# Plotly Dash: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Embedded analytics](https://www.gane.ai/index/it/it-data/embedded-analytics/index.md) | 0% | 55 | 0% | 1 |

## What the models said for it

- "Consider embedded-native options like Embeddable, Plotly Dash, Retool, or Mode Analytics" (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 | 1 | 0 | 0 | 1 |
| 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 Plotly Dash, from 1 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- embeddable.com: 1
- linkedin.com: 1
- reddit.com: 1
- techtarget.com: 1

### Pages cited

- https://embeddable.com/blog/disadvantages-of-embedded-analytics: 1
- https://linkedin.com/pulse/main-disadvantages-embedded-analytics-how-avoid-them-embeddable-hq-oxomf: 1
- https://reddit.com/r/BusinessIntelligence/comments/1sttnor/who_is_doing_embedded_analytics_right_heres_what: 1
- https://reddit.com/r/SaaS/comments/1qquc51/anyone_regret_choosing_an_embedded_analytics_tool: 1
- https://techtarget.com/news/Evaluate-8-of-the-top-embedded-analytics-tools/842843: 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.