# Cloud Software Group: 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/cloud-software-group

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Master data management](https://www.gane.ai/index/it/it-data/master-data-management/index.md) | 0% | 40 | 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 Cloud Software Group, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- gane.ai/index: 3
- getorchestra.io: 2
- profisee.com: 2
- research.isg-one.com: 2
- 1password.com: 1
- akamai.com: 1
- atrocore.com: 1
- blog.cybelesoft.com: 1
- blog.scalefusion.com: 1
- codasol.com: 1

### Pages cited

- https://www.gane.ai/index/it/it-data/master-data-management/enterprise: 2
- https://getorchestra.io/guides/best-master-data-management-tools: 2
- https://research.isg-one.com/buyers-guide/analytics_and_data/master_data_management/2024: 2
- https://research.isg-one.com/market-perspectives/isg-buyers-guide-for-master-data-management-classifies-and-rates-software-providers: 2
- https://1password.com/files/resources/why-mdm-isnt-enough-for-device-security.pdf: 1
- https://akamai.com/glossary/what-is-vdi-virtual-desktop-infrastructure: 1
- https://atrocore.com/en/blog/best-master-data-management-tools: 1
- https://blog.cybelesoft.com/manufacturing-vdi-modernization-infrastructure-guide: 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.