Small business=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 11 pointsRank 50 → 61 of 68
1 category · Named, not rankedMirantis Kubernetes Engine
18Judge labels
0First choices
3Negative labels
8 / 14Models named it
1Category
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.8, every buyer segment counted.
Standing
7 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. Mirantis Kubernetes Engine was named 7 times in Managed Kubernetes, where Google Kubernetes Engine led with 43%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
Small business66 of 76
0%3 labels
under the label threshold
Mid-market15 of 52
0%7 labels
under the label threshold
Enterprise15 of 52
0%8 labels
under the label threshold
In managed kubernetes · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading
Standing by category
Every category where a model named Mirantis Kubernetes Engine for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Managed Kubernetes platforms | Cloud and infrastructure | 0% | 15 of 52 | 14% | 7 | under 10 labels · led by Google Kubernetes Engine at 43% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
Movement
Since September 2026, Mirantis Kubernetes Engine held within the floor in its one category: no change cleared 11 points.
Best category · Managed Kubernetes · by segment
Mid-market=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 11 pointsRank 13 → 18 of 46
Enterprise▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 2% in September 2026
Inside the floor by 9 pointsRank 8 → 13 of 47
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Managed Kubernetes | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 13 → 15 of 52 |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
By model
How each model treated Mirantis Kubernetes Engine across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
How each model treated Mirantis Kubernetes Engine across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ShowHide| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| 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 | 0 | 0 | 0 |
| 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 | 0 | 2 | 0 | 2 |
By framing
Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.
FramingLabels by classFirst choices
Direct2 labelsNone
Paraphrase2 labelsNone
Comparative6 labelsNone
Budget-constrained0 labelsNone
Scale-constrained4 labelsNone
Negative4 labelsNone
First choiceAlternativeMentionNegative18 labels in all, every segment counted; 0 of the 0 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Focuses on secure, enterprise-grade operations.” Perplexity Sonar · Managed Kubernetes · comparative prompt · alternative
And against it
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“expensive licensing with high subscription costs ... a steep learning curve ... documentation gaps” Claude Haiku 4.5 · Managed Kubernetes · negative prompt · soft negative
Named alongside
The products named in the same answers as Mirantis Kubernetes Engine, over the 18 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Mirantis Kubernetes Engine was named but was not.ShowHide
Named alongside
The products named in the same answers as Mirantis Kubernetes Engine, over the 18 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Mirantis Kubernetes Engine was named but was not.
ShowHideProductSame answerTook the first choice insteadHead to head
A head-to-head page exists where both products are among a category's top eight. The other rows are the same fact without a page behind them, so they link to the product instead.
What carried it into the answer
The sites and pages cited by the answers that named Mirantis Kubernetes Engine. A fact about retrieval, not a lever on the model.
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 18 of the 18 answers that named Mirantis Kubernetes Engine and are not a share of its labels.
Domains cited
northflank.com12
portainer.io12
spot.rackspace.com12
mirantis.comYour site10
qovery.com9
blog.railway.com6
ciopages.com6
gitnux.org6
dev.to5
digitalocean.com5
Seventy-three of the eighty-three domain citations in answers naming Mirantis Kubernetes Engine came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
mirantis.com ranks 2 on Google for the category's searches. In the answers, Mirantis Kubernetes Engine takes 0% of first choices and Google Kubernetes Engine takes 43%.ShowHide
Search and answers
mirantis.com ranks 2 on Google for the category's searches. In the answers, Mirantis Kubernetes Engine takes 0% of first choices and Google Kubernetes Engine takes 43%.
ShowHideIn search
Google, US estimatesPosition for “managed kubernetes platform”
2
Position for “managed kubernetes platforms”
8
- Searches for its name, Google
- 110 a month (“mirantis kubernetes engine”)
- AI search demand for its name, est.
- 1 a month
- Organic visits to its site
- about 44,795 a month
- Searches its site ranks for
- 4,517 · 326 in the top three
- Sites linking to it
- 4,740
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
In answers
This editionShare of first choices
0%
rank 15 of 52 in managed kubernetes
Segment leader
43%
Google Kubernetes Engine
- First choices
- 0 across its categories
- Named in
- 18 answers
- Its own site cited
- in 18 of the answers that named it
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
What it publishes
ShowHide
What it publishes
ShowHideAddresses on mirantis.com
10,008
subdomains included
Content
1,274
counted in the table below
Documentation
8,383
Product · Integration
3 · 102
| 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
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.
Names read as Mirantis Kubernetes Engine
What the judge wrote, as written, with how often. The vendor table decides that these count as Mirantis Kubernetes Engine; a claim can dispute any of them.
Mirantis 4
Follow Mirantis Kubernetes Engine
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
The company
Mirantis Kubernetes Engine is its own company.ShowHide
The company
Mirantis Kubernetes Engine is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- Drive business-critical AI/ML innovation to run NVIDIA GPU nodes with secure, scalable, and reliable container orchestration.
- Certifications
- FIPS-validated
- Not stated on the pages read
- Who it is for, price, starting price, free plan or trial, integrations, hosting, customers
What Mirantis Kubernetes Engine's own pages state, read September 28, 2026: mirantis.com, mirantis.com/solutions/sovereign-ai-cloud, mirantis.com/partners. A claimed page can correct any of them.
Is this your product?
Claim this page
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Mirantis Kubernetes Engine's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Mirantis Kubernetes Engine, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
What a new claim receivesHide what a new claim receives
A new claim receives the current edition's vendor brief for Mirantis Kubernetes Engine by email, built from the raw record of the edition. It shows:
- where Mirantis Kubernetes Engine is named, by buyer and by framing, and which cells hold its first choices;
- the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
- its vocabulary against the segment leader's, and the pages the models cited;
- who was chosen in the answers that did not name Mirantis Kubernetes Engine, and every reason the record gives;
- a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
- one page of published figures cleared to show a buyer.