# re_data: 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/re-data

## 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% | 116 | 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 | 1 | 0 | 1 |
| 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 re_data, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- apica.io: 1
- atlan.com: 1
- datamation.com: 1
- github.com: 1
- grafana.com: 1
- groundcover.com: 1
- integrate.io: 1
- libhunt.com: 1
- linuxblog.io: 1
- logz.io: 1

### Pages cited

- https://apica.io/blog/how-to-choose-the-best-observability-tools: 1
- https://atlan.com/know/data-observability-tools: 1
- https://atlan.com/know/open-source-data-observability-tools: 1
- https://datamation.com/big-data/state-of-observability-review-2024: 1
- https://github.com/BioInformatica-Labs/observabilidade/blob/master/README.md: 1
- https://github.com/topics/data-observability: 1
- https://grafana.com/observability-survey/2024: 1
- https://groundcover.com/guides/observability-platforms-cost-predictability: 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.