2 categories · Named, not rankedCube.dev
Cube.dev is a headless business intelligence product with a semantic layer, used for embedded analytics · cube.dev ↗
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. Cube.dev has 2.
Why models recommend it
“Cube.dev (for custom React/Vue chart UI)”Gemini 3.5 Flash · Budget-constrained question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as Cube.dev, over the 8 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 5 | 0 | View → | |
| 5 | 0 | View → | |
| 4 | 1 | View → | |
| 4 | 0 | View → | |
| 3 | 1 | View → | |
| 3 | 0 | View → | |
| 3 | 0 | View → | |
| 3 | 0 | View → | |
| 3 | 0 | View → | |
| 2 | 1 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Cube.dev's own site, not checked by Gane.
- For
- BI for both humans and AI agents — for your team and your customers.
- Price stated
- Free; $40per developer / month; $80per developer / month; Custom
- Starting price
- $40per developer / month
- Free plan or trial
- Free forever
- Integrations
- 50
- Certifications
- GDPR, HIPAA, SOC 2 Type II
- Hosting
- USA
- Customers named
- Brex, Alcon, Drata, Webflow, RamSoft, Cloud Academy, COTA, SecurityScorecard
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 4 of the 8 answers that named Cube.dev and are not a share of its labels.
Domains cited
Twenty-two of the twenty-six domain citations in answers naming Cube.dev came from a third party's page.
Pages cited
Pages are listed as the models cited them.
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 |
What it publishes
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 395 | 45 | 2026-09-22 | Embedded analytics, ETL | |
| Template or tool | 305 | undated | |||
| Conference or event | 150 | undated | Embedded analytics, Data warehouses | ||
| Case study | 30 | undated | Embedded analytics | ||
| Glossary or explainer | 21 | 11 | 2026-09-28 | Embedded analytics | |
| Report or ebook | 14 | 0 | 2022-09-15 | ||
| Comparison | 13 | 5 | 2026-08-04 | ETL, Embedded analytics | |
| Webinar or virtual event | 4 | undated |
Most recent
- 2026-09-28What is natural language query glossary or explainer
- 2026-09-24What is generative bi glossary or explainer
- 2026-09-22Open source semantic layer blog
- 2026-09-21What is augmented analytics glossary or explainer
- 2026-09-17Archive blog
- 2026-09-17Cube snowflake coco blog
How it is countedHide how it is counted
Every page cube.dev exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read October 5, 2026.