# Cube vs Microsoft Power BI Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Microsoft Power BI excels in its ability to connect to various data sources, including SQL servers and Excel files stored in SharePoint. Users appreciate the flexibility to build semantic models and create reports using a wide variety of prebuilt charts, making it a powerful tool for data visualization.
- **Users say** Cube shines in its clarity and ease of use, particularly when selecting columns and generating SQL code automatically for SSMS. The query history feature is also highlighted as a valuable tool for tracking errors, which can be especially beneficial for teams managing complex data queries.
- **Reviewers mention** that Microsoft Power BI has a strong market presence and a wealth of user feedback, with a significantly higher number of recent reviews compared to Cube. This suggests a more robust community and support network, which can be crucial for users seeking assistance or best practices.
- **According to verified reviews** , Cube is particularly well-suited for small teams, as it reduces the development effort required to build a semantic layer. Users have noted that CubeJS Cloud simplifies the process, making it an attractive option for organizations without dedicated DevOps resources.
- **G2 reviewers highlight** that while both products have similar star ratings, Microsoft Power BI's overall G2 Score is significantly higher, indicating greater user satisfaction. This is reflected in feedback where users express confidence in Power BI as a reliable front-end delivery tool for predictive models.
- **Users report** that Cube's data modeling capabilities are strong, with features like data blending and querying receiving positive remarks. However, some users feel that Power BI's data governance and transformation features are more comprehensive, which can be a deciding factor for organizations with complex data management needs.



| | Cube | Microsoft Power BI | 
|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 27 | 1,643 | 
| **Largest Market Segment** | Small-Business (53.8% of reviews) | Enterprise (42.2% of reviews) | 
| **Entry Level Price** | $0.15 1 Cube Compute Unit | Free 1 User | 

---
## Top Pros & Cons

### Cube

Pros:
- Ease of Use (5 reviews)
- Customization (4 reviews)

Cons:
- Missing Features (4 reviews)
- Bugs (3 reviews)

### Microsoft Power BI

Pros:
- Ease of Use (137 reviews)
- Data Visualization (125 reviews)

Cons:
- Learning Curve (75 reviews)
- Slow Performance (65 reviews)

---
## Ratings Comparison
| Rating | Cube | Microsoft Power BI | 
|---|---|---|
  | **Meets Requirements** | 8.8 (23 reviews) | 9.0 (1310 reviews) | 
  | **Ease of Use** | 8.8 (25 reviews) | 8.5 (1337 reviews) | 
  | **Ease of Setup** | 8.5 (14 reviews) | 8.8 (768 reviews) | 
  | **Ease of Admin** | 9.0 (13 reviews) | 8.5 (420 reviews) | 
  | **Quality of Support** | 9.6 (23 reviews) | 8.5 (1162 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.7 (10 reviews) | 8.8 (401 reviews) | 
  | **Product Direction (% positive)** | 10.0 (25 reviews) | 9.3 (1270 reviews) | 

---
## Pricing

### Cube

#### Entry-Level Pricing

Plan: Starter

Price: $0.15 1 Cube Compute Unit

Description: Great for getting started and trying Cube. Everything in Cube Core, plus:

Key Features:
- Fully-hosted AWS/GCP
- Development toolset
- Semantic Layer Sync with one BI: Preset or Metabase

[Browse all 4 editions](https://www.g2.com/products/cube-2023-07-31/pricing)

#### Free Trial

Yes

### Microsoft Power BI

#### Entry-Level Pricing

Plan: Power BI in Microsoft Fabric

Price: Free 1 User

Description: Power BI in Microsoft Fabric

Key Features:
- Sign Up for A Fabric Account

[Browse all 3 editions](https://www.g2.com/products/microsoft-microsoft-power-bi/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Cube** | 9.3/10 | 20 |
| **Microsoft Power BI** | 9.0/10 | 1259 |

#### Reports

| Feature | Cube | Microsoft Power BI | 
|---|---|---|
| **Reports Interface** | 9.0 (12 reviews) | 8.9 (1086 reviews) ✓ Verified | 
| **Steps to Answer** | Feature Not Available | 8.4 (975 reviews) ✓ Verified | 
| **Graphs and Charts** | 9.0 (14 reviews) | 9.1 (1081 reviews) ✓ Verified | 
| **Score Cards** | Feature Not Available | 8.8 (693 reviews) | 
| **Dashboards** | 9.0 (13 reviews) | 9.1 (1080 reviews) ✓ Verified | 

#### Self Service 

| Feature | Cube | Microsoft Power BI | 
|---|---|---|
| **Calculated Fields** | 8.9 (19 reviews) | 8.6 (912 reviews) | 
| **Data Column Filtering** | 9.6 (17 reviews) | 8.9 (900 reviews) | 
| **Data Discovery** | 7.7 (11 reviews) | 8.7 (983 reviews) ✓ Verified | 
| **Search** | 8.0 (9 reviews) | 8.5 (856 reviews) | 
| **Collaboration / Workflow** | 8.3 (10 reviews) | 8.4 (975 reviews) ✓ Verified | 
| **Automodeling** | 7.1 (12 reviews) | 8.2 (883 reviews) ✓ Verified | 

#### Advanced Analytics

| Feature | Cube | Microsoft Power BI | 
|---|---|---|
| **Predictive Analytics** | 6.5 (8 reviews) | 8.3 (743 reviews) ✓ Verified | 
| **Data Visualization** | 8.4 (15 reviews) | 9.2 (1071 reviews) ✓ Verified | 
| **Big Data Services** | 9.2 (11 reviews) | 8.4 (767 reviews) ✓ Verified | 

#### Building Reports

| Feature | Cube | Microsoft Power BI | 
|---|---|---|
| **Data Transformation** | 7.6 (7 reviews) | 8.8 (589 reviews) ✓ Verified | 
| **Data Modeling** | 9.0 (10 reviews) | 8.7 (595 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | Feature Not Available | 8.5 (517 reviews) ✓ Verified | 
| **Integration APIs** | 9.4 (11 reviews) | 8.5 (506 reviews) ✓ Verified | 

#### Platform

| Feature | Cube | Microsoft Power BI | 
|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | 

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Cube** | 8.5/10 | 20 |
| **Microsoft Power BI** | 8.5/10 | 1273 |

#### Reports

| Feature | Cube | Microsoft Power BI | 
|---|---|---|
| **Reports Interface** | 9.0 (12 reviews) | 8.9 (1086 reviews) ✓ Verified | 
| **Steps to Answer** | Feature Not Available | 8.4 (975 reviews) ✓ Verified | 
| **Graphs and Charts** | 9.0 (14 reviews) | 9.1 (1081 reviews) ✓ Verified | 
| **Score Cards** | Feature Not Available | 8.8 (693 reviews) | 
| **Dashboards** | 9.0 (13 reviews) | 9.1 (1080 reviews) ✓ Verified | 

#### Data Preparation

| Feature | Cube | Microsoft Power BI | 
|---|---|---|
| **Connectors** | 9.0 (13 reviews) | 9.0 (690 reviews) ✓ Verified | 
| **Data Governance** | 7.2 (10 reviews) | 8.8 (628 reviews) ✓ Verified | 

#### Data Modeling and Blending

| Feature | Cube | Microsoft Power BI | 
|---|---|---|
| **Data Querying** | 9.3 (17 reviews) | 8.9 (659 reviews) ✓ Verified | 
| **Data Filtering** | 9.4 (16 reviews) | 9.1 (674 reviews) ✓ Verified | 
| **Data Blending** | 9.5 (10 reviews) | 8.8 (689 reviews) ✓ Verified | 

#### Generative AI

| Feature | Cube | Microsoft Power BI | 
|---|---|---|
| **AI Text Generation** | Not enough data | 7.7 (305 reviews) | 
| **AI Text Summarization** | Feature Not Available | 7.7 (304 reviews) | 

#### Agentic AI - Analytics Platforms

| Feature | Cube | Microsoft Power BI | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.6 (147 reviews) | 
| **Multi-step Planning** | Not enough data | 8.0 (150 reviews) | 
| **Cross-system Integration** | Not enough data | 8.4 (152 reviews) | 
| **Adaptive Learning** | Not enough data | 8.2 (149 reviews) | 
| **Natural Language Interaction** | Not enough data | 7.9 (150 reviews) | 
| **Proactive Assistance** | Not enough data | 8.1 (148 reviews) | 
| **Decision Making** | Not enough data | 8.5 (156 reviews) | 

#### Self Service 

| Feature | Cube | Microsoft Power BI | 
|---|---|---|
| **Calculated Fields** | 8.9 (19 reviews) | 8.6 (912 reviews) | 
| **Data Column Filtering** | 9.6 (17 reviews) | 8.9 (900 reviews) | 
| **Data Discovery** | 7.7 (11 reviews) | 8.7 (983 reviews) ✓ Verified | 
| **Search** | 8.0 (9 reviews) | 8.5 (856 reviews) | 
| **Collaboration / Workflow** | 8.3 (10 reviews) | 8.4 (975 reviews) ✓ Verified | 
| **Automodeling** | 7.1 (12 reviews) | 8.2 (883 reviews) ✓ Verified | 

#### Deployment & Integration - Analytics Platforms

| Feature | Cube | Microsoft Power BI | 
|---|---|---|
| **No-code Dashboard Builder** | Not enough data | 8.9 (130 reviews) | 
| **Report Scheduling and Automation** | Not enough data | 8.7 (137 reviews) | 
| **Embedded Analytics and White-labeling** | Not enough data | 8.4 (116 reviews) | 
| **Data Source Connectivity** | Not enough data | 9.2 (170 reviews) | 

#### Advanced Analytics

| Feature | Cube | Microsoft Power BI | 
|---|---|---|
| **Predictive Analytics** | 6.5 (8 reviews) | 8.3 (743 reviews) ✓ Verified | 
| **Data Visualization** | 8.4 (15 reviews) | 9.2 (1071 reviews) ✓ Verified | 
| **Big Data Services** | 9.2 (11 reviews) | 8.4 (767 reviews) ✓ Verified | 

#### Performance & Scalability - Analytics Platforms

| Feature | Cube | Microsoft Power BI | 
|---|---|---|
| **Large data handling and Query Speed** | Not enough data | 7.6 (169 reviews) | 
| **Concurrent User Support** | Not enough data | 8.6 (115 reviews) | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Cube | Microsoft Power BI | 
|---|---|---|
| **Data Modeling and Governance** | Not enough data | 8.8 (123 reviews) | 
| **Notebook and Script Integration** | Not enough data | 8.6 (115 reviews) | 
| **Built-in Predictive and Statistical Models** | Not enough data | 8.4 (111 reviews) | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Cube | Microsoft Power BI | 
|---|---|---|
| **Auto-generated Insights and Narratives** | Not enough data | 8.1 (110 reviews) | 
| **Natural Language Queries** | Not enough data | 8.1 (117 reviews) | 
| **Proactive KPI Monitoring and Alerts** | Not enough data | 8.3 (111 reviews) | 
| **AI Agents for Analytical Follow-ups** | Not enough data | 7.9 (108 reviews) | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Cube | Microsoft Power BI | 
|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | Not enough data | 8.0 (111 reviews) | 
| **Role-based Insight Personalization** | Not enough data | 8.3 (114 reviews) | 
| **Conversational and Prompt-based Analytics** | Not enough data | 8.1 (112 reviews) | 

#### Building Reports

| Feature | Cube | Microsoft Power BI | 
|---|---|---|
| **Data Transformation** | 7.6 (7 reviews) | 8.8 (589 reviews) ✓ Verified | 
| **Data Modeling** | 9.0 (10 reviews) | 8.7 (595 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | Feature Not Available | 8.5 (517 reviews) ✓ Verified | 
| **Integration APIs** | 9.4 (11 reviews) | 8.5 (506 reviews) ✓ Verified | 

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Cube** | 9.3/10 | 20 |
| **Microsoft Power BI** | N/A | N/A |

#### Reports

| Feature | Cube | Microsoft Power BI | 
|---|---|---|
| **Reports Interface** | 9.0 (12 reviews) | 8.9 (1086 reviews) ✓ Verified | 
| **Steps to Answer** | Feature Not Available | 8.4 (975 reviews) ✓ Verified | 
| **Graphs and Charts** | 9.0 (14 reviews) | 9.1 (1081 reviews) ✓ Verified | 
| **Score Cards** | Feature Not Available | 8.8 (693 reviews) | 
| **Dashboards** | 9.0 (13 reviews) | 9.1 (1080 reviews) ✓ Verified | 

#### Self Service 

| Feature | Cube | Microsoft Power BI | 
|---|---|---|
| **Calculated Fields** | 8.9 (19 reviews) | 8.6 (912 reviews) | 
| **Data Column Filtering** | 9.6 (17 reviews) | 8.9 (900 reviews) | 
| **Data Discovery** | 7.7 (11 reviews) | 8.7 (983 reviews) ✓ Verified | 
| **Search** | 8.0 (9 reviews) | 8.5 (856 reviews) | 
| **Collaboration / Workflow** | 8.3 (10 reviews) | 8.4 (975 reviews) ✓ Verified | 
| **Automodeling** | 7.1 (12 reviews) | 8.2 (883 reviews) ✓ Verified | 

#### Building Reports

| Feature | Cube | Microsoft Power BI | 
|---|---|---|
| **Data Transformation** | 7.6 (7 reviews) | 8.8 (589 reviews) ✓ Verified | 
| **Data Modeling** | 9.0 (10 reviews) | 8.7 (595 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | Feature Not Available | 8.5 (517 reviews) ✓ Verified | 
| **Integration APIs** | 9.4 (11 reviews) | 8.5 (506 reviews) ✓ Verified | 

### Semantic Layer Tools

| Product | Score | Reviews |
|---|---|---|
| **Cube** | N/A | N/A |
| **Microsoft Power BI** | 8.4/10 | 9 |

#### Deployment & Integration - Semantic Layer Tools

| Feature | Cube | Microsoft Power BI | 
|---|---|---|
| **Multi-Environment & Multi-Cloud Support** | Not enough data | 9.0 (7 reviews) | 
| **Open API & SDK Integration** | Not enough data | 8.8 (7 reviews) | 

#### Data Connectivity & Federation - Semantic Layer Tools

| Feature | Cube | Microsoft Power BI | 
|---|---|---|
| **Cross-Source Query Federation** | Not enough data | 9.4 (8 reviews) | 
| **Dynamic Schema & Metadata Adaptation** | Not enough data | 9.0 (7 reviews) | 

#### Data Modeling & Metrics - Semantic Layer Tools

| Feature | Cube | Microsoft Power BI | 
|---|---|---|
| **Derived & Calculated Metrics** | Not enough data | 9.4 (8 reviews) | 
| **Time Intelligence Functions** | Not enough data | 9.4 (8 reviews) | 

#### Performance Optimization - Semantic Layer Tools

| Feature | Cube | Microsoft Power BI | 
|---|---|---|
| **Query Caching & Acceleration** | Not enough data | 8.3 (7 reviews) | 
| **Adaptive Query Optimization** | Not enough data | 8.3 (8 reviews) | 

#### Governance - Semantic Layer Tools

| Feature | Cube | Microsoft Power BI | 
|---|---|---|
| **AI Governance & Observability** | Not enough data | 7.7 (8 reviews) | 
| **Metric Lineage for AI Training Data** | Not enough data | 7.9 (7 reviews) | 
| **Version Control & Change Impact Analysis** | Not enough data | 7.7 (8 reviews) | 

#### Advanced Intelligence - Semantic Layer Tools

| Feature | Cube | Microsoft Power BI | 
|---|---|---|
| **Natural Language Query Interface** | Not enough data | 8.1 (8 reviews) | 
| **Semantic Layer for AI/ML Models** | Not enough data | 7.9 (7 reviews) | 
| **Recommendation Engine** | Not enough data | 8.3 (7 reviews) | 

#### Agentic AI Enablement - Semantic Layer Tools

| Feature | Cube | Microsoft Power BI | 
|---|---|---|
| **Agentic Query Orchestration** | Not enough data | 7.6 (7 reviews) | 
| **Contextual Reasoning Layer** | Not enough data | 7.6 (7 reviews) | 
| **Workflow Automation via Semantic Agents** | Not enough data | 8.1 (8 reviews) | 

---
## Categories
**Shared Categories (2):** [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools)

**Unique to Cube (1):** [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence)



---
## Reviewer Demographics

### By Company Size

| Segment | Cube | Microsoft Power BI | 
|---|---|---|
| **Small-Business** | 53.8% | 20.9% | 
| **Mid-Market** | 38.5% | 36.8% | 
| **Enterprise** | 7.7% | 42.2% | 

### By Industry

#### Cube

- **Computer Software:** 23.1%
- **Information Technology and Services:** 11.5%
- **Marketing and Advertising:** 7.7%
- **Management Consulting:** 7.7%
- **Hospital & Health Care:** 7.7%
- **Transportation/Trucking/Railroad:** 3.8%
- **Telecommunications:** 3.8%
- **Retail:** 3.8%
- **Research:** 3.8%
- **Real Estate:** 3.8%
- **Other:** 23.1%

#### Microsoft Power BI

- **Information Technology and Services:** 16.3%
- **Computer Software:** 6.8%
- **Financial Services:** 4.7%
- **Telecommunications:** 3.2%
- **Hospital & Health Care:** 3.2%
- **Marketing and Advertising:** 2.9%
- **Education Management:** 2.5%
- **Retail:** 2.4%
- **Automotive:** 2.4%
- **Construction:** 2.4%
- **Other:** 53.3%

---
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---
## Top Discussions

### Cube

No discussions available for this product.

### Microsoft Power BI

- Title: [Is Power BI a Microsoft tool?](https://www.g2.com/discussions/is-power-bi-a-microsoft-tool) — 5 comments, 3 upvotes
  > **Top comment:** "Yes it is"
- Title: [What is Microsoft Power BI Desktop used for?](https://www.g2.com/discussions/what-is-microsoft-power-bi-desktop-used-for) — 4 comments, 1 upvote
  > **Top comment:** "Microsoft Power BI Desktop is a data visualization tool, creating interactive reports and dashboards. It connects to diverse data sources, facilitating..."
- Title: [What are some of the top features of Microsoft BI?](https://www.g2.com/discussions/what-are-some-of-the-top-features-of-microsoft-bi) — 3 comments
  > **Top comment:** "Data Visualization: Microsoft Power BI excels in creating interactive and visually compelling data dashboards and reports, making ramified data easy to..."
- Title: [HOW DO I START MY CAREER IN IT?](https://www.g2.com/discussions/how-do-i-start-my-career-in-it) — 2 comments, 1 upvote
  > **Top comment:** "-Research roles and positions. The IT field is a diverse industry with many specialties.
-Create a short list.
-Learn to code.
-Work on an open-source..."
- Title: [What can Microsoft Power BI do?](https://www.g2.com/discussions/what-can-microsoft-power-bi-do) — 2 comments, 2 upvotes
  > **Top comment:** "Power BI has an excellent query engine with Power Query that provides a great way to transform, mine, aggregate, and perform analyses that would typically be..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/cube-2023-07-31-vs-microsoft-microsoft-power-bi)