# Google Cloud's GKE Autopilot: 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-cloud-s-gke-autopilot

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Managed Kubernetes platforms](https://www.gane.ai/index/it/cloud/managed-kubernetes-platforms/index.md) | 0% | 33 | 0% | 1 |

## What the models said for it

- "as a strong alternative for certain use cases" (DeepSeek V4 Flash, 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 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| 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 Cloud's GKE Autopilot, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- artjoker.net: 1
- assets.applytosupply.digitalmarketplace.service.gov.uk: 1
- civo.com: 1
- cloud.google.com: 1
- digitalocean.com: 1
- github.com: 1
- inetgeek.com: 1
- lowendtalk.com: 1
- qovery.com: 1
- sota.io: 1

### Pages cited

- https://artjoker.net/blog/top-10-best-managed-kubernetes-platforms: 1
- https://assets.applytosupply.digitalmarketplace.service.gov.uk/g-cloud-14/documents/721636/494853920791033-pricing-document-2024-05-05-1640.pdf: 1
- https://civo.com/ai: 1
- https://civo.com/docs/kubernetes/create-a-cluster: 1
- https://civo.com/pricing: 1
- https://civo.com/public-cloud/kubernetes: 1
- https://cloud.google.com/kubernetes-engine/pricing: 1
- https://digitalocean.com/blog/how-isvs-startups-scale-digitalocean-kubernetes-best-practices: 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.