# Cube.dev: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 2 categories by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/cube-dev

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data virtualization](https://www.gane.ai/index/it/it-data/data-virtualization/index.md) | 0% | 55 | 0% | 1 |
| [Embedded analytics](https://www.gane.ai/index/it/it-data/embedded-analytics/index.md) | 0% | 43 | 0% | 1 |

## What the models said for it

- "Cube.dev (for custom React/Vue chart UI)" (Gemini 3.5 Flash, 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 | 1 | 1 | 0 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| 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 Cube.dev, from 4 of the 8 answers that named it (only the models that return a source list).

### Domains cited

- cube.dev: 4 (its own site)
- embeddable.com: 3
- selecthub.com: 3
- sisense.com: 3
- techtarget.com: 3
- boldbi.com: 2
- g2.com: 2
- helicalinsight.com: 2
- jaspersoft.com: 2
- sigmacomputing.com: 2

### Pages cited

- https://cube.dev/articles/best-embedded-analytics-platforms-2026: 4
- https://selecthub.com/c/embedded-analytics-tools: 3
- https://cube.dev/: 2
- https://cube.dev/articles/build-vs-buy-embedded-analytics: 2
- https://cube.dev/embedded-analytics: 2
- https://helicalinsight.com/top-5-embedded-analytics-platforms: 2
- https://techtarget.com/news/Evaluate-8-of-the-top-embedded-analytics-tools/842843: 2
- https://airbyte.com/data-engineering-resources/bi-tools: 1

## In its own words

What Cube.dev's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: The agentic analytics platform built on a semantic layer (https://cube.dev/)
- For: BI for both humans and AI agents — for your team and your customers. (https://cube.dev/)
- Price stated: Free; $40per developer / month; $80per developer / month; Custom (https://cube.dev/pricing)
- Starting price: $40per developer / month (https://cube.dev/pricing)
- Free plan or trial: Free forever (https://cube.dev/pricing)
- Integrations claimed: 50 (https://cube.dev/)
- Certifications: GDPR, HIPAA, SOC 2 Type II
- Hosting: USA
- Customers named: Brex, Alcon, Drata, Webflow, RamSoft, Cloud Academy, COTA, SecurityScorecard

## What it publishes

Every page cube.dev exposes, read 2026-10-05: 1824 addresses. By kind, pages and the last 90 days:

- blog: 395 pages, 45 in the last 90 days, latest 2026-09-22
- case study: 30 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 4 pages, 0 in the last 90 days, latest undated
- conference or event: 150 pages, 0 in the last 90 days, latest undated
- report or ebook: 14 pages, 0 in the last 90 days, latest 2022-09-15
- comparison: 13 pages, 5 in the last 90 days, latest 2026-08-04
- template or tool: 305 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 21 pages, 11 in the last 90 days, latest 2026-09-28
- Recent: 2026-09-28 glossary or explainer: What is natural language query https://cube.dev/articles/what-is-natural-language-query
- Recent: 2026-09-24 glossary or explainer: What is generative bi https://cube.dev/articles/what-is-generative-bi
- Recent: 2026-09-22 blog: Open source semantic layer https://cube.dev/articles/open-source-semantic-layer
- Recent: 2026-09-21 glossary or explainer: What is augmented analytics https://cube.dev/articles/what-is-augmented-analytics
- Recent: 2026-09-17 blog: Archive https://cube.dev/blog/archive
- Recent: 2026-09-17 blog: Cube snowflake coco https://cube.dev/blog/cube-snowflake-coco

## 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.