# Google Kubernetes Engine (GKE) with Autopilot mode: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/google-kubernetes-engine-gke-with-autopilot-mode

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Managed Kubernetes platforms](https://www.gane.ai/index/it/cloud/managed-kubernetes-platforms/index.md) | 2% | 8 | 0% | 1 |

## What the models said for it

- "Google Kubernetes Engine (GKE) with Autopilot mode is my top recommendation for a mid-sized B2B company." (Grok 4.20, Managed Kubernetes)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 1 | 0 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| 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 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Google Kubernetes Engine (GKE) with Autopilot mode, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- ayedo.de: 1
- fairwinds.com: 1
- github.com: 1
- sparkfabrik.com: 1

### Pages cited

- https://ayedo.de/en/posts/managed-kubernetes-im-vergleich: 1
- https://fairwinds.com/how-to-pick-k8s-provider: 1
- https://github.com/PatrickWiloak/cloud-zero-to-hero/blob/main/resources/service-comparison-containers-kubernetes.md: 1
- https://github.com/rajatarya/kubernetes-first-principles/blob/main/docs/16-managed-k8s.md: 1
- https://sparkfabrik.com/en/blog/choosing-kubernetes-cloud-provider: 1

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.