# Collate: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 2 categories by 3 of 14 models. Page: https://www.gane.ai/index/it/vendors/collate

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data catalogs and governance](https://www.gane.ai/index/it/it-data/data-catalogs-and-governance/index.md) | 0% | 22 | 0% | 3 |
| [Master data management](https://www.gane.ai/index/it/it-data/master-data-management/index.md) | 0% | 27 | 0% | 1 |

## What the models said for it

- "No engineers / want minimal ops → managed open-source Collate/OpenMetadata." (Muse Glimmer 30B, Data catalogs)
- "Mid-market, governance & lineage focus: Collate." (GLM 4.7 FlashX, Master data)

## 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 | 2 | 0 | 2 |
| 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 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Collate, from 21 of the 21 answers that named it (only the models that return a source list).

### Domains cited

- atlan.com: 15
- softwareadvice.com: 10
- capterra.com: 9
- github.com: 9
- g2.com: 8
- datadrivendaily.com: 6
- decube.io: 6
- kanerika.com: 6
- dupple.com: 5
- ovaledge.com: 5

### Pages cited

- https://atlan.com/know/data-catalog/open-source-vs-commercial-data-catalog-total-cost-of-ownership: 12
- https://atlan.com/data-catalog-tools: 10
- https://softwareadvice.com/data-catalog: 7
- https://datadrivendaily.com/data-catalog-tools-compared-the-2026-guide: 6
- https://decube.io/post/top-data-catalog-tools: 6
- https://dupple.com/learn/best-ai-data-catalog-tools: 5
- https://basedash.com/blog/best-data-catalog-tools-compared-2026: 4
- https://capterra.com/master-data-management-software: 4

## 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.