# Cube vs Omni Analytics Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Omni Analytics excels in providing a user-friendly interface, making it easy for both analysts and business users to explore data and build dashboards quickly. Users appreciate its ability to support various workflows, including SQL and spreadsheet-like formulas, which enhances usability.
- **Users say** that Cube offers a clear presentation of data, with features like automatic SQL code generation for selected columns, which simplifies the querying process. This functionality is particularly beneficial for teams looking to streamline their data management tasks.
- **According to verified reviews** , Omni Analytics has a higher overall satisfaction score, reflecting its strong performance in quality and support. Users have highlighted the platform's ability to provide actionable insights and its ease of connecting to various data sources, which contributes to a more efficient data analysis experience.
- **Reviewers mention** that Cube's query history feature is a standout, allowing users to track errors effectively. This capability is especially valuable for teams that need to maintain accuracy in their data analytics without extensive development resources.
- **G2 reviewers note** that while Omni Analytics has a slight edge in quality of support, Cube still provides robust assistance, with users appreciating the development team's responsiveness to issues. This support can be crucial for teams that may not have dedicated DevOps resources.
- **Users highlight** that both platforms have their strengths in data visualization, but Omni Analytics stands out with its consistent metrics and ease of use in creating visual reports. This feature is particularly appealing for businesses that rely on clear and effective data presentations to drive decision-making.



| | Cube | Omni Analytics | 
|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.8 out of 5 | 
| **Total Reviews** | 27 | 65 | 
| **Largest Market Segment** | Small-Business (53.8% of reviews) | Small-Business (43.5% of reviews) | 
| **Entry Level Price** | $0.15 1 Cube Compute Unit | No pricing available | 

---
## Top Pros & Cons

### Cube

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

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

### Omni Analytics

Pros:
- Ease of Use (14 reviews)
- Customer Support (10 reviews)

Cons:
- Missing Features (8 reviews)
- Learning Curve (5 reviews)

---
## Ratings Comparison
| Rating | Cube | Omni Analytics | 
|---|---|---|
  | **Meets Requirements** | 8.8 (23 reviews) | 9.1 (61 reviews) | 
  | **Ease of Use** | 8.8 (25 reviews) | 8.7 (62 reviews) | 
  | **Ease of Setup** | 8.5 (14 reviews) | 8.7 (45 reviews) | 
  | **Ease of Admin** | 9.0 (13 reviews) | 8.9 (36 reviews) | 
  | **Quality of Support** | 9.6 (23 reviews) | 9.9 (59 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.7 (10 reviews) | 9.9 (38 reviews) | 
  | **Product Direction (% positive)** | 10.0 (25 reviews) | 9.6 (58 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

### Omni Analytics

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Cube** | 9.3/10 | 20 |
| **Omni Analytics** | 8.7/10 | 53 |

#### Reports

| Feature | Cube | Omni Analytics | 
|---|---|---|
| **Reports Interface** | 9.0 (12 reviews) | 9.0 (51 reviews) | 
| **Steps to Answer** | Feature Not Available | 8.9 (47 reviews) | 
| **Graphs and Charts** | 9.0 (14 reviews) | 9.0 (49 reviews) | 
| **Score Cards** | Feature Not Available | 8.6 (42 reviews) | 
| **Dashboards** | 9.0 (13 reviews) | 9.0 (48 reviews) | 

#### Self Service 

| Feature | Cube | Omni Analytics | 
|---|---|---|
| **Calculated Fields** | 8.9 (19 reviews) | 9.1 (46 reviews) | 
| **Data Column Filtering** | 9.6 (17 reviews) | 9.2 (45 reviews) | 
| **Data Discovery** | 7.7 (11 reviews) | 9.0 (49 reviews) | 
| **Search** | 8.0 (9 reviews) | 8.1 (44 reviews) | 
| **Collaboration / Workflow** | 8.3 (10 reviews) | 8.8 (46 reviews) | 
| **Automodeling** | 7.1 (12 reviews) | 8.2 (42 reviews) | 

#### Advanced Analytics

| Feature | Cube | Omni Analytics | 
|---|---|---|
| **Predictive Analytics** | 6.5 (8 reviews) | Feature Not Available | 
| **Data Visualization** | 8.4 (15 reviews) | 9.0 (49 reviews) | 
| **Big Data Services** | 9.2 (11 reviews) | 8.3 (45 reviews) | 

#### Building Reports

| Feature | Cube | Omni Analytics | 
|---|---|---|
| **Data Transformation** | 7.6 (7 reviews) | 8.5 (33 reviews) | 
| **Data Modeling** | 9.0 (10 reviews) | 9.1 (33 reviews) | 
| **WYSIWYG Report Design** | Feature Not Available | 9.4 (30 reviews) | 
| **Integration APIs** | 9.4 (11 reviews) | 7.0 (23 reviews) | 

#### Platform

| Feature | Cube | Omni Analytics | 
|---|---|---|
| **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 | 

### Data Visualization

| Product | Score | Reviews |
|---|---|---|
| **Cube** | N/A | N/A |
| **Omni Analytics** | 8.5/10 | 53 |

#### Reports

| Feature | Cube | Omni Analytics | 
|---|---|---|
| **Reports Interface** | 9.0 (12 reviews) | 9.0 (51 reviews) | 
| **Steps to Answer** | Feature Not Available | 8.9 (47 reviews) | 
| **Graphs and Charts** | 9.0 (14 reviews) | 9.0 (49 reviews) | 
| **Score Cards** | Feature Not Available | 8.6 (42 reviews) | 
| **Dashboards** | 9.0 (13 reviews) | 9.0 (48 reviews) | 

#### Reports

| Feature | Cube | Omni Analytics | 
|---|---|---|
| **Reports Interface** | Not enough data | 9.0 (30 reviews) | 
| **Share Reports** | Not enough data | 9.1 (32 reviews) | 
| **Steps to Answer** | Not enough data | 8.9 (28 reviews) | 

#### Generative AI

| Feature | Cube | Omni Analytics | 
|---|---|---|
| **AI Text Generation** | Not enough data | 7.2 (21 reviews) | 
| **AI Text Summarization** | Not enough data | 7.0 (21 reviews) | 

#### Visualization

| Feature | Cube | Omni Analytics | 
|---|---|---|
| **Graphs and Charts** | Not enough data | 9.0 (29 reviews) | 
| **Score Cards** | Not enough data | 8.6 (27 reviews) | 
| **Dashboards** | Not enough data | 9.0 (28 reviews) | 
| **Formats** | Not enough data | 8.8 (26 reviews) | 

#### Data Updates

| Feature | Cube | Omni Analytics | 
|---|---|---|
| **Historical Snapshots** | Not enough data | 7.3 (24 reviews) | 
| **Real-Time Updating** | Not enough data | 8.3 (29 reviews) | 

#### Collaboration

| Feature | Cube | Omni Analytics | 
|---|---|---|
| **Sharing** | Not enough data | 8.9 (29 reviews) | 
| **Co-Editing** | Not enough data | Feature Not Available | 
| **Devices** | Not enough data | 8.3 (25 reviews) | 

#### Data Updates

| Feature | Cube | Omni Analytics | 
|---|---|---|
| **Historical Snapshots** | Not enough data | 7.2 (27 reviews) | 
| **Real-Time Updating** | Not enough data | 8.5 (31 reviews) | 
| **Email Reports** | Not enough data | 9.0 (30 reviews) | 

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Cube** | 8.5/10 | 20 |
| **Omni Analytics** | 8.0/10 | 53 |

#### Reports

| Feature | Cube | Omni Analytics | 
|---|---|---|
| **Reports Interface** | 9.0 (12 reviews) | 9.0 (51 reviews) | 
| **Steps to Answer** | Feature Not Available | 8.9 (47 reviews) | 
| **Graphs and Charts** | 9.0 (14 reviews) | 9.0 (49 reviews) | 
| **Score Cards** | Feature Not Available | 8.6 (42 reviews) | 
| **Dashboards** | 9.0 (13 reviews) | 9.0 (48 reviews) | 

#### Data Preparation

| Feature | Cube | Omni Analytics | 
|---|---|---|
| **Connectors** | 9.0 (13 reviews) | 8.7 (35 reviews) | 
| **Data Governance** | 7.2 (10 reviews) | 8.9 (35 reviews) | 

#### Data Modeling and Blending

| Feature | Cube | Omni Analytics | 
|---|---|---|
| **Data Querying** | 9.3 (17 reviews) | 9.5 (38 reviews) | 
| **Data Filtering** | 9.4 (16 reviews) | 9.2 (39 reviews) | 
| **Data Blending** | 9.5 (10 reviews) | 8.8 (36 reviews) | 

#### Generative AI

| Feature | Cube | Omni Analytics | 
|---|---|---|
| **AI Text Generation** | Not enough data | 7.0 (27 reviews) | 
| **AI Text Summarization** | Feature Not Available | 6.9 (27 reviews) | 

#### Agentic AI - Analytics Platforms

| Feature | Cube | Omni Analytics | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 6.7 (12 reviews) | 
| **Multi-step Planning** | Not enough data | 6.7 (11 reviews) | 
| **Cross-system Integration** | Not enough data | 6.3 (10 reviews) | 
| **Adaptive Learning** | Not enough data | 6.8 (10 reviews) | 
| **Natural Language Interaction** | Not enough data | 7.6 (12 reviews) | 
| **Proactive Assistance** | Not enough data | 6.0 (10 reviews) | 
| **Decision Making** | Not enough data | 6.1 (11 reviews) | 

#### Self Service 

| Feature | Cube | Omni Analytics | 
|---|---|---|
| **Calculated Fields** | 8.9 (19 reviews) | 9.1 (46 reviews) | 
| **Data Column Filtering** | 9.6 (17 reviews) | 9.2 (45 reviews) | 
| **Data Discovery** | 7.7 (11 reviews) | 9.0 (49 reviews) | 
| **Search** | 8.0 (9 reviews) | 8.1 (44 reviews) | 
| **Collaboration / Workflow** | 8.3 (10 reviews) | 8.8 (46 reviews) | 
| **Automodeling** | 7.1 (12 reviews) | 8.2 (42 reviews) | 

#### Deployment & Integration - Analytics Platforms

| Feature | Cube | Omni Analytics | 
|---|---|---|
| **No-code Dashboard Builder** | Not enough data | 9.4 (8 reviews) | 
| **Report Scheduling and Automation** | Not enough data | 8.8 (8 reviews) | 
| **Embedded Analytics and White-labeling** | Not enough data | 7.4 (7 reviews) | 
| **Data Source Connectivity** | Not enough data | 9.3 (7 reviews) | 

#### Advanced Analytics

| Feature | Cube | Omni Analytics | 
|---|---|---|
| **Predictive Analytics** | 6.5 (8 reviews) | Feature Not Available | 
| **Data Visualization** | 8.4 (15 reviews) | 9.0 (49 reviews) | 
| **Big Data Services** | 9.2 (11 reviews) | 8.3 (45 reviews) | 

#### Performance & Scalability - Analytics Platforms

| Feature | Cube | Omni Analytics | 
|---|---|---|
| **Large data handling and Query Speed** | Not enough data | 9.0 (8 reviews) | 
| **Concurrent User Support** | Not enough data | 9.4 (8 reviews) | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Cube | Omni Analytics | 
|---|---|---|
| **Data Modeling and Governance** | Not enough data | 9.4 (6 reviews) | 
| **Notebook and Script Integration** | Not enough data | 2.3 (5 reviews) | 
| **Built-in Predictive and Statistical Models** | Not enough data | 4.7 (5 reviews) | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Cube | Omni Analytics | 
|---|---|---|
| **Auto-generated Insights and Narratives** | Not enough data | 7.7 (5 reviews) | 
| **Natural Language Queries** | Not enough data | 7.8 (6 reviews) | 
| **Proactive KPI Monitoring and Alerts** | Not enough data | 6.0 (5 reviews) | 
| **AI Agents for Analytical Follow-ups** | Not enough data | 8.0 (5 reviews) | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Cube | Omni Analytics | 
|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | Not enough data | 7.7 (5 reviews) | 
| **Role-based Insight Personalization** | Not enough data | 5.3 (5 reviews) | 
| **Conversational and Prompt-based Analytics** | Not enough data | 8.3 (6 reviews) | 

#### Building Reports

| Feature | Cube | Omni Analytics | 
|---|---|---|
| **Data Transformation** | 7.6 (7 reviews) | 8.5 (33 reviews) | 
| **Data Modeling** | 9.0 (10 reviews) | 9.1 (33 reviews) | 
| **WYSIWYG Report Design** | Feature Not Available | 9.4 (30 reviews) | 
| **Integration APIs** | 9.4 (11 reviews) | 7.0 (23 reviews) | 

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Cube** | 9.2/10 | 20 |
| **Omni Analytics** | 9.2/10 | 53 |

#### Reports

| Feature | Cube | Omni Analytics | 
|---|---|---|
| **Reports Interface** | 9.0 (12 reviews) | 9.0 (51 reviews) | 
| **Steps to Answer** | Feature Not Available | 8.9 (47 reviews) | 
| **Graphs and Charts** | 9.0 (14 reviews) | 9.0 (49 reviews) | 
| **Score Cards** | Feature Not Available | 8.6 (42 reviews) | 
| **Dashboards** | 9.0 (13 reviews) | 9.0 (48 reviews) | 

#### Self Service 

| Feature | Cube | Omni Analytics | 
|---|---|---|
| **Calculated Fields** | 8.9 (19 reviews) | 9.1 (46 reviews) | 
| **Data Column Filtering** | 9.6 (17 reviews) | 9.2 (45 reviews) | 
| **Data Discovery** | 7.7 (11 reviews) | 9.0 (49 reviews) | 
| **Search** | 8.0 (9 reviews) | 8.1 (44 reviews) | 
| **Collaboration / Workflow** | 8.3 (10 reviews) | 8.8 (46 reviews) | 
| **Automodeling** | 7.1 (12 reviews) | 8.2 (42 reviews) | 

#### Building Reports

| Feature | Cube | Omni Analytics | 
|---|---|---|
| **Data Transformation** | 7.6 (7 reviews) | 8.5 (33 reviews) | 
| **Data Modeling** | 9.0 (10 reviews) | 9.1 (33 reviews) | 
| **WYSIWYG Report Design** | Feature Not Available | 9.4 (30 reviews) | 
| **Integration APIs** | 9.4 (11 reviews) | 7.0 (23 reviews) | 

### Semantic Layer Tools

| Product | Score | Reviews |
|---|---|---|
| **Cube** | N/A | N/A |
| **Omni Analytics** | N/A | N/A |

#### Deployment & Integration - Semantic Layer Tools

| Feature | Cube | Omni Analytics | 
|---|---|---|
| **Multi-Environment & Multi-Cloud Support** | Not enough data | Not enough data | 
| **Open API & SDK Integration** | Not enough data | Not enough data | 

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

| Feature | Cube | Omni Analytics | 
|---|---|---|
| **Cross-Source Query Federation** | Not enough data | Feature Not Available | 
| **Dynamic Schema & Metadata Adaptation** | Not enough data | Not enough data | 

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

| Feature | Cube | Omni Analytics | 
|---|---|---|
| **Derived & Calculated Metrics** | Not enough data | Not enough data | 
| **Time Intelligence Functions** | Not enough data | Not enough data | 

#### Performance Optimization - Semantic Layer Tools

| Feature | Cube | Omni Analytics | 
|---|---|---|
| **Query Caching & Acceleration** | Not enough data | Not enough data | 
| **Adaptive Query Optimization** | Not enough data | Not enough data | 

#### Governance - Semantic Layer Tools

| Feature | Cube | Omni Analytics | 
|---|---|---|
| **AI Governance & Observability** | Not enough data | Not enough data | 
| **Metric Lineage for AI Training Data** | Not enough data | Not enough data | 
| **Version Control & Change Impact Analysis** | Not enough data | Not enough data | 

#### Advanced Intelligence - Semantic Layer Tools

| Feature | Cube | Omni Analytics | 
|---|---|---|
| **Natural Language Query Interface** | Not enough data | Not enough data | 
| **Semantic Layer for AI/ML Models** | Not enough data | Not enough data | 
| **Recommendation Engine** | Not enough data | Not enough data | 

#### Agentic AI Enablement - Semantic Layer Tools

| Feature | Cube | Omni Analytics | 
|---|---|---|
| **Agentic Query Orchestration** | Not enough data | Not enough data | 
| **Contextual Reasoning Layer** | Not enough data | Not enough data | 
| **Workflow Automation via Semantic Agents** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (3):** [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence), [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools)


**Unique to Omni Analytics (1):** [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools)


---
## Reviewer Demographics

### By Company Size

| Segment | Cube | Omni Analytics | 
|---|---|---|
| **Small-Business** | 53.8% | 43.5% | 
| **Mid-Market** | 38.5% | 43.5% | 
| **Enterprise** | 7.7% | 12.9% | 

### 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%

#### Omni Analytics

- **Computer Software:** 23.8%
- **Information Technology and Services:** 14.3%
- **Marketing and Advertising:** 7.9%
- **Consulting:** 4.8%
- **Consumer Goods:** 4.8%
- **Financial Services:** 4.8%
- **Health, Wellness and Fitness:** 4.8%
- **Accounting:** 3.2%
- **Consumer Services:** 3.2%
- **Food & Beverages:** 3.2%
- **Other:** 25.4%

---
## Alternatives

### Alternatives to Cube

- [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) — 4.5/5 stars (1646 reviews)
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.3/5 stars (623 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3772 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1651 reviews)
- [Sigma](https://www.g2.com/products/sigma-computing-sigma/reviews) — 4.4/5 stars (558 reviews)
- [ThoughtSpot](https://www.g2.com/products/thoughtspot/reviews) — 4.4/5 stars (340 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1062 reviews)
- [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) — 4.3/5 stars (694 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1043 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (930 reviews)

### Alternatives to Omni Analytics

- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1651 reviews)
- [Sigma](https://www.g2.com/products/sigma-computing-sigma/reviews) — 4.4/5 stars (558 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (930 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3772 reviews)
- [ThoughtSpot](https://www.g2.com/products/thoughtspot/reviews) — 4.4/5 stars (340 reviews)
- [Hex](https://www.g2.com/products/hex-tech-hex/reviews) — 4.5/5 stars (403 reviews)
- [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) — 4.5/5 stars (1646 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1043 reviews)
- [Mode](https://www.g2.com/products/mode-mode/reviews) — 4.5/5 stars (330 reviews)
- [Data Studio](https://www.g2.com/products/data-studio/reviews) — 4.4/5 stars (476 reviews)

---
## Top Discussions

### Cube

No discussions available for this product.

### Omni Analytics

No discussions available for this product.

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