# Managed Red Hat OpenShift: 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/managed-red-hat-openshift

## 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% | 39 | 0% | 1 |

## What the models said for it

- "Managed Red Hat OpenShift is a strong alternative when you want a fuller application platform" (GPT-6 Luna, 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 | 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 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Managed Red Hat OpenShift, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- docs.cloud.google.com: 2
- learn.microsoft.com: 2
- aws.amazon.com: 1
- docs.aws.amazon.com: 1
- docs.oracle.com: 1
- docs.redhat.com: 1
- redhat.com: 1

### Pages cited

- https://aws.amazon.com/eks: 1
- https://docs.aws.amazon.com/eks/latest/userguide/automode-learn-instances.html: 1
- https://docs.aws.amazon.com/eks/latest/userguide/what-is-eks.html: 1
- https://docs.cloud.google.com/kubernetes-engine/docs/concepts/autopilot-overview: 1
- https://docs.cloud.google.com/kubernetes-engine/docs/concepts/kubernetes-engine-overview: 1
- https://docs.oracle.com/en-us/iaas/Content/ContEng/Concepts/contengoverview.htm: 1
- https://docs.redhat.com/en/documentation/red_hat_openshift_service_on_aws/4/html/introduction_to_rosa/about-hcp: 1
- https://learn.microsoft.com/azure/aks/intro-kubernetes: 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.