IT AI Index
Index Vendors › Vultr Kubernetes Engine · September 2026 Edition
Vultr · 1 category · Ranked

Vultr Kubernetes Engine

29Judge labels
0First choices
7Negative labels
11 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.
Best standing
0% in Managed Kubernetes for mid-market buyers
Rank 11 of 48 in the mid-market standingaccepted challenger
0 of 12 models made it the first choice on the direct prompt; 9% of its 11 labels there were negative.
By buyer segmentRead the same way at every buyer size.
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 Vultr 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.
CategoryFunctionShareRankNegative rateLabelsQuadrant
Managed Kubernetes platformsCloud and infrastructure0%11 of 489%11accepted challenger

Movement

This is the first edition on this tier, so no move can be computed for Vultr Kubernetes Engine 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 Vultr Kubernetes Engine across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.
ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash00000
Perplexity Sonar01001
Grok 4.1 Fast01001
Mistral Small01001
DeepSeek V4 Flash01001
Llama 4 Maverick01001
Qwen 3.7 Flash01001
Kimi K201113
GLM 4.7 FlashX01001
MiniMax M2.501001

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
Direct3 labelsNone
Paraphrase2 labelsNone
Comparative1 labelNone
Budget-constrained15 labelsNone
Scale-constrained0 labelsNone
Negative8 labelsNone
First choiceAlternativeMentionNegative29 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.

“Best for IaC‑focused teams: Vultr VKE – free control plane, strong Terraform support” GLM 4.7 FlashX · Managed Kubernetes · budget prompt · alternative
“Best price-to-performance ratio ... More resources per dollar than competitors” Kimi K2 · Managed Kubernetes · budget prompt · alternative
“best if you want a budget-friendly option with broad datacenter coverage” Perplexity Sonar · Managed Kubernetes · budget prompt · alternative
“Other options to consider are Scaleway Kapsule, Hetzner, Linode, and Vultr” Llama 4 Maverick · 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.

“Feature gaps: Limited managed service integrations compared to hyperscalers” Kimi K2 · Managed Kubernetes · negative prompt · soft negative

Named alongside

The products named in the same answers as Vultr Kubernetes Engine, over the 29 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Vultr Kubernetes Engine was named but was not.
ProductSame answerTook the first choice insteadHead to head
DigitalOcean Kubernetes27 of 2917Not in the top three
Google Kubernetes Engine23 of 296Not in the top three
Amazon EKS22 of 294Not in the top three
Linode Kubernetes Engine22 of 293Not in the top three
Azure Kubernetes Service21 of 294Not in the top three
Civo16 of 298Not in the top three
Red Hat OpenShift9 of 292Not in the top three
Scaleway Kapsule9 of 290Not in the top three
Rancher7 of 290Not in the top three
Hetzner6 of 290Not 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 Vultr Kubernetes Engine. 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 26 of the 29 answers that named Vultr Kubernetes Engine and are not a share of its labels.

Names read as Vultr Kubernetes Engine

What the judge wrote, as written, with how often. The vendor table decides that these count as Vultr Kubernetes Engine; a claim can dispute any of them.
Vultr 6Vultr VKE 2Vultr Kubernetes (VKE) 1Vultr Kubernetes Engine (VKE) 1
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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 Vultr 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 Vultr Kubernetes Engine, 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 vultr.com 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.

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