Campus, Paris-Saclay, France · hosted
As the event pages on mirantis.com state them, read September 28, 2026.
How it is countedHide how it is counted
Every page mirantis.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.