# Telmai: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/telmai

## 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% | 121 | 50% | 2 |

## And against it

- "can be strong, but you should be cautious if your team is small" (GPT-5.4 mini, Data observability)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 1 | 1 |
| 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 Telmai, from 4 of the 5 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 2
- atlan.com: 1
- datadoghq.com: 1
- datakitchen.io: 1
- digna.ai: 1
- docs.bigeye.com: 1
- docs.informatica.com: 1
- docs.soda.io: 1
- dqlabs.ai: 1
- fanruan.com: 1

### Pages cited

- https://g2.com/categories/data-observability/enterprise: 2
- https://atlan.com/know/data-quality/top-tools: 1
- https://datadoghq.com/blog/datadog-acquires-metaplane: 1
- https://datakitchen.io/blog/the-2026-data-quality-and-data-observability-commercial-software-landscape: 1
- https://digna.ai/data-quality-monitoring-tools: 1
- https://docs.bigeye.com/docs/what-is-bigeye: 1
- https://docs.informatica.com/content/dam/source/GUID-6/GUID-634E54CB-CFE3-4B93-BB14-3E91CEFCDB1F/1/en/IN_10401_ReleaseNotes10401_en.pdf: 1
- https://docs.informatica.com/content/dam/source/GUID-B/GUID-BADE6D75-32A7-48F9-AECC-72064F99FA68/72/en/CDQ_October2025_ReleaseNotes_en.pdf: 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.