# Toucan: how AI models rank it, October 2026

IT AI Recommendation Index, October 2026 Edition. Named in 4 judge labels across 1 categories by 2 of 14 models. Page: https://it-ai-index.com/vendors/toucan/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Embedded analytics | 0% | 26 | 0% | 4 |

## What the models said for it

- "were built from the ground up for embedding" (DeepSeek V4 Flash, Embedded analytics)
- "Toucan is frequently recommended as an editors' pick for B2B SaaS needing guided, customer-facing analytics" (Muse Glimmer 30B, Embedded analytics)
- "embedded-first vendors such as Cube, Explo, Toucan, Embeddable, Sisense" (Muse Glimmer 30B, Embedded analytics)

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, October 2026 Edition, it-ai-index.com.