Managed Kubernetes platforms · RankedAmazon EKS
Amazon EKS is a fully managed Kubernetes service from AWS that integrates with AWS services such as IAM, VPC and ECR · amazon.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
“For most mid-sized B2B companies, EKS, GKE, or AKS are the top picks due to their maturity and ecosystem.”Mistral Small · Paraphrase question · first choice
“EKS is usually the safest default for a mid-sized B2B company”GPT-5.4 mini · Paraphrase question · first choice
“Preferable if the company already relies heavily on AWS services... typically requires more platform-engineering effort.”Perplexity Sonar · Paraphrase question · alternative
“If you're mainly in one cloud (AWS, Azure, or GCP): EKS, AKS, or GKE respectively are the most pragmatic choice”DeepSeek V4 Flash · Scale-constrained question · alternative
What gives them pause
“What to Avoid (The "Expensive" Options) ... AWS EKS, Google GKE, and Azure AKS ... introduce several "budget killers"”Qwen 3.7 Flash · Budget-constrained question · warning
“Frequently cited as one of the most frustrating... Many teams report it as a "nightmare" for anything beyond basic setups.”Grok 4.20 · Negative question · warning
“Avoid AWS EKS for tight budgets unless you have heavy AWS usage (control plane fees + EC2 costs add up quickly).”Grok 4.20 · Budget-constrained 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 Amazon EKS, over the 223 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 217 | 82 | Compare → | |
| 197 | 7 | Compare → | |
| 106 | 50 | Compare → | |
| 97 | 8 | View → | |
| 74 | 0 | View → | |
| 51 | 0 | Compare → | |
| 47 | 1 | View → | |
| 36 | 1 | View → | |
| 29 | 0 | View → | |
| 27 | 1 | View → |
What the models named instead of Amazon EKS →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Amazon EKS's own site, not checked by Gane.
- For
- teams of any size or skill level
- Also from Amazon
- Amazon API Gateway, Amazon API Gateway HTTP APIs, Amazon AppStream 2.0, Amazon Athena, Amazon Athena Federated Query, Amazon Aurora and 48 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 186 of the 223 answers that named Amazon EKS and are not a share of its labels.
Domains cited
496 of the 547 domain citations in answers naming Amazon EKS came from a third party's page. Fifty-one 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 | 2 | 1 | 0 | 3 |
| GPT-5.4 mini | 1 | 2 | 0 | 2 | 5 |
| Gemini 3.5 Flash | 0 | 3 | 1 | 2 | 6 |
| Perplexity Sonar | 0 | 3 | 0 | 2 | 5 |
| Grok 4.20 | 0 | 4 | 0 | 2 | 6 |
| Mistral Small | 1 | 1 | 2 | 2 | 6 |
| DeepSeek V4 Flash | 0 | 3 | 0 | 3 | 6 |
| Llama 4 Maverick | 0 | 2 | 1 | 0 | 3 |
| Qwen 3.7 Flash | 0 | 3 | 1 | 2 | 6 |
| Kimi K2 | 0 | 4 | 0 | 1 | 5 |
| GLM 4.7 FlashX | 0 | 3 | 1 | 2 | 6 |
| MiniMax M2.5 | 0 | 2 | 3 | 0 | 5 |
| GPT-6 Luna | 0 | 3 | 1 | 1 | 5 |
| Muse Glimmer 30B | 0 | 4 | 0 | 1 | 5 |