# SaltStack: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 15 judge labels across 5 categories by 9 of 14 models. Page: https://www.gane.ai/index/it/vendors/saltstack

## 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% | 40 | 62% | 8 |
| [API security platforms](https://www.gane.ai/index/it/security/api-security-platforms/index.md) | 0% | 111 | 67% | 3 |
| [Patch management](https://www.gane.ai/index/it/operations/patch-management/index.md) | 0% | 46 | 0% | 2 |
| [Data center networking](https://www.gane.ai/index/it/network/data-center-networking/index.md) | 0% | 75 | 0% | 1 |
| [Network monitoring and management](https://www.gane.ai/index/it/network/network-monitoring-and-management/index.md) | 0% | 65 | 0% | 1 |

## What the models said for it

- "Open-source automation (Ansible, Terraform, SaltStack)" (Kimi K2, Data center networking)

## And against it

- "Ansible, Chef, Puppet, or SaltStack (For Cloud Provisioning) ... Why avoid for IaC" (Gemini 3.5 Flash, IaC)
- "Avoid: Legacy enterprise vendors like Salt Security or Check Point WAF" (Qwen 3.7 Flash, API security)
- "SaltStack — ⚠️ Fading relevance ... Avoid for new work" (DeepSeek V4 Flash, IaC)
- "Older Configuration Management Tools like Chef, Puppet, or SaltStack ... Why cautious? Steep learning curves" (Grok 4.20, IaC)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 2 | 1 | 3 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 2 | 2 |
| Grok 4.20 | 0 | 0 | 1 | 1 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 0 | 1 | 1 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named SaltStack, from 32 of the 36 answers that named it (only the models that return a source list).

### Domains cited

- pulumi.com: 12
- spacelift.io: 10
- techtarget.com: 7
- daily.dev: 6
- docs.aws.amazon.com: 6
- guideflow.com: 6
- checkmarx.com: 5
- claranet.com: 5
- dev.to: 5
- devopsschool.com: 5

### Pages cited

- https://spacelift.io/blog/infrastructure-as-code-tools: 8
- https://pulumi.com/blog/infrastructure-as-code-tools: 7
- https://devopsschool.com/blog/infrastructure-as-code-iac-tools-in-2024: 5
- https://g2.com/categories/api-security/small-business: 5
- https://learn.g2.com/best-api-security-tools: 5
- https://legitsecurity.com/aspm-knowledge-base/best-iac-tools: 5
- https://pulumi.com/blog/best-terraform-alternatives: 5
- https://radware.com/cyberpedia/application-security/choosing-api-security-solutions: 5

## 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.