# Superset: 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/superset

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Embedded analytics](https://www.gane.ai/index/it/it-data/embedded-analytics/index.md) | 0% | 83 | 50% | 2 |

## And against it

- "Avoid pure open-source (e.g., Superset/Metabase) unless you have strong in-house dev resources" (Grok 4.20, Embedded analytics)

## 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 | 1 | 1 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| 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 Superset, from 3 of the 5 answers that named it (only the models that return a source list).

### Domains cited

- techtarget.com: 2
- zoho.com: 2
- atlan.com: 1
- capterra.com: 1
- coalesce.io: 1
- costbench.com: 1
- decube.io: 1
- erstudio.com: 1
- kanerika.com: 1
- mora.com: 1

### Pages cited

- https://atlan.com/data-catalog-tools: 1
- https://atlan.com/know/data-catalog/open-source-vs-commercial-data-catalog-total-cost-of-ownership: 1
- https://capterra.com/data-catalog-software: 1
- https://coalesce.io/data-insights/top-10-data-catalog-tools-2025: 1
- https://costbench.com/best/data-catalog-for-smb: 1
- https://decube.io/post/top-data-catalog-tools: 1
- https://erstudio.com/blog/data-catalog-tools: 1
- https://kanerika.com/blogs/data-catalog-tools: 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.