# Oracle Container Engine for Kubernetes: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 8 judge labels across 1 category by 7 of 14 models. Page: https://www.gane.ai/index/it/vendors/oracle-container-engine-for-kubernetes

## 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% | 79 | 50% | 8 |

## And against it

- "Avoid: Oracle OKE unless you're already deeply invested in the Oracle ecosystem." (DeepSeek V4 Flash, Managed Kubernetes)
- "Oracle's Container Engine for Kubernetes has documented known issues including: Worker node properties occasionally falling out of sync" (MiniMax M2.5, Managed Kubernetes)
- "Automation gaps... Ecosystem immaturity: Far fewer integrations, Terraform modules, and community knowledge compared to the big three" (Kimi K2, Managed Kubernetes)
- "it suffers from limited third-party ecosystem integration and fewer resources/tutorials available online" (Qwen 3.7 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 | 2 | 0 | 2 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 1 | 1 |
| 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 Oracle Container Engine for Kubernetes, from 15 of the 16 answers that named it (only the models that return a source list).

### Domains cited

- ciopages.com: 6
- controlplane.com: 6
- dev.to: 6
- infoworld.com: 6
- linkedin.com: 6
- qovery.com: 6
- github.com: 5
- platform9.com: 5
- docs.oracle.com: 4 (its own site)
- learn.microsoft.com: 4

### Pages cited

- https://ciopages.com/buyer-guides/kubernetes-platforms: 6
- https://infoworld.com/article/3851762/14-alternative-managed-kubernetes-platforms.html: 5
- https://pluralsight.com/resources/blog/cloud/aks-vs-eks-vs-gke-managed-kubernetes-services-compared: 4
- https://controlplane.com/blog/post/best-kubernetes-management-platforms: 3
- https://controlplane.com/blog/post/top-managed-kubernetes-services: 3
- https://digitalocean.com/resources/articles/managed-kubernetes-services: 3
- https://linkedin.com/pulse/top-kubernetes-service-providers-compared-vx0ac: 3
- https://66degrees.com/insights/top-managed-kubernetes-providers-a-comparison: 2

## In its own words

What Oracle Container Engine for Kubernetes's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Reduce the time and cost to build modern cloud native applications. (https://www.oracle.com/cloud/cloud-native/kubernetes-engine)
- For: cloud native, enterprise-grade Kubernetes at any scale (https://www.oracle.com/cloud/cloud-native/kubernetes-engine)
- Price stated: free service (https://www.oracle.com/cloud/cloud-native/kubernetes-engine)
- Starting price: free service (https://www.oracle.com/asean/cloud/cloud-native/kubernetes-engine)
- Free plan or trial: free service (https://www.oracle.com/cloud/cloud-native/kubernetes-engine)
- Hosting: Oracle’s high availability global cloud regions
- Customers named: 8x8, DMCC, Cohere, CNCF, EZ Cloud, B3, Zimperium, GoTo

## 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.