# Pulumi IDP: 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-idp

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Internal developer portals](https://www.gane.ai/index/it/developer/internal-developer-portals/index.md) | 0% | 31 | 0% | 1 |

## What the models said for it

- "Infrastructure-first platforms (Pulumi IDP) | Need governance, cost control, security embedded from day one" (Kimi K2, Developer portals)

## 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 | 1 | 0 | 0 | 1 |
| 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 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Pulumi IDP, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- cdn.prod.website-files.com: 1
- cloudomation.com: 1
- community.atlassian.com: 1
- cortex.io: 1
- devtune.ai: 1
- harness.io: 1
- ibm.com: 1
- jacar.es: 1
- lastweekinaws.com: 1
- linkedin.com: 1

### Pages cited

- https://cdn.prod.website-files.com/6222ca42ea87e1bd1aa1d10c/661c2b58dcc14c7544bb87d2_Definitive%20Guide%20to%20Developer%20Experience.pdf: 1
- https://cloudomation.com/cloudomation-blog/5-internal-developer-portals-and-what-software-engineers-say-about-them: 1
- https://community.atlassian.com/forums/discussion/comment/3261239: 1
- https://cortex.io/post/atlassian-compass-end-of-life-what-to-do-next: 1
- https://cortex.io/post/cto-pocket-guide-to-idps: 1
- https://devtune.ai/verticals/internal-developer-platforms/atlassian-compass.md: 1
- https://harness.io/harness-devops-academy/what-is-atlassian-compass: 1
- https://ibm.com/think/topics/internal-developer-portal: 1

## 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.