# Google Cloud Run: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 2 categories by 3 of 14 models. Page: https://www.gane.ai/index/it/vendors/google-cloud-run

## 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% | 32 | 0% | 2 |
| [Cloud hosting](https://www.gane.ai/index/it/cloud/cloud-hosting/index.md) | 0% | 31 | 0% | 1 |

## What the models said for it

- "worth considering for a containerized app with variable traffic" (GPT-6 Luna, Cloud hosting)

## 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 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 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 | 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 Google Cloud Run, from 22 of the 24 answers that named it (only the models that return a source list).

### Domains cited

- qovery.com: 14
- digitalocean.com: 11
- controlplane.com: 8
- theaiops.com: 7
- aws.amazon.com: 6
- dev.to: 6
- dokploy.com: 6
- github.com: 6
- infoworld.com: 6
- g2.com: 5

### Pages cited

- https://qovery.com/blog/kubernetes-alternatives-small-team-ops-hours-ranked: 13
- https://theaiops.com/top-10-kubernetes-management-platforms-features-pros-cons-comparison: 7
- https://dokploy.com/blog/kubernetes-alternative: 6
- https://infoworld.com/article/3851762/14-alternative-managed-kubernetes-platforms.html: 6
- https://controlplane.com/blog/post/best-kubernetes-management-platforms: 5
- https://qovery.com/blog/gke-vs-eks-without-a-platform-team-ranked: 5
- https://spot.rackspace.com/blog/kubernetes-managed-services: 5
- https://ciopages.com/buyer-guides/kubernetes-platforms: 4

## In its own words

What Google Cloud Run's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.


## What it publishes

Every page google.dev exposes, read 2026-09-29: 10 addresses. By kind, pages and the last 90 days:


## 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.