# Pulumi CLI: 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/pulumi-cli

## 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% | 28 | 0% | 1 |

## 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 | 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 Pulumi CLI, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- pulumi.com: 2 (its own site)
- spacelift.io: 2
- augmentcode.com: 1
- developer.hashicorp.com: 1
- devopsplatforms.com: 1
- devopsschool.com: 1
- docs.aws.amazon.com: 1
- docs.spacelift.io: 1
- docs.xcp-ng.org: 1
- dsalta.com: 1

### Pages cited

- https://augmentcode.com/tools/augment-code-vs-continue: 1
- https://developer.hashicorp.com/terraform/enterprise/1.2.x: 1
- https://developer.hashicorp.com/terraform/enterprise/deploy/reference/application-security: 1
- https://developer.hashicorp.com/terraform/enterprise/v202408-1/deploy/reference/application-security: 1
- https://developer.hashicorp.com/validated-designs/terraform/administration-guide/identity-and-access-management: 1
- https://devopsplatforms.com/buying-guides/best-iac-tools: 1
- https://devopsschool.com/blog/infrastructure-as-code-iac-tools-in-2024: 1
- https://docs.aws.amazon.com/pdfs/prescriptive-guidance/latest/choose-iac-tool/choose-iac-tool.pdf: 1

## In its own words

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

- Positioning: Open source infrastructure as code platform that helps humans and agents build and manage cloud infrastructure with real programming languages. (https://pulumi.com/)
- For: cloud infrastructure teams (https://pulumi.com/)
- Price stated: Open source and free for individuals. (https://pulumi.com/)
- Starting price: 0 (https://pulumi.com/)
- Free plan or trial: Free forever for individuals (https://pulumi.com/)
- Certifications: SOC 2 Type II
- Customers named: Snowflake, NVIDIA, BMW Group, Mercedes-Benz R&D NA, Atlassian, Unity, Docker, Typesafe AI

## What it publishes

Every page pulumi.com exposes, read 2026-09-29: 63145 addresses. By kind, pages and the last 90 days:

- blog: 869 pages, 19 in the last 90 days, latest 2026-09-28
- case study: 50 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 5 pages, 0 in the last 90 days, latest 2019-01-09
- conference or event: 316 pages, 2 in the last 90 days, latest 2026-09-16
- report or ebook: 254 pages, 0 in the last 90 days, latest undated
- comparison: 17 pages, 1 in the last 90 days, latest 2026-07-18
- template or tool: 174 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 101 pages, 0 in the last 90 days, latest 2021-07-22
- podcast or video: 4 pages, 0 in the last 90 days, latest undated
- news or press: 10 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-28 blog: Route every claude code message to the right model with jev https://www.pulumi.com/blog/route-every-claude-code-message-to-the-right-model-with-jev
- Recent: 2026-09-28 blog: Self driving infrastructure pulumi jev https://www.pulumi.com/blog/self-driving-infrastructure-pulumi-jev/
- Recent: 2026-09-25 blog: Neo kopia workspace snapshots https://www.pulumi.com/blog/neo-kopia-workspace-snapshots
- Recent: 2026-09-25 blog: Component state migrations https://www.pulumi.com/blog/component-state-migrations
- Recent: 2026-09-21 blog: 10 tips to improve your coding agent game https://www.pulumi.com/blog/10-tips-to-improve-your-coding-agent-game
- Recent: 2026-09-16 blog: Beyond the hyperscalers what actually protects you https://www.pulumi.com/blog/beyond-the-hyperscalers-what-actually-protects-you

## 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.