# Sigma Embedded: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Embedded analytics](https://www.gane.ai/index/it/it-data/embedded-analytics/index.md) | 0% | 32 | 0% | 3 |

## What the models said for it

- "Choose Sigma when end users prefer spreadsheet-like workflows." (Perplexity Sonar, Embedded analytics)

## 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 | 1 | 0 | 1 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 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 Sigma Embedded, from 5 of the 5 answers that named it (only the models that return a source list).

### Domains cited

- cube.dev: 4
- holistics.io: 3
- omni.co: 3
- domo.com: 2
- knowi.com: 2
- thoughtspot.com: 2
- zoho.com: 2
- basedash.com: 1
- blog.9cv9.com: 1
- blog.nobledesktop.com: 1

### Pages cited

- https://cube.dev/articles/best-embedded-analytics-platforms-2026: 4
- https://omni.co/articles/best-embedded-analytics-tools-2026: 3
- https://holistics.io/blog/best-embedded-analytics-tools: 2
- https://holistics.io/blog/embedded-analytics-for-saas: 2
- https://omni.co/articles/best-white-label-embedded-analytics-platforms-2026: 2
- https://thoughtspot.com/data-trends/embedded-analytics/embedded-analytics-platform: 2
- https://zoho.com/analytics/insightshq/top-embedded-analytics-tools.html: 2
- https://basedash.com/blog/best-embedded-analytics-platforms-compared-2026: 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.