IT AI Index

Index › Vendors › Google Kubernetes Engine Enterprise · September 2026 Edition

1 category · Named, not ranked

Google Kubernetes Engine Enterprise

7Judge labels

1First choices

0Negative labels

7 of 12Models named it

1Category

September 2026 Edition. Every number here is derived from the raw labels under vendor table vv2026-09.2, every buyer segment counted.

Standing

1 label, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Google Kubernetes Engine Enterprise was named 1 time in Managed Kubernetes, where Google Kubernetes Engine led with 39%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business39 of 56

under the label threshold

Mid-market25 of 48

under the label threshold

Enterprise8 of 62

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 Google Kubernetes Engine Enterprise 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
Managed Kubernetes platforms	Cloud and infrastructure	0%	25 of 48	0%	1	under 10 labels · led by Google Kubernetes Engine at 39%

Movement

This is the first edition on this tier, so no move can be computed for Google Kubernetes Engine Enterprise yet. From the next edition this section shows, per buyer segment, whether its share moved by more than the measured noise floor.

By model

How each model treated Google Kubernetes Engine Enterprise across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

Model	Alternative	Labels
Claude Haiku 4.5	0	0
GPT-5.4 mini	0	0
Gemini 3.5 Flash	1	1
Perplexity Sonar	0	0
Grok 4.1 Fast	0	0
Mistral Small	0	0
DeepSeek V4 Flash	0	0
Llama 4 Maverick	0	0
Qwen 3.7 Flash	0	0
Kimi K2	0	0
GLM 4.7 FlashX	0	0
MiniMax M2.5	0	0

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

Direct0 labelsNone

Paraphrase2 labels1

Comparative1 labelNone

Budget-constrained1 labelNone

Scale-constrained1 labelNone

Negative2 labelsNone

First choiceAlternativeMentionNegative7 labels in all, every segment counted; 1 of the 1 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.

“GKE is essentially free to manage. You will only pay for the compute nodes.” Gemini 3.5 Flash · Managed Kubernetes · budget 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.

No model argued against it.

Named alongside

The products named in the same answers as Google Kubernetes Engine Enterprise, over the 7 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Google Kubernetes Engine Enterprise was named but was not.

ProductSame answerTook the first choice insteadHead to head

Amazon EKS7 of 72Not in the top three

Azure Kubernetes Service7 of 72Not in the top three

Google Kubernetes Engine6 of 73Not in the top three

DigitalOcean Kubernetes5 of 71Not in the top three

Linode Kubernetes Engine4 of 71Not in the top three

Rancher4 of 70Not in the top three

Red Hat OpenShift3 of 71Not in the top three

EKS Anywhere2 of 70Not in the top three

IBM Cloud Kubernetes Service2 of 70Not in the top three

Vultr Kubernetes Engine2 of 70Not in the top three

A head-to-head page exists where both products are in a category's top three. 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 Google Kubernetes Engine Enterprise. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 5 of the 7 answers that named Google Kubernetes Engine Enterprise and are not a share of its labels.

Domains cited

spot.rackspace.com5

dev.to4

blog.railway.com3

northflank.com3

agilesoftlabs.com2

clever.cloud2

cloudinfrainsights.com2

fairwinds.com2

medium.com2

portainer.io2

Twenty-seven of the twenty-seven domain citations in answers naming Google Kubernetes Engine Enterprise came from somebody else's page.

Pages cited

spot.rackspace.com/blog/kubernetes-managed-services5

blog.railway.com/p/best-managed-kubernetes-hosting-20263

agilesoftlabs.com/blog/2025/12/enterprise-kubernetes-decisions2

clever.cloud/blog/features/2026/07/24/managed-kubernetes-benefits-limitations-and-selectio2

cloudinfrainsights.com/how-to-choose-between-managed-kubernetes-platforms-and-in-house-ope2

northflank.com/blog/best-managed-kubernetes-platforms2

portainer.io/blog/kubernetes-managed-services2

66degrees.com/insights/top-managed-kubernetes-providers-a-comparison1

Pages are listed as the models cited them.

Names read as Google Kubernetes Engine Enterprise

What the judge wrote, as written, with how often. The vendor table decides that these count as Google Kubernetes Engine Enterprise; a claim can dispute any of them.

Google Kubernetes Engine (GKE) Standard 1

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 Google Kubernetes Engine Enterprise'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 Google Kubernetes Engine Enterprise, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at google.dev is approved on the spot, any other address is reviewed by hand.

Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.