# Ataccama ONE: 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/finance/vendors/ataccama-one

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Entity management](https://www.gane.ai/index/finance/corporate/entity-management/index.md) | 0% | 30 | 0% | 1 |

## What the models said for it

- "Ataccama ONE combines entity resolution, data quality, and governance workflows" (Claude Haiku 4.5, Entity management)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| 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 | 0 | 0 | 0 |

## Sources returned with these answers

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

### Domains cited

- airbyte.com: 1
- anaplan.com: 1
- barc.com: 1
- coverpin.com: 1
- datamation.com: 1
- diliforce.com: 1
- fivetran.com: 1
- gist.github.com: 1
- gitnux.org: 1
- guideflow.com: 1

### Pages cited

- https://airbyte.com/top-etl-tools-for-sources/etl-tools: 1
- https://anaplan.com/content/dam/anaplan/assets/documents/report/analyst-report/ventana-research-financial-consolidation-close-management-buyers-guide-2024.pdf: 1
- https://barc.com/reviews/consolidation-software: 1
- https://coverpin.com/resources/top-10-entity-management-tools-compared: 1
- https://datamation.com/big-data/top-data-integration-tools: 1
- https://diliforce.com/en/blog/top-softwares-for-smarter-entity-management-in-2026: 1
- https://fivetran.com/learn/data-migration-tools: 1
- https://gist.github.com/serp-y/2a341d5820ad6655eae3d3c7093589f4: 1

## Record

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