Cube
Reviews
Star rating
Rank in Embedded Business Intelligence
Pros and cons
Pros
- Ease of Use
- Powerful BI
- Customization
- Innovation
- Integrations
- Performance
Cons
- Missing Features
- Bugs
- Limited Features
- Software Bugs
- SQL Issues
- Data Integration
Traffic & LLM citations
Source: G2 review data
Winning from
Losing to
Key stats
Adoption by company size
| Segment | Share of reviews |
|---|---|
| Small Business | 51.9% |
| Mid-Market | 40.7% |
| Enterprise | 7.4% |
Quarterly history
| Quarter | Reviews | Star rating |
|---|---|---|
| 2025 Q1 | 1 | 4.5 |
| 2025 Q3 | 1 | 5.0 |
| 2026 Q1 | 1 | 4.0 |
Satisfaction ratings
What reviewers say
Powerful Semantic Layer, Average Cloud Support
“Cube has been improving the product, with the new query engine named Tesseract and new APIs.”
What a modern semantic layer solution should look like
“Using CubeJS Cloud to build our semantic layer has been great! It really just takes a lot of development effort off our shoulders. This is especially great for small teams that don't have DevOps engineers available to help create and monitor a platform. The development and mainte”
Totally must-have for modern data analysis systems
“Easy to make pre-aggregations that are a game-changer in modern data analysis systems, as they are a main layer for best in class optimization. Ease of configuration and deployment was a key for me.”