Linode Kubernetes Engine is a managed Kubernetes service from Linode for deploying and managing containers, aimed at developers, platform engineers and startups · linode.com ↗
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%.
“is DigitalOcean Kubernetes (DOKS) or Linode Kubernetes Engine (LKE). Both offer a free control plane and nodes starting at $12/month.”Llama 4 Maverick · Budget-constrained question · first choice
“Linode LKE for a free control plane with price stability”Muse Glimmer 30B · Budget-constrained question · first choice
“Lightweight managed Kubernetes offerings designed for simplicity, ease of use, and predictable pricing.”Gemini 3.5 Flash · Comparative question · alternative
“Low-cost workloads needing simple infrastructure | Less breadth than the major cloud providers”Perplexity Sonar · Budget-constrained question · alternative
“Mid-tier cloud providers are excellent for developer side-projects... but they carry distinct limitations for large-scale production”Gemini 3.5 Flash · Negative question · warning
“Smaller Cloud Providers (DigitalOcean, Linode, etc.)... they lack the enterprise maturity of the hyperscalers”GLM 4.7 FlashX · Negative question · warning
“Smaller/Niche Providers (DigitalOcean, Linode, Vultr, etc.) — ⚠️ Depends on Use Case”DeepSeek V4 Flash · Negative question · warning
“Smaller / Budget Providers (DigitalOcean, Linode/LKE, Scaleway, etc.) Be cautious”Kimi K2 · Negative question · warning
The products named in the same answers as Linode Kubernetes Engine, over the 59 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 57 | 27 | Compare → | |
| 52 | 16 | Compare → | |
| 51 | 3 | Compare → | |
| 46 | 3 | Compare → | |
| 20 | 3 | Compare → | |
| 19 | 0 | View → | |
| 15 | 0 | View → | |
| 10 | 0 | View → | |
| 10 | 0 | View → | |
| 10 | 0 | View → |
What the models named instead of Linode Kubernetes Engine →
A side-by-side page exists where both products are among a category's top eight.
Stated on Linode Kubernetes Engine's own site, not checked by Gane.
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 →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 45 of the 59 answers that named Linode Kubernetes Engine and are not a share of its labels.
146 of the 156 domain citations in answers naming Linode Kubernetes Engine came from a third party's page. Ten 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 are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 2 | 0 | 1 | 3 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 1 | 3 | 0 | 4 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 1 | 0 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 1 | 1 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 1 | 0 | 1 | 0 | 2 |