# OperationsOS: 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/gtm/vendors/operationsos

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [CRM data quality and deduplication](https://www.gane.ai/index/gtm/revops/crm-data-quality-and-deduplication/index.md) | 0% | 74 | 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 | 1 | 0 | 1 |
| 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 OperationsOS, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- alignedup.com: 1
- aptitude8.com: 1
- blog.hubspot.com: 1
- capterra.com: 1
- cognism.com: 1
- databar.ai: 1
- findymail.com: 1
- g2.com: 1
- gane.ai/index: 1
- hubspot.com: 1

### Pages cited

- https://alignedup.com/guides/crm-data-cleansing-tools-workflows-best-practices: 1
- https://aptitude8.com/blog/hubspot-vs-salesforce-data-management: 1
- https://blog.hubspot.com/sales/enterprise-contact-management: 1
- https://capterra.com/data-quality-software: 1
- https://cognism.com/blog/data-quality-management-tools: 1
- https://databar.ai/blog/article/crm-data-cleaning-why-manual-isnt-enough-automated-solutions-that-work: 1
- https://findymail.com/blog/data-cleansing: 1
- https://g2.com/categories/data-quality/f/crm: 1

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.