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About cube.dev (Developer Tools)
This page provides details about cube.dev (Developer Tools) which was ranked #24 out of 255 in the list of sources (8 citations (1% share)) in answers from AI models (Anthropic Claude Sonnet (latest),
OpenAI ChatGPT Latest,
Google Gemini Flash (latest)) when they were asked the following 3 questions: "What are the best Analytics & BI options available today? Please provide a comprehensive overview including: the leading brands and products, top companies and service providers, recognized experts and thought leaders, promising startups and new market entrants, major industry events and conferences, active communities and forums, and influential publications and media covering this space.", "What does the Analytics & BI industry look like right now? Identify the dominant market leaders and brands, best products and services, key companies and providers, influential figures and thought leaders, emerging startups and trends, major conferences and events, active professional communities, and the top publications and media that cover this industry.", "If I'm looking to get into Analytics & BI, who and what should I know about? Include the most trusted brands, recommended products and services, reputable companies and providers, influential experts and reviewers to follow, helpful communities and resources, important events and conferences, notable startups disrupting the space, and key publications and media channels to stay informed." on Dec 30, 2025 by AI Chat Watch. This source is referenced for brands: Snowflake, Cube, Semantic Layers, Headless BI.
Used by AI Models
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Pages from cube.dev (1 link)
| URL Path | Citations | Position |
|---|---|---|
| cube.dev | 8 | 61.7 |
Brands Referenced By This Website (4 brands)
| Brand | Voice | Mentions |
|---|---|---|
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36.3% | 36 |
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5.2% | 16 |
| Headless BI | 1.2% | 4 |
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0.4% | 3 |
Citations from AI Responses
Anthropic Claude Sonnet (latest)
(4 citations)
What are the best Analytics & BI options available today? Please provide a comprehensive overview including: the leading brands and products, top companies and service providers, recognized experts and thought leaders, promising startups and new market entrants, major industry events and conferences, active communities and forums, and influential publications and media covering this space.
[...] - dbt-native approach - Self-service analytics 28. **[Preset](https://preset.io/)** - Managed Apache Superset - Cloud-hosted Superset - Collaborative features 29. **[Omni](https://omni.co/)** - Modern BI platform - Centralized semantic layer - Self-service capabilities 30. **[Cube](https://cube.dev/)** - Headless BI platform - Semantic layer as code - API-first architecture 31. **[Explo](https://www.explo.co/)** - Customer-facing analytics - Embedded dashboards - White-label solutions 32. **[GoodData](https://www.gooddata.com/)** - Embedded analytics platform - Multi-tena [...]
What does the Analytics & BI industry look like right now? Identify the dominant market leaders and brands, best products and services, key companies and providers, influential figures and thought leaders, emerging startups and trends, major conferences and events, active professional communities, and the top publications and media that cover this industry.
[...] VJ0w) - **How to Power BI** - [https://www.youtube.com/@HowtoPowerBI](https://www.youtube.com/@HowtoPowerBI) ## Key Market Trends (2024) 1. **AI-Powered Analytics** - Natural language querying, automated insights, generative BI 2. **Semantic Layers** - Universal metrics layer (dbt Semantic Layer, Cube.dev, AtScale) 3. **Embedded Analytics** - Analytics integrated directly into applications 4. **Real-time Analytics** - Shift from batch to streaming analytics 5. **Composable Data Stack** - Best-of-breed tools replacing monolithic platforms 6. **Analytics Engineering** - New role bridging data engineer [...]
[...] posable Data Stack** - Best-of-breed tools replacing monolithic platforms 6. **Analytics Engineering** - New role bridging data engineering and analytics 7. **Data Democratization** - Self-service BI with governance 8. **Headless BI** - API-first analytics platforms ### Additional Modern Tools - **Cube.dev** - [https://cube.dev](https://cube.dev) - Semantic layer platform - **Omni** - [https://omni.co](https://omni.co) - Modern BI platform - **Sigma Computing** - [https://www.sigmacomputing.com](https://www.sigmacomputing.com) - Spreadsheet-like BI interface - **Preql** - [https://www.preql.com](http [...]
[...] Stack** - Best-of-breed tools replacing monolithic platforms 6. **Analytics Engineering** - New role bridging data engineering and analytics 7. **Data Democratization** - Self-service BI with governance 8. **Headless BI** - API-first analytics platforms ### Additional Modern Tools - **Cube.dev** - [https://cube.dev](https://cube.dev) - Semantic layer platform - **Omni** - [https://omni.co](https://omni.co) - Modern BI platform - **Sigma Computing** - [https://www.sigmacomputing.com](https://www.sigmacomputing.com) - Spreadsheet-like BI interface - **Preql** - [https://www.preql.com](https://www.preql.com) - Real-time analytics [...]
OpenAI ChatGPT Latest
(2 citations)
What are the best Analytics & BI options available today? Please provide a comprehensive overview including: the leading brands and products, top companies and service providers, recognized experts and thought leaders, promising startups and new market entrants, major industry events and conferences, active communities and forums, and influential publications and media covering this space.
[...] holder workflows) - [Lightdash](https://www.lightdash.com/) (BI aligned to analytics engineering; popular with [dbt](https://www.getdbt.com/) users) - [Omni](https://www.omni.co/) (modern semantic layer + exploration) - [Astrato](https://astrato.io/) (cloud-native BI, warehouse-first orientation) - [Cube](https://cube.dev/) (semantic layer / metrics layer used to power multiple BI front-ends) (If you share your data stack—e.g., [Snowflake](https://www.snowflake.com/), [Databricks](https://www.databricks.com/), [BigQuery](https://cloud.google.com/bigquery), etc.—I can narrow this to the best-fit “modern stack” combin [...]
If I'm looking to get into Analytics & BI, who and what should I know about? Include the most trusted brands, recommended products and services, reputable companies and providers, influential experts and reviewers to follow, helpful communities and resources, important events and conferences, notable startups disrupting the space, and key publications and media channels to stay informed.
[...] a quality & observability (fast-growing must-have) - **Monte Carlo** — [Monte Carlo](https://www.montecarlodata.com/) - **Soda** — [Soda](https://www.soda.io/) - **Great Expectations (open source)** — [Great Expectations](https://greatexpectations.io/) ### Semantic / headless BI - **Cube** — [Cube](https://cube.dev/) --- ## 5) Reputable providers & ecosystems (the “where work happens”) If you want to be employable quickly, being conversant in at least one major ecosystem helps. - **Microsoft Azure** (Power BI / Fabric / Synapse ecosystem) — [Microsoft Azure](https://azure.microsoft.com/) - **Microsoft F [...]
Google Gemini Flash (latest)
(2 citations)
If I'm looking to get into Analytics & BI, who and what should I know about? Include the most trusted brands, recommended products and services, reputable companies and providers, influential experts and reviewers to follow, helpful communities and resources, important events and conferences, notable startups disrupting the space, and key publications and media channels to stay informed.
[...] lic datasets. [Kaggle](https://www.kaggle.com/) ### 5. Notable Startups & Disruptors These companies are currently changing how teams interact with data through "headless BI" or AI-driven insights. * **Cube**: A leader in the "Semantic Layer" space, helping companies maintain consistent metrics. [Cube.dev](https://cube.dev/) * **Hex**: A collaborative workspace for exploratory analytics and data science. [Hex.tech](https://hex.tech/) * **MotherDuck**: A serverless data warehouse built on top of the popular DuckDB project. [MotherDuck](https://motherduck.com/) * **ThoughtSpot**: Focusing on "Search & AI-Driven An [...]
What does the Analytics & BI industry look like right now? Identify the dominant market leaders and brands, best products and services, key companies and providers, influential figures and thought leaders, emerging startups and trends, major conferences and events, active professional communities, and the top publications and media that cover this industry.
[...] ### 3. Emerging Startups & Trends * **Generative BI**: Using LLMs to build dashboards. Startups like **Pyramid Analytics** [link](https://www.pyramidanalytics.com/) and **Veezoo** [link](https://www.veezoo.com/) are leading here. * **Semantic Layers**: Decentralizing data definitions. **Cube** [link](https://cube.dev/) is a major player. * **Notebook-based BI**: Moving away from dashboards toward data storytelling. **Hex** [link](https://hex.tech/) and **Deepnote** [link](https://deepnote.com/). * **Metric Layers**: **MetricFlow** (acquired by dbt) is standardizing how metrics are calculated across an org. [...]