# Deequ: 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/deequ

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data quality and observability](https://www.gane.ai/index/it/it-data/data-quality-and-observability/index.md) | 0% | 88 | 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 Deequ, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- algoscale.com: 2
- atlan.com: 2
- datakitchen.io: 2
- getbruin.com: 2
- 6sigma.us: 1
- airbyte.com: 1
- apica.io: 1
- arxiv.org: 1
- astronomer.io: 1
- cotocus.com: 1

### Pages cited

- https://algoscale.com/data-engineering/best-data-observability-tools: 2
- https://atlan.com/know/data-observability-tools: 2
- https://datakitchen.io/blog/data-quality-and-data-observability-market-converged-nobody-told-the-pricing: 2
- https://6sigma.us/six-sigma-in-focus/data-quality-tools: 1
- https://airbyte.com/top-etl-tools-for-sources/data-observability-tools: 1
- https://apica.io/blog/how-to-choose-the-best-observability-tools: 1
- https://arxiv.org/html/2407.18649v1: 1
- https://astronomer.io/docs/airflow/2.x/data-quality: 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.