# Infrastructure Manager: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/it/vendors/infrastructure-manager

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Infrastructure as code](https://www.gane.ai/index/it/cloud/infrastructure-as-code/index.md) | 0% | 15 | 0% | 3 |

## What the models said for it

- "Migration guidance is to Infrastructure Manager, which is Terraform-based, or to another IaC technology." (Muse Glimmer 30B, IaC)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| 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 | 1 | 0 | 1 |
| 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 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Infrastructure Manager, from 6 of the 6 answers that named it (only the models that return a source list).

### Domains cited

- pulumi.com: 4
- cloudester.com: 3
- computingforgeeks.com: 3
- docs.cloud.google.com: 3
- guideflow.com: 3
- bestpage.ai: 2
- checkthat.ai: 2
- developer.hashicorp.com: 2
- devtoollab.com: 2
- edgewisely.com: 2

### Pages cited

- https://cloudester.com/infrastructure-as-code-tools: 3
- https://computingforgeeks.com/best-infrastructure-as-code-iac-cloud-automation-tools: 3
- https://guideflow.com/blog/infrastructure-as-code-tools: 3
- https://pulumi.com/blog/infrastructure-as-code-tools: 3
- https://bestpage.ai/best-tools/development/best-infrastructure-as-code-tools: 2
- https://checkthat.ai/answers/what-are-the-best-infrastructure-as-code-tools: 2
- https://devtoollab.com/blog/best-infrastructure-as-code-tools: 2
- https://edgewisely.com/top-7-infrastructure-as-code-tools-2026: 2

## 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.