# Superset: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/superset

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Dashboards and data visualization](https://www.gane.ai/index/gtm/gtm-data/dashboards-and-data-visualization/index.md) | 0% | 40 | 25% | 4 |

## And against it

- "Metabase, Superset, and similar options can reduce licensing costs, but configuration, upgrades, security, and governance may require substantial technical expertise." (Perplexity Sonar, BI & dashboards)

## 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 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 2 | 0 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 1 | 1 |
| 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 Superset, from 6 of the 10 answers that named it (only the models that return a source list).

### Domains cited

- zapier.com: 2
- zoho.com: 2
- 1clickreport.com: 1
- aampe.com: 1
- admetrics.io: 1
- analyticslegends.ai: 1
- averi.ai: 1
- bbs.unibo.it: 1
- brilworks.com: 1
- cdn.ttgtmedia.com: 1

### Pages cited

- https://zapier.com/blog/business-intelligence-software: 2
- http://cdn.ttgtmedia.com/searchBusinessAnalytics/downloads/TrustRadius_Buyers_Guide_BI_TechTarget_.pdf: 1
- https://1clickreport.com/blog/best-marketing-analytics-software-2026: 1
- https://aampe.com/blog/the-7-best-reverse-etl-tools-in-2024: 1
- https://admetrics.io/compare/best-business-intelligence-software-tools: 1
- https://analyticslegends.ai/guides/sap-businessobjects-end-of-life: 1
- https://averi.ai/how-to/startup-marketing-stack-2026-the-only-5-tools-you-actually-need: 1
- https://bbs.unibo.it/en/the-best-business-intelligence-tools-overview-pros-and-cons: 1

## Record

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