# CloudQuery: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 2 categories by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/cloudquery

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Cloud cost management](https://www.gane.ai/index/it/cloud/cloud-cost-management/index.md) | 0% | 39 | 0% | 1 |
| [Cloud security posture management](https://www.gane.ai/index/it/cloud/cloud-security-posture-management/index.md) | 0% | 29 | 0% | 1 |

## What the models said for it

- "Pair it with free tools like CloudQuery (for querying cloud assets)" (Grok 4.20, CSPM)
- "or CloudQuery for custom queries" (Grok 4.20, FinOps)

## 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 | 2 | 0 | 0 | 2 |
| 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 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named CloudQuery, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- aws.amazon.com: 1
- bestdefense.io: 1
- cloudaware.com: 1
- cloudzero.com: 1
- community.nasscom.in: 1
- costanalyst.ai: 1
- costbench.com: 1
- csoonline.com: 1
- g2.com: 1
- gane.ai/index: 1

### Pages cited

- https://aws.amazon.com/marketplace/reviews/reviews-list/prodview-ciw7g7fzmfr6m: 1
- https://aws.amazon.com/marketplace/reviews/reviews-list/prodview-mdyxbluvzbcn4: 1
- https://bestdefense.io/blog/the-top-cspm-tools-for-2026: 1
- https://cloudaware.com/blog/cloud-cost-management-tools: 1
- https://cloudzero.com/state-of-cloud-cost: 1
- https://community.nasscom.in/communities/cloud-computing/cloud-cost-management-tools-5-options-control-cloud-spending: 1
- https://costanalyst.ai/blog/cloud-cost-management-software-pricing: 1
- https://costbench.com/software/cloud-security-posture/compare-all: 1

## In its own words

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

- Positioning: CloudQuery is an industry-leading open source context engine for cloud infrastructure. (https://cloudquery.io/)
- For: platform engineering and cloud operations teams (https://cloudquery.io/)
- Price stated: Free: $0 Forever. Enterprise: Custom. (https://cloudquery.io/)
- Starting price: $0 (https://cloudquery.io/)
- Free plan or trial: Free (https://cloudquery.io/)
- Integrations claimed: 80 (https://cloudquery.io/); 50 (https://www.cloudquery.io/pricing); 70 (https://www.cloudquery.io/docs/cli/integrations) (pages disagree)
- Customers named: Reddit, Unicorne, Ridgeline, Hexagon, Tempus, Dunelm

## What it publishes

Every page cloudquery.io exposes, read 2026-09-29: 4168 addresses. By kind, pages and the last 90 days:

- blog: 295 pages, 0 in the last 90 days, latest 2025-11-14
- case study: 3 pages, 0 in the last 90 days, latest 2026-03-15
- webinar or virtual event: 1 pages, 0 in the last 90 days, latest 2025-10-17
- conference or event: 3 pages, 0 in the last 90 days, latest 2025-10-22
- report or ebook: 51 pages, 2 in the last 90 days, latest 2026-08-28
- comparison: 18 pages, 0 in the last 90 days, latest 2026-05-05
- template or tool: 1 pages, 0 in the last 90 days, latest 2026-02-21
- glossary or explainer: 15 pages, 0 in the last 90 days, latest 2026-04-20
- podcast or video: 1 pages, 0 in the last 90 days, latest 2022-06-14
- news or press: 1 pages, 0 in the last 90 days, latest undated
- Recent: 2026-08-28 report or ebook: Destinations https://www.cloudquery.io/hub/plugins/source/cloudquery/facebookmarketing/latest/destinations
- Recent: 2026-08-28 report or ebook: Docs https://www.cloudquery.io/hub/plugins/source/cloudquery/facebookmarketing/latest/docs
- Recent: 2026-05-21 report or ebook: Built in report templates https://www.cloudquery.io/docs/platform/features/reports/built-in-report-templates
- Recent: 2026-05-21 report or ebook: Full report example https://www.cloudquery.io/docs/platform/features/reports/reports-yaml-documentation-with-examples/full-report-example
- Recent: 2026-05-05 comparison: Cloud cmdb vs traditional cmdb 2026 https://www.cloudquery.io/blog/cloud-cmdb-vs-traditional-cmdb-2026
- Recent: 2026-04-20 glossary or explainer: What is cmdb https://www.cloudquery.io/learning-center/what-is-cmdb

## 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.