# Cube, GoodData.AI vs Domo Comparison

| | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.2 out of 5 | 4.3 out of 5 | 
| **Total Reviews** | 27 | 600 | 1,005 | 
| **Largest Market Segment** | Small-Business (53.8% of reviews) | Mid-Market (43.4% of reviews) | Mid-Market (54.2% of reviews) | 
| **Entry Level Price** | $0.15 1 Cube Compute Unit | Contact Us | Free Trial | 

---
## Top Pros & Cons

### Cube

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

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

### GoodData.AI

Pros:
- Ease of Use (52 reviews)
- Data Visualization (34 reviews)

Cons:
- Learning Curve (28 reviews)
- Missing Features (19 reviews)

### Domo

Pros:
- Ease of Use (247 reviews)
- Data Visualization (116 reviews)

Cons:
- Learning Curve (66 reviews)
- Missing Features (59 reviews)

---
## Ratings Comparison
| Rating | Cube | GoodData.AI | Domo | 
|---|---|---|---|
  | **Meets Requirements** | 8.8 (23 reviews) | 8.4 (480 reviews) | 8.4 (863 reviews) | 
  | **Ease of Use** | 8.8 (25 reviews) | 8.4 (441 reviews) | 8.3 (879 reviews) | 
  | **Ease of Setup** | 8.5 (14 reviews) | 8.0 (382 reviews) | 7.8 (561 reviews) | 
  | **Ease of Admin** | 9.0 (13 reviews) | 7.5 (265 reviews) | 8.1 (471 reviews) | 
  | **Quality of Support** | 9.6 (23 reviews) | 8.8 (385 reviews) | 8.1 (750 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.7 (10 reviews) | 8.4 (242 reviews) | 8.8 (469 reviews) | 
  | **Product Direction (% positive)** | 10.0 (25 reviews) | 7.6 (476 reviews) | 8.6 (857 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

### GoodData.AI

#### Entry-Level Pricing

Plan: Internal Analytics Professional

Price: Contact Us

Description: Per-user Pricing

Key Features:
- Platform Fee + number of users
- Unlimited users & data
- Annual Billing

[Browse all 4 editions](https://www.g2.com/products/gooddata-ai/pricing)

#### Free Trial

No

### Domo

#### Entry-Level Pricing

Plan: Free

Price: Free Trial

Description: Try out the Domo platform for 30 days. No credit card required.

Key Features:
- Full Platform
- Unlimited users
- Onboarding support

[Browse all 2 editions](https://www.g2.com/products/domo/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Cube** | 9.3/10 | 20 |
| **GoodData.AI** | 8.2/10 | 408 |
| **Domo** | 8.1/10 | 737 |

#### Reports

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Reports Interface** | 9.0 (12 reviews) | 8.6 (302 reviews) ✓ Verified | 8.5 (669 reviews) ✓ Verified | 
| **Steps to Answer** | Feature Not Available | 8.3 (279 reviews) ✓ Verified | 7.9 (602 reviews) ✓ Verified | 
| **Graphs and Charts** | 9.0 (14 reviews) | 8.6 (299 reviews) ✓ Verified | 8.8 (670 reviews) ✓ Verified | 
| **Score Cards** | Feature Not Available | 8.3 (269 reviews) ✓ Verified | 8.3 (591 reviews) ✓ Verified | 
| **Dashboards** | 9.0 (13 reviews) | 8.6 (306 reviews) ✓ Verified | 8.7 (666 reviews) ✓ Verified | 

#### Self Service 

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Calculated Fields** | 8.9 (19 reviews) | 8.2 (285 reviews) ✓ Verified | 8.2 (602 reviews) ✓ Verified | 
| **Data Column Filtering** | 9.6 (17 reviews) | 8.7 (289 reviews) ✓ Verified | 8.3 (614 reviews) ✓ Verified | 
| **Data Discovery** | 7.7 (11 reviews) | 8.4 (275 reviews) ✓ Verified | 8.1 (579 reviews) ✓ Verified | 
| **Search** | 8.0 (9 reviews) | 7.8 (261 reviews) | 7.8 (583 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.3 (10 reviews) | 8.0 (269 reviews) ✓ Verified | 7.9 (572 reviews) ✓ Verified | 
| **Automodeling** | 7.1 (12 reviews) | 7.8 (243 reviews) | 7.0 (467 reviews) | 

#### Advanced Analytics

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Predictive Analytics** | 6.5 (8 reviews) | 7.7 (243 reviews) ✓ Verified | 6.8 (440 reviews) ✓ Verified | 
| **Data Visualization** | 8.4 (15 reviews) | 8.6 (294 reviews) ✓ Verified | 8.7 (625 reviews) ✓ Verified | 
| **Big Data Services** | 9.2 (11 reviews) | 8.0 (253 reviews) ✓ Verified | 8.0 (475 reviews) ✓ Verified | 

#### Building Reports

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Data Transformation** | 7.6 (7 reviews) | 7.7 (197 reviews) ✓ Verified | 8.5 (444 reviews) ✓ Verified | 
| **Data Modeling** | 9.0 (10 reviews) | 7.7 (198 reviews) ✓ Verified | 8.1 (319 reviews) | 
| **WYSIWYG Report Design** | Feature Not Available | 8.0 (188 reviews) ✓ Verified | 8.0 (335 reviews) ✓ Verified | 
| **Integration APIs** | 9.4 (11 reviews) | 7.9 (169 reviews) ✓ Verified | 7.9 (385 reviews) ✓ Verified | 

#### Platform

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

### Data Visualization

| Product | Score | Reviews |
|---|---|---|
| **Cube** | N/A | N/A |
| **GoodData.AI** | N/A | N/A |
| **Domo** | 8.4/10 | 723 |

#### Reports

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Reports Interface** | 9.0 (12 reviews) | 8.6 (302 reviews) ✓ Verified | 8.5 (669 reviews) ✓ Verified | 
| **Steps to Answer** | Feature Not Available | 8.3 (279 reviews) ✓ Verified | 7.9 (602 reviews) ✓ Verified | 
| **Graphs and Charts** | 9.0 (14 reviews) | 8.6 (299 reviews) ✓ Verified | 8.8 (670 reviews) ✓ Verified | 
| **Score Cards** | Feature Not Available | 8.3 (269 reviews) ✓ Verified | 8.3 (591 reviews) ✓ Verified | 
| **Dashboards** | 9.0 (13 reviews) | 8.6 (306 reviews) ✓ Verified | 8.7 (666 reviews) ✓ Verified | 

#### Reports

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Reports Interface** | Not enough data | Not enough data | 8.6 (25 reviews) | 
| **Share Reports** | Not enough data | Not enough data | 8.8 (23 reviews) | 
| **Steps to Answer** | Not enough data | Not enough data | 8.3 (22 reviews) | 

#### Generative AI

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 7.5 (17 reviews) | 
| **AI Text Summarization** | Not enough data | Not enough data | 7.5 (17 reviews) | 

#### Visualization

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Graphs and Charts** | Not enough data | Not enough data | 8.5 (24 reviews) | 
| **Score Cards** | Not enough data | Not enough data | 8.3 (23 reviews) | 
| **Dashboards** | Not enough data | Not enough data | 8.3 (24 reviews) | 
| **Formats** | Not enough data | Not enough data | 8.6 (22 reviews) | 

#### Data Updates

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Historical Snapshots** | Not enough data | Not enough data | 8.3 (21 reviews) | 
| **Real-Time Updating** | Not enough data | Not enough data | 9.0 (21 reviews) | 

#### Collaboration

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Sharing** | Not enough data | Not enough data | 8.5 (21 reviews) | 
| **Co-Editing** | Not enough data | Not enough data | 8.3 (21 reviews) | 
| **Devices** | Not enough data | Not enough data | 8.5 (21 reviews) | 

#### Data Updates

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Historical Snapshots** | Not enough data | Not enough data | 8.5 (25 reviews) | 
| **Real-Time Updating** | Not enough data | Not enough data | 8.7 (26 reviews) | 
| **Email Reports** | Not enough data | Not enough data | 7.9 (27 reviews) | 

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Cube** | 8.5/10 | 20 |
| **GoodData.AI** | 8.4/10 | 455 |
| **Domo** | 7.7/10 | 763 |

#### Reports

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Reports Interface** | 9.0 (12 reviews) | 8.6 (302 reviews) ✓ Verified | 8.5 (669 reviews) ✓ Verified | 
| **Steps to Answer** | Feature Not Available | 8.3 (279 reviews) ✓ Verified | 7.9 (602 reviews) ✓ Verified | 
| **Graphs and Charts** | 9.0 (14 reviews) | 8.6 (299 reviews) ✓ Verified | 8.8 (670 reviews) ✓ Verified | 
| **Score Cards** | Feature Not Available | 8.3 (269 reviews) ✓ Verified | 8.3 (591 reviews) ✓ Verified | 
| **Dashboards** | 9.0 (13 reviews) | 8.6 (306 reviews) ✓ Verified | 8.7 (666 reviews) ✓ Verified | 

#### Data Preparation

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Connectors** | 9.0 (13 reviews) | 8.2 (197 reviews) ✓ Verified | 8.3 (266 reviews) ✓ Verified | 
| **Data Governance** | 7.2 (10 reviews) | 8.2 (190 reviews) ✓ Verified | 8.0 (256 reviews) ✓ Verified | 

#### Data Modeling and Blending

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Data Querying** | 9.3 (17 reviews) | 8.1 (225 reviews) ✓ Verified | 8.2 (260 reviews) ✓ Verified | 
| **Data Filtering** | 9.4 (16 reviews) | 8.4 (241 reviews) ✓ Verified | 8.4 (260 reviews) ✓ Verified | 
| **Data Blending** | 9.5 (10 reviews) | 8.1 (207 reviews) ✓ Verified | 8.4 (255 reviews) ✓ Verified | 

#### Generative AI

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | 7.6 (114 reviews) | 6.5 (146 reviews) | 
| **AI Text Summarization** | Feature Not Available | 7.6 (110 reviews) | 6.4 (146 reviews) | 

#### Agentic AI - Analytics Platforms

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.3 (26 reviews) | 7.1 (51 reviews) | 
| **Multi-step Planning** | Not enough data | 9.0 (26 reviews) | 7.1 (51 reviews) | 
| **Cross-system Integration** | Not enough data | 8.4 (24 reviews) | 7.4 (51 reviews) | 
| **Adaptive Learning** | Not enough data | 8.7 (24 reviews) | 7.2 (50 reviews) | 
| **Natural Language Interaction** | Not enough data | 8.8 (26 reviews) | 7.1 (50 reviews) | 
| **Proactive Assistance** | Not enough data | 9.2 (25 reviews) | 7.0 (49 reviews) | 
| **Decision Making** | Not enough data | 8.4 (23 reviews) | 7.2 (51 reviews) | 

#### Self Service 

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Calculated Fields** | 8.9 (19 reviews) | 8.2 (285 reviews) ✓ Verified | 8.2 (602 reviews) ✓ Verified | 
| **Data Column Filtering** | 9.6 (17 reviews) | 8.7 (289 reviews) ✓ Verified | 8.3 (614 reviews) ✓ Verified | 
| **Data Discovery** | 7.7 (11 reviews) | 8.4 (275 reviews) ✓ Verified | 8.1 (579 reviews) ✓ Verified | 
| **Search** | 8.0 (9 reviews) | 7.8 (261 reviews) | 7.8 (583 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.3 (10 reviews) | 8.0 (269 reviews) ✓ Verified | 7.9 (572 reviews) ✓ Verified | 
| **Automodeling** | 7.1 (12 reviews) | 7.8 (243 reviews) | 7.0 (467 reviews) | 

#### Deployment & Integration - Analytics Platforms

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **No-code Dashboard Builder** | Not enough data | 9.1 (23 reviews) | 8.3 (62 reviews) | 
| **Report Scheduling and Automation** | Not enough data | 8.6 (25 reviews) | 8.2 (59 reviews) | 
| **Embedded Analytics and White-labeling** | Not enough data | 9.0 (28 reviews) | 8.0 (50 reviews) | 
| **Data Source Connectivity** | Not enough data | 8.8 (27 reviews) | 8.4 (56 reviews) | 

#### Advanced Analytics

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Predictive Analytics** | 6.5 (8 reviews) | 7.7 (243 reviews) ✓ Verified | 6.8 (440 reviews) ✓ Verified | 
| **Data Visualization** | 8.4 (15 reviews) | 8.6 (294 reviews) ✓ Verified | 8.7 (625 reviews) ✓ Verified | 
| **Big Data Services** | 9.2 (11 reviews) | 8.0 (253 reviews) ✓ Verified | 8.0 (475 reviews) ✓ Verified | 

#### Performance & Scalability - Analytics Platforms

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Large data handling and Query Speed** | Not enough data | 9.0 (24 reviews) | 7.9 (56 reviews) | 
| **Concurrent User Support** | Not enough data | 8.8 (25 reviews) | 8.2 (52 reviews) | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Data Modeling and Governance** | Not enough data | 8.5 (26 reviews) | 7.8 (50 reviews) | 
| **Notebook and Script Integration** | Not enough data | 8.6 (27 reviews) | 7.8 (50 reviews) | 
| **Built-in Predictive and Statistical Models** | Not enough data | 9.0 (24 reviews) | 7.4 (49 reviews) | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Auto-generated Insights and Narratives** | Not enough data | 7.9 (23 reviews) | 7.0 (48 reviews) | 
| **Natural Language Queries** | Not enough data | 8.9 (25 reviews) | 7.1 (47 reviews) | 
| **Proactive KPI Monitoring and Alerts** | Not enough data | 9.1 (27 reviews) | 7.5 (50 reviews) | 
| **AI Agents for Analytical Follow-ups** | Not enough data | 8.5 (23 reviews) | 6.9 (48 reviews) | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | Not enough data | 8.6 (23 reviews) | 6.9 (48 reviews) | 
| **Role-based Insight Personalization** | Not enough data | 8.9 (25 reviews) | 6.9 (48 reviews) | 
| **Conversational and Prompt-based Analytics** | Not enough data | 8.7 (26 reviews) | 6.9 (48 reviews) | 

#### Building Reports

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Data Transformation** | 7.6 (7 reviews) | 7.7 (197 reviews) ✓ Verified | 8.5 (444 reviews) ✓ Verified | 
| **Data Modeling** | 9.0 (10 reviews) | 7.7 (198 reviews) ✓ Verified | 8.1 (319 reviews) | 
| **WYSIWYG Report Design** | Feature Not Available | 8.0 (188 reviews) ✓ Verified | 8.0 (335 reviews) ✓ Verified | 
| **Integration APIs** | 9.4 (11 reviews) | 7.9 (169 reviews) ✓ Verified | 7.9 (385 reviews) ✓ Verified | 

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Cube** | 9.3/10 | 20 |
| **GoodData.AI** | 8.2/10 | 407 |
| **Domo** | 8.2/10 | 734 |

#### Reports

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Reports Interface** | 9.0 (12 reviews) | 8.6 (302 reviews) ✓ Verified | 8.5 (669 reviews) ✓ Verified | 
| **Steps to Answer** | Feature Not Available | 8.3 (279 reviews) ✓ Verified | 7.9 (602 reviews) ✓ Verified | 
| **Graphs and Charts** | 9.0 (14 reviews) | 8.6 (299 reviews) ✓ Verified | 8.8 (670 reviews) ✓ Verified | 
| **Score Cards** | Feature Not Available | 8.3 (269 reviews) ✓ Verified | 8.3 (591 reviews) ✓ Verified | 
| **Dashboards** | 9.0 (13 reviews) | 8.6 (306 reviews) ✓ Verified | 8.7 (666 reviews) ✓ Verified | 

#### Self Service 

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Calculated Fields** | 8.9 (19 reviews) | 8.2 (285 reviews) ✓ Verified | 8.2 (602 reviews) ✓ Verified | 
| **Data Column Filtering** | 9.6 (17 reviews) | 8.7 (289 reviews) ✓ Verified | 8.3 (614 reviews) ✓ Verified | 
| **Data Discovery** | 7.7 (11 reviews) | 8.4 (275 reviews) ✓ Verified | 8.1 (579 reviews) ✓ Verified | 
| **Search** | 8.0 (9 reviews) | 7.8 (261 reviews) | 7.8 (583 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.3 (10 reviews) | 8.0 (269 reviews) ✓ Verified | 7.9 (572 reviews) ✓ Verified | 
| **Automodeling** | 7.1 (12 reviews) | 7.8 (243 reviews) | 7.0 (467 reviews) | 

#### Building Reports

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Data Transformation** | 7.6 (7 reviews) | 7.7 (197 reviews) ✓ Verified | 8.5 (444 reviews) ✓ Verified | 
| **Data Modeling** | 9.0 (10 reviews) | 7.7 (198 reviews) ✓ Verified | 8.1 (319 reviews) | 
| **WYSIWYG Report Design** | Feature Not Available | 8.0 (188 reviews) ✓ Verified | 8.0 (335 reviews) ✓ Verified | 
| **Integration APIs** | 9.4 (11 reviews) | 7.9 (169 reviews) ✓ Verified | 7.9 (385 reviews) ✓ Verified | 

### Data Preparation

| Product | Score | Reviews |
|---|---|---|
| **Cube** | N/A | N/A |
| **GoodData.AI** | N/A | N/A |
| **Domo** | 8.0/10 | 41 |

#### Data Source Access

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Breadth of Data Sources** | Not enough data | Not enough data | 8.6 (37 reviews) | 
| **Ease of Data Connectivity** | Not enough data | Not enough data | 8.6 (37 reviews) | 
| **API Connectivity** | Not enough data | Not enough data | 8.0 (35 reviews) | 

#### Data Interaction

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Profiling and Classification** | Not enough data | Not enough data | 7.6 (32 reviews) | 
| **Metadata Management** | Not enough data | Not enough data | 7.1 (32 reviews) | 
| **Data Modeling** | Not enough data | Not enough data | 7.5 (31 reviews) | 
| **Data Joining** | Not enough data | Not enough data | 8.9 (33 reviews) | 
| **Data Blending** | Not enough data | Not enough data | 8.8 (32 reviews) | 
| **Data Quality and Cleansing** | Not enough data | Not enough data | 8.0 (33 reviews) | 
| **Data Sharing** | Not enough data | Not enough data | 8.3 (33 reviews) | 
| **Data Governance** | Not enough data | Not enough data | 8.0 (33 reviews) | 

#### Data Exporting

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Breadth of Integrations** | Not enough data | Not enough data | 8.2 (35 reviews) | 
| **Ease of Integrations** | Not enough data | Not enough data | 8.1 (34 reviews) | 
| **Data Workflows** | Not enough data | Not enough data | 8.1 (33 reviews) | 

#### Generative AI

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 6.3 (27 reviews) | 

### Data Governance

| Product | Score | Reviews |
|---|---|---|
| **Cube** | N/A | N/A |
| **GoodData.AI** | N/A | N/A |
| **Domo** | 7.5/10 | 30 |

#### Administration

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Data Modelling** | Not enough data | Not enough data | 7.8 (29 reviews) | 
| **Recommendations** | Not enough data | Not enough data | 7.3 (30 reviews) | 
| **Workflow Management** | Not enough data | Not enough data | 7.7 (30 reviews) | 
| **Dashboards and Visualizations** | Not enough data | Not enough data | 8.6 (30 reviews) | 

#### Management

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Business Glossary** | Not enough data | Not enough data | 6.8 (24 reviews) | 
| **Data Discovery** | Not enough data | Not enough data | 6.7 (25 reviews) | 
| **Data Profililng** | Not enough data | Not enough data | 6.7 (24 reviews) | 
| **Reporting and Visualization** | Not enough data | Not enough data | 8.2 (25 reviews) | 
| **Data Lineage** | Not enough data | Not enough data | 8.2 (25 reviews) | 

#### Compliance

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Sensitive Data Compliance** | Not enough data | Not enough data | 8.0 (29 reviews) | 
| **Training and Guidelines** | Not enough data | Not enough data | 7.7 (29 reviews) | 
| **Policy Enforcement** | Not enough data | Not enough data | 7.9 (30 reviews) | 
| **Compliance Monitoring** | Not enough data | Not enough data | 7.8 (29 reviews) | 

#### Security

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Access Control** | Not enough data | Not enough data | 8.3 (26 reviews) | 
| **Roles Management** | Not enough data | Not enough data | 7.9 (26 reviews) | 
| **Compliance Management** | Not enough data | Not enough data | 7.8 (25 reviews) | 

#### Data Quality

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Data Preparation** | Not enough data | Not enough data | 8.3 (28 reviews) | 
| **Data Distribution** | Not enough data | Not enough data | 8.5 (26 reviews) | 
| **Data Unification** | Not enough data | Not enough data | 8.5 (28 reviews) | 

#### Maintainence

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Data Quality Management** | Not enough data | Not enough data | 7.4 (25 reviews) | 
| **Policy Management** | Not enough data | Not enough data | 7.5 (24 reviews) | 

#### Generative AI

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 6.5 (25 reviews) | 
| **AI Text Summarization** | Not enough data | Not enough data | 6.2 (25 reviews) | 

#### Agentic AI - Data Governance

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 6.9 (16 reviews) | 
| **Multi-step Planning** | Not enough data | Not enough data | 7.1 (16 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 7.1 (15 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 7.1 (15 reviews) | 
| **Natural Language Interaction** | Not enough data | Not enough data | 6.8 (15 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 7.2 (16 reviews) | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Cube** | N/A | N/A |
| **GoodData.AI** | N/A | N/A |
| **Domo** | 8.0/10 | 44 |

#### Management

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Reporting** | Not enough data | Not enough data | 8.4 (41 reviews) | 
| **Auditing** | Not enough data | Not enough data | 7.2 (39 reviews) | 

#### Functionality

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Extraction** | Not enough data | Not enough data | 8.0 (40 reviews) | 
| **Transformation** | Not enough data | Not enough data | 8.4 (40 reviews) | 
| **Loading** | Not enough data | Not enough data | 7.8 (39 reviews) | 
| **Automation** | Not enough data | Not enough data | 8.5 (41 reviews) | 
| **Scalability** | Not enough data | Not enough data | 7.9 (38 reviews) | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Cube** | N/A | N/A |
| **GoodData.AI** | N/A | N/A |
| **Domo** | 6.2/10 | 25 |

#### System

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Data Ingestion & Wrangling** | Not enough data | Not enough data | 7.6 (20 reviews) | 

#### Model Development

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Language Support** | Not enough data | Not enough data | 7.5 (24 reviews) | 
| **Drag and Drop** | Not enough data | Not enough data | 7.7 (24 reviews) | 
| **Pre-Built Algorithms** | Not enough data | Not enough data | 6.3 (24 reviews) | 
| **Model Training** | Not enough data | Not enough data | Feature Not Available | 

#### Model Development

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Feature Engineering** | Not enough data | Not enough data | 6.3 (19 reviews) | 

#### Machine/Deep Learning Services

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Computer Vision** | Not enough data | Not enough data | Feature Not Available | 
| **Natural Language Processing** | Not enough data | Not enough data | 6.2 (22 reviews) | 
| **Natural Language Generation** | Not enough data | Not enough data | 6.2 (22 reviews) | 
| **Artificial Neural Networks** | Not enough data | Not enough data | Feature Not Available | 

#### Machine/Deep Learning Services

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Natural Language Understanding** | Not enough data | Not enough data | 5.8 (18 reviews) | 
| **Deep Learning** | Not enough data | Not enough data | 5.8 (18 reviews) | 

#### Deployment

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Managed Service** | Not enough data | Not enough data | 6.6 (22 reviews) | 
| **Application** | Not enough data | Not enough data | 6.4 (23 reviews) | 
| **Scalability** | Not enough data | Not enough data | 7.0 (24 reviews) | 

#### Generative AI

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 6.0 (12 reviews) | 
| **AI Text Summarization** | Not enough data | Not enough data | 4.3 (12 reviews) | 
| **AI Text-to-Image** | Not enough data | Not enough data | 4.0 (10 reviews) | 

#### Agentic AI - Data Science and Machine Learning Platforms

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### AI Agent Builders

| Product | Score | Reviews |
|---|---|---|
| **Cube** | N/A | N/A |
| **GoodData.AI** | N/A | N/A |
| **Domo** | N/A | N/A |

#### Customization - AI Agent Builders

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Natural Language Configuration** | Not enough data | Not enough data | Not enough data | 
| **Tone Customization** | Not enough data | Not enough data | Not enough data | 
| **Security Guardrails** | Not enough data | Not enough data | Not enough data | 

#### Functionality - AI Agent Builders

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Omni-channel Support** | Not enough data | Not enough data | Not enough data | 
| **Agent Branding** | Not enough data | Not enough data | Not enough data | 
| **Proactive Response Capabilities** | Not enough data | Not enough data | Not enough data | 
| **Seamless Human Escalation** | Not enough data | Not enough data | Not enough data | 

#### Data and Analytics - AI Agent Builders

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Analytics & Reporting** | Not enough data | Not enough data | Not enough data | 
| **Contextual Awareness** | Not enough data | Not enough data | Not enough data | 
| **Data Privacy Compliance** | Not enough data | Not enough data | Not enough data | 

#### Integration - AI Agent Builders

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Workflow Automation** | Not enough data | Not enough data | Not enough data | 
| **API Usage** | Not enough data | Not enough data | Not enough data | 
| **Platform Interoperability** | Not enough data | Not enough data | Not enough data | 
| **CRM Data Integration** | Not enough data | Not enough data | Not enough data | 

### Semantic Layer Tools

| Product | Score | Reviews |
|---|---|---|
| **Cube** | N/A | N/A |
| **GoodData.AI** | 8.8/10 | 22 |
| **Domo** | N/A | N/A |

#### Deployment & Integration - Semantic Layer Tools

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Multi-Environment & Multi-Cloud Support** | Not enough data | 8.8 (13 reviews) | Not enough data | 
| **Open API & SDK Integration** | Not enough data | 8.6 (15 reviews) | Not enough data | 

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

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Cross-Source Query Federation** | Not enough data | 8.6 (16 reviews) | Not enough data | 
| **Dynamic Schema & Metadata Adaptation** | Not enough data | 8.9 (16 reviews) | Not enough data | 

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

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Derived & Calculated Metrics** | Not enough data | 9.0 (16 reviews) | Not enough data | 
| **Time Intelligence Functions** | Not enough data | 8.8 (16 reviews) | Not enough data | 

#### Performance Optimization - Semantic Layer Tools

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Query Caching & Acceleration** | Not enough data | 9.0 (16 reviews) | Not enough data | 
| **Adaptive Query Optimization** | Not enough data | 9.0 (13 reviews) | Not enough data | 

#### Governance - Semantic Layer Tools

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **AI Governance & Observability** | Not enough data | 8.8 (13 reviews) | Not enough data | 
| **Metric Lineage for AI Training Data** | Not enough data | 8.6 (13 reviews) | Not enough data | 
| **Version Control & Change Impact Analysis** | Not enough data | 8.8 (16 reviews) | Not enough data | 

#### Advanced Intelligence - Semantic Layer Tools

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Natural Language Query Interface** | Not enough data | 8.5 (13 reviews) | Not enough data | 
| **Semantic Layer for AI/ML Models** | Not enough data | 9.2 (14 reviews) | Not enough data | 
| **Recommendation Engine** | Not enough data | 8.6 (14 reviews) | Not enough data | 

#### Agentic AI Enablement - Semantic Layer Tools

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Agentic Query Orchestration** | Not enough data | 9.0 (14 reviews) | Not enough data | 
| **Contextual Reasoning Layer** | Not enough data | 9.1 (16 reviews) | Not enough data | 
| **Workflow Automation via Semantic Agents** | Not enough data | 9.1 (13 reviews) | Not enough data | 

### Agentic Analytics

| Product | Score | Reviews |
|---|---|---|
| **Cube** | N/A | N/A |
| **GoodData.AI** | N/A | N/A |
| **Domo** | N/A | N/A |

#### Data Connectivity and Prep - Agentic Analytics

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Data Source Connectivity** | Not enough data | Not enough data | Not enough data | 
| **Automated Data Preparation** | Not enough data | Not enough data | Not enough data | 

#### Autonomous Insight Generation - Agentic Analytics

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Continuous Pattern Detection** | Not enough data | Not enough data | Not enough data | 
| **Multi‑Step Reasoning** | Not enough data | Not enough data | Not enough data | 
| **Predictive & Prescriptive Analytics** | Not enough data | Not enough data | Not enough data | 

#### Interaction and Workflow - Agentic Analytics

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Natural Language Query and Conversational Analytics** | Not enough data | Not enough data | Not enough data | 
| **Action Triggering & Workflow Orchestration** | Not enough data | Not enough data | Not enough data | 
| **Explainability & Audit Trails** | Not enough data | Not enough data | Not enough data | 

#### AI Agent Management - Agentic Analytics

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Agent Configuration & Goals** | Not enough data | Not enough data | Not enough data | 
| **Continuous Learning & Feedback** | Not enough data | Not enough data | Not enough data | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **Cube** | N/A | N/A |
| **GoodData.AI** | N/A | N/A |
| **Domo** | N/A | N/A |

#### Statistical Tool

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Scripting** | Not enough data | Not enough data | Not enough data | 
| **Data Mining** | Not enough data | Not enough data | Not enough data | 
| **Algorithms** | Not enough data | Not enough data | Not enough data | 

#### Data Analysis

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Analysis** | Not enough data | Not enough data | Not enough data | 
| **Data Interaction** | Not enough data | Not enough data | Not enough data | 

#### Decision Making

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Modeling** | Not enough data | Not enough data | Not enough data | 
| **Data Visualizations** | Not enough data | Not enough data | Not enough data | 
| **Report Generation** | Not enough data | Not enough data | Not enough data | 
| **Data Unification** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (2):** [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence)

**Unique to Cube (1):** [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools)

**Unique to GoodData.AI (3):** [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [Agentic Analytics Software](https://www.g2.com/categories/agentic-analytics)

**Unique to Domo (7):** [ AI Agent Builders Software](https://www.g2.com/categories/ai-agent-builders), [Data Governance Tools](https://www.g2.com/categories/data-governance-tools), [Data Preparation Software](https://www.g2.com/categories/data-preparation), [ETL Tools](https://www.g2.com/categories/etl-tools), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools), [Agentic Analytics Software](https://www.g2.com/categories/agentic-analytics)


---
## Reviewer Demographics

### By Company Size

| Segment | Cube | GoodData.AI | Domo | 
|---|---|---|---|
| **Small-Business** | 53.8% | 41.3% | 13.5% | 
| **Mid-Market** | 38.5% | 43.4% | 54.2% | 
| **Enterprise** | 7.7% | 15.3% | 32.3% | 

### 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%

#### GoodData.AI

- **Computer Software:** 17.0%
- **Consumer Services:** 15.8%
- **Information Technology and Services:** 15.1%
- **Retail:** 5.2%
- **Marketing and Advertising:** 4.5%
- **Internet:** 3.9%
- **Financial Services:** 3.4%
- **Education Management:** 2.3%
- **Telecommunications:** 1.8%
- **Hospital & Health Care:** 1.6%
- **Other:** 29.4%

#### Domo

- **Computer Software:** 9.6%
- **Marketing and Advertising:** 7.4%
- **Information Technology and Services:** 6.1%
- **Hospital & Health Care:** 5.4%
- **Financial Services:** 4.5%
- **Retail:** 3.7%
- **Internet:** 3.5%
- **Telecommunications:** 3.0%
- **Consumer Goods:** 2.4%
- **Staffing and Recruiting:** 2.1%
- **Other:** 52.4%

---
## Alternatives

### Alternatives to Cube

- [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) — 4.5/5 stars (1628 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3653 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1642 reviews)
- [Sigma](https://www.g2.com/products/sigma-computing-sigma/reviews) — 4.4/5 stars (557 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 (692 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews) — 4.1/5 stars (461 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)

### Alternatives to GoodData.AI

- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3653 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)
- [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews) — 4.1/5 stars (461 reviews)
- [Oracle Analytics Cloud](https://www.g2.com/products/oracle-analytics-cloud/reviews) — 4.1/5 stars (333 reviews)
- [Zoho Analytics](https://www.g2.com/products/zoho-analytics/reviews) — 4.2/5 stars (287 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1642 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1062 reviews)
- [Strategy One (formerly MicroStrategy ONE)](https://www.g2.com/products/strategy-one-formerly-microstrategy-one/reviews) — 4.2/5 stars (600 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)

### Alternatives to Domo

- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3653 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1642 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1062 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [Zoho Analytics](https://www.g2.com/products/zoho-analytics/reviews) — 4.2/5 stars (287 reviews)
- [Grow.com](https://www.g2.com/products/grow-com/reviews) — 4.3/5 stars (274 reviews)
- [ThoughtSpot](https://www.g2.com/products/thoughtspot/reviews) — 4.4/5 stars (330 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (754 reviews)

---
## Top Discussions

### Cube

No discussions available for this product.

### GoodData.AI

- Title: [Is there any way to send .csv or Excel files to people on an automated basis?](https://www.g2.com/discussions/27530-is-there-any-way-to-send-csv-or-excel-files-to-people-on-an-automated-basis) — 2 comments
  > **Top comment:** "I don’t believe this functionality exists in GoodData. You can send the PDF reports generated or you could look at sending the reports directly from your..."
- Title: [send e-mails for users](https://www.g2.com/discussions/13774-send-e-mails-for-users) — 2 comments, 1 upvote
  > **Top comment:** "I believe you can use the API to grab the emails for registered users and then pass them to an email application. Some of this will depend on how you have..."
- Title: [What is the future of that platform?](https://www.g2.com/discussions/34286-what-is-the-future-of-that-platform) — 1 comment, 1 upvote
  > **Top comment:** "Hi - Thank you for your question! We just launched our new, API-first, fully managed analytics platform called GoodData Cloud a few weeks ago. You can get..."
- Title: [What is the best way to show the Community Post list and the topic inside a Community Post? How can you identify community post creator?](https://www.g2.com/discussions/30752-what-is-the-best-way-to-show-the-community-post-list-and-the-topic-inside-a-community-post-how-can-you-identify-community-post-creator) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Hi Disnie,

It is great when projects are active. Sometimes, it is really painful to go back and try to recategorize things according to the new rules and..."
- Title: [How can I better train my team in using good data?](https://www.g2.com/discussions/30717-how-can-i-better-train-my-team-in-using-good-data) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Hi Brittney,

To understand the full semantic data model of your data product can be sometimes overwhelming. I always suggest people start from the..."

### Domo

- Title: [What is Domo used for?](https://www.g2.com/discussions/what-is-domo-used-for) — 1 comment
  > **Top comment:** "<p>Domo is used for business intelligence and data analytics.</p>"
- Title: [What is Domo?](https://www.g2.com/discussions/what-is-domo) — 1 comment, 2 upvotes *(includes official response)*
  > **Top comment:** "Domo brings your business and all its data together in one intuitive platform. With Domo, it’s easy to see the information you care about in one place and..."

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