# Reveal, Tableau vs Plotly Dash Enterprise Comparison

| | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Star Rating** | 4.6 out of 5 | 4.4 out of 5 | 4.8 out of 5 | 
| **Total Reviews** | 60 | 3,653 | 36 | 
| **Largest Market Segment** | Small-Business (52.5% of reviews) | Enterprise (42.1% of reviews) | Small-Business (47.2% of reviews) | 
| **Entry Level Price** | No pricing available | $75.00 1 User Per Month | No pricing available | 

---
## Top Pros & Cons

### Reveal

Pros:
- Analytics (7 reviews)
- Pricing (3 reviews)

Cons:
- Difficult Setup (2 reviews)
- Initial Difficulty (2 reviews)

### Tableau

Pros:
- Ease of Use (634 reviews)
- Data Visualization (544 reviews)

Cons:
- Learning Curve (275 reviews)
- Learning Difficulty (234 reviews)

### Plotly Dash Enterprise

Pros:
- Charting Features (1 reviews)
- Coding Ease (1 reviews)


---
## Ratings Comparison
| Rating | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
  | **Meets Requirements** | 9.0 (52 reviews) | 8.8 (2559 reviews) | 8.8 (30 reviews) | 
  | **Ease of Use** | 8.8 (52 reviews) | 8.3 (2956 reviews) | 8.4 (30 reviews) | 
  | **Ease of Setup** | 9.1 (23 reviews) | 8.3 (1617 reviews) | 8.9 (16 reviews) | 
  | **Ease of Admin** | 8.7 (10 reviews) | 8.2 (807 reviews) | 8.3 (14 reviews) | 
  | **Quality of Support** | 9.3 (49 reviews) | 8.3 (2193 reviews) | 8.1 (27 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.6 (9 reviews) | 8.6 (786 reviews) | 8.8 (12 reviews) | 
  | **Product Direction (% positive)** | 9.3 (47 reviews) | 8.8 (2515 reviews) | 8.8 (30 reviews) | 

---
## Pricing

### Reveal

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Tableau

#### Entry-Level Pricing

Plan: Tableau Standard

Price: $75.00 1 User Per Month

Description: A comprehensive edition to help you explore and understand your data.

Key Features:
- Each additional license starts as low as $15 / user / month

[Browse all 3 editions](https://www.g2.com/products/tableau/pricing)

#### Free Trial

Yes

### Plotly Dash Enterprise

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Reveal** | 8.9/10 | 34 |
| **Tableau** | 8.5/10 | 2078 |
| **Plotly Dash Enterprise** | 9.1/10 | 20 |

#### Reports

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Reports Interface** | 9.3 (29 reviews) | 8.7 (1805 reviews) ✓ Verified | 8.5 (12 reviews) ✓ Verified | 
| **Steps to Answer** | 8.7 (26 reviews) | 8.3 (1604 reviews) ✓ Verified | 7.9 (8 reviews) ✓ Verified | 
| **Graphs and Charts** | 9.2 (29 reviews) | 9.1 (1849 reviews) ✓ Verified | 9.4 (19 reviews) ✓ Verified | 
| **Score Cards** | 8.7 (26 reviews) | 8.6 (1373 reviews) | 9.8 (8 reviews) ✓ Verified | 
| **Dashboards** | 9.2 (30 reviews) | 9.1 (1832 reviews) ✓ Verified | 8.8 (18 reviews) ✓ Verified | 

#### Self Service 

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Calculated Fields** | 8.9 (30 reviews) | 8.5 (1707 reviews) ✓ Verified | 9.0 (12 reviews) ✓ Verified | 
| **Data Column Filtering** | 9.0 (29 reviews) | 8.7 (1723 reviews) ✓ Verified | 8.4 (17 reviews) ✓ Verified | 
| **Data Discovery** | 9.1 (29 reviews) | 8.5 (1664 reviews) ✓ Verified | 9.0 (15 reviews) ✓ Verified | 
| **Search** | Feature Not Available | 8.2 (1424 reviews) | 8.5 (11 reviews) | 
| **Collaboration / Workflow** | 9.1 (25 reviews) | 8.2 (1532 reviews) ✓ Verified | 8.5 (8 reviews) ✓ Verified | 
| **Automodeling** | Feature Not Available | 7.9 (1327 reviews) ✓ Verified | 7.7 (5 reviews) ✓ Verified | 

#### Advanced Analytics

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Predictive Analytics** | Not enough data | 7.8 (1288 reviews) | 9.0 (8 reviews) ✓ Verified | 
| **Data Visualization** | Not enough data | 9.2 (1828 reviews) ✓ Verified | 9.5 (14 reviews) ✓ Verified | 
| **Big Data Services** | Not enough data | 8.1 (1330 reviews) | 8.7 (9 reviews) ✓ Verified | 

#### Building Reports

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Data Transformation** | Feature Not Available | 8.3 (1010 reviews) ✓ Verified | Feature Not Available | 
| **Data Modeling** | Feature Not Available | 8.2 (966 reviews) ✓ Verified | 8.3 (6 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.6 (21 reviews) | 8.3 (857 reviews) ✓ Verified | Not enough data | 
| **Integration APIs** | 8.4 (18 reviews) | 8.1 (842 reviews) ✓ Verified | 8.3 (6 reviews) ✓ Verified | 

#### Platform

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **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 | 

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Reveal** | N/A | N/A |
| **Tableau** | 8.2/10 | 2122 |
| **Plotly Dash Enterprise** | 8.8/10 | 20 |

#### Reports

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Reports Interface** | 9.3 (29 reviews) | 8.7 (1805 reviews) ✓ Verified | 8.5 (12 reviews) ✓ Verified | 
| **Steps to Answer** | 8.7 (26 reviews) | 8.3 (1604 reviews) ✓ Verified | 7.9 (8 reviews) ✓ Verified | 
| **Graphs and Charts** | 9.2 (29 reviews) | 9.1 (1849 reviews) ✓ Verified | 9.4 (19 reviews) ✓ Verified | 
| **Score Cards** | 8.7 (26 reviews) | 8.6 (1373 reviews) | 9.8 (8 reviews) ✓ Verified | 
| **Dashboards** | 9.2 (30 reviews) | 9.1 (1832 reviews) ✓ Verified | 8.8 (18 reviews) ✓ Verified | 

#### Data Preparation

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Connectors** | Not enough data | 8.6 (896 reviews) ✓ Verified | Not enough data | 
| **Data Governance** | Not enough data | 8.4 (850 reviews) ✓ Verified | Not enough data | 

#### Data Modeling and Blending

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Data Querying** | Not enough data | 8.5 (890 reviews) ✓ Verified | Not enough data | 
| **Data Filtering** | Not enough data | 8.8 (918 reviews) ✓ Verified | Not enough data | 
| **Data Blending** | Not enough data | 8.6 (897 reviews) ✓ Verified | Not enough data | 

#### Generative AI

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | 7.4 (425 reviews) | Not enough data | 
| **AI Text Summarization** | Not enough data | 7.5 (449 reviews) | Not enough data | 

#### Agentic AI - Analytics Platforms

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.5 (128 reviews) | Not enough data | 
| **Multi-step Planning** | Not enough data | 7.5 (131 reviews) | Not enough data | 
| **Cross-system Integration** | Not enough data | 7.8 (134 reviews) | Not enough data | 
| **Adaptive Learning** | Not enough data | 7.7 (127 reviews) | Not enough data | 
| **Natural Language Interaction** | Not enough data | 7.8 (125 reviews) | Not enough data | 
| **Proactive Assistance** | Not enough data | 7.5 (124 reviews) | Not enough data | 
| **Decision Making** | Not enough data | 7.9 (130 reviews) | Not enough data | 

#### Self Service 

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Calculated Fields** | 8.9 (30 reviews) | 8.5 (1707 reviews) ✓ Verified | 9.0 (12 reviews) ✓ Verified | 
| **Data Column Filtering** | 9.0 (29 reviews) | 8.7 (1723 reviews) ✓ Verified | 8.4 (17 reviews) ✓ Verified | 
| **Data Discovery** | 9.1 (29 reviews) | 8.5 (1664 reviews) ✓ Verified | 9.0 (15 reviews) ✓ Verified | 
| **Search** | Feature Not Available | 8.2 (1424 reviews) | 8.5 (11 reviews) | 
| **Collaboration / Workflow** | 9.1 (25 reviews) | 8.2 (1532 reviews) ✓ Verified | 8.5 (8 reviews) ✓ Verified | 
| **Automodeling** | Feature Not Available | 7.9 (1327 reviews) ✓ Verified | 7.7 (5 reviews) ✓ Verified | 

#### Deployment & Integration - Analytics Platforms

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **No-code Dashboard Builder** | Not enough data | 8.7 (165 reviews) | Not enough data | 
| **Report Scheduling and Automation** | Not enough data | 8.5 (114 reviews) | Not enough data | 
| **Embedded Analytics and White-labeling** | Not enough data | 8.1 (107 reviews) | Not enough data | 
| **Data Source Connectivity** | Not enough data | 8.6 (154 reviews) | Not enough data | 

#### Advanced Analytics

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Predictive Analytics** | Not enough data | 7.8 (1288 reviews) | 9.0 (8 reviews) ✓ Verified | 
| **Data Visualization** | Not enough data | 9.2 (1828 reviews) ✓ Verified | 9.5 (14 reviews) ✓ Verified | 
| **Big Data Services** | Not enough data | 8.1 (1330 reviews) | 8.7 (9 reviews) ✓ Verified | 

#### Performance & Scalability - Analytics Platforms

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Large data handling and Query Speed** | Not enough data | 7.5 (183 reviews) | Not enough data | 
| **Concurrent User Support** | Not enough data | 8.2 (109 reviews) | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Data Modeling and Governance** | Not enough data | 8.2 (109 reviews) | Not enough data | 
| **Notebook and Script Integration** | Not enough data | 8.0 (103 reviews) | Not enough data | 
| **Built-in Predictive and Statistical Models** | Not enough data | 7.8 (108 reviews) | Not enough data | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Auto-generated Insights and Narratives** | Not enough data | 7.7 (105 reviews) | Not enough data | 
| **Natural Language Queries** | Not enough data | 7.7 (106 reviews) | Not enough data | 
| **Proactive KPI Monitoring and Alerts** | Not enough data | 7.8 (104 reviews) | Not enough data | 
| **AI Agents for Analytical Follow-ups** | Not enough data | 7.7 (103 reviews) | Not enough data | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | Not enough data | 7.7 (104 reviews) | Not enough data | 
| **Role-based Insight Personalization** | Not enough data | 7.9 (109 reviews) | Not enough data | 
| **Conversational and Prompt-based Analytics** | Not enough data | 7.8 (103 reviews) | Not enough data | 

#### Building Reports

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Data Transformation** | Feature Not Available | 8.3 (1010 reviews) ✓ Verified | Feature Not Available | 
| **Data Modeling** | Feature Not Available | 8.2 (966 reviews) ✓ Verified | 8.3 (6 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.6 (21 reviews) | 8.3 (857 reviews) ✓ Verified | Not enough data | 
| **Integration APIs** | 8.4 (18 reviews) | 8.1 (842 reviews) ✓ Verified | 8.3 (6 reviews) ✓ Verified | 

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Reveal** | 8.9/10 | 34 |
| **Tableau** | 8.5/10 | 2068 |
| **Plotly Dash Enterprise** | 9.0/10 | 20 |

#### Reports

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Reports Interface** | 9.3 (29 reviews) | 8.7 (1805 reviews) ✓ Verified | 8.5 (12 reviews) ✓ Verified | 
| **Steps to Answer** | 8.7 (26 reviews) | 8.3 (1604 reviews) ✓ Verified | 7.9 (8 reviews) ✓ Verified | 
| **Graphs and Charts** | 9.2 (29 reviews) | 9.1 (1849 reviews) ✓ Verified | 9.4 (19 reviews) ✓ Verified | 
| **Score Cards** | 8.7 (26 reviews) | 8.6 (1373 reviews) | 9.8 (8 reviews) ✓ Verified | 
| **Dashboards** | 9.2 (30 reviews) | 9.1 (1832 reviews) ✓ Verified | 8.8 (18 reviews) ✓ Verified | 

#### Self Service 

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Calculated Fields** | 8.9 (30 reviews) | 8.5 (1707 reviews) ✓ Verified | 9.0 (12 reviews) ✓ Verified | 
| **Data Column Filtering** | 9.0 (29 reviews) | 8.7 (1723 reviews) ✓ Verified | 8.4 (17 reviews) ✓ Verified | 
| **Data Discovery** | 9.1 (29 reviews) | 8.5 (1664 reviews) ✓ Verified | 9.0 (15 reviews) ✓ Verified | 
| **Search** | Feature Not Available | 8.2 (1424 reviews) | 8.5 (11 reviews) | 
| **Collaboration / Workflow** | 9.1 (25 reviews) | 8.2 (1532 reviews) ✓ Verified | 8.5 (8 reviews) ✓ Verified | 
| **Automodeling** | Feature Not Available | 7.9 (1327 reviews) ✓ Verified | 7.7 (5 reviews) ✓ Verified | 

#### Building Reports

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Data Transformation** | Feature Not Available | 8.3 (1010 reviews) ✓ Verified | Feature Not Available | 
| **Data Modeling** | Feature Not Available | 8.2 (966 reviews) ✓ Verified | 8.3 (6 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.6 (21 reviews) | 8.3 (857 reviews) ✓ Verified | Not enough data | 
| **Integration APIs** | 8.4 (18 reviews) | 8.1 (842 reviews) ✓ Verified | 8.3 (6 reviews) ✓ Verified | 

### Location Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Reveal** | N/A | N/A |
| **Tableau** | 9.2/10 | 33 |
| **Plotly Dash Enterprise** | N/A | N/A |

#### Cartography

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Map Design** | Not enough data | 9.3 (26 reviews) | Not enough data | 
| **Vector Mapping ** | Not enough data | 9.2 (26 reviews) | Not enough data | 
| **Data Visualization** | Not enough data | 9.6 (29 reviews) | Not enough data | 
| **Overlaying** | Not enough data | 9.4 (27 reviews) | Not enough data | 

#### Analysis

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Predictive Analysis** | Not enough data | 9.1 (29 reviews) | Not enough data | 
| **Distance Analysis ** | Not enough data | 9.2 (27 reviews) | Not enough data | 
| **Spatial Analysis** | Not enough data | 9.3 (27 reviews) | Not enough data | 
| **Data Stream** | Not enough data | 9.0 (28 reviews) | Not enough data | 

#### Reporting

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Data Transformation** | Not enough data | 9.3 (28 reviews) | Not enough data | 
| **WYSIWYG Design** | Not enough data | 9.2 (26 reviews) | Not enough data | 
| **API Integrations** | Not enough data | 9.1 (26 reviews) | Not enough data | 

### Data Preparation

| Product | Score | Reviews |
|---|---|---|
| **Reveal** | N/A | N/A |
| **Tableau** | 8.3/10 | 272 |
| **Plotly Dash Enterprise** | N/A | N/A |

#### Data Source Access

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Breadth of Data Sources** | Not enough data | 8.7 (235 reviews) | Not enough data | 
| **Ease of Data Connectivity** | Not enough data | 8.8 (240 reviews) | Not enough data | 
| **API Connectivity** | Not enough data | 8.3 (230 reviews) | Not enough data | 

#### Data Interaction

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Profiling and Classification** | Not enough data | 8.2 (228 reviews) | Not enough data | 
| **Metadata Management** | Not enough data | 8.1 (231 reviews) | Not enough data | 
| **Data Modeling** | Not enough data | 8.3 (231 reviews) | Not enough data | 
| **Data Joining** | Not enough data | 8.5 (235 reviews) | Not enough data | 
| **Data Blending** | Not enough data | 8.3 (233 reviews) | Not enough data | 
| **Data Quality and Cleansing** | Not enough data | 8.4 (230 reviews) | Not enough data | 
| **Data Sharing** | Not enough data | 8.4 (229 reviews) | Not enough data | 
| **Data Governance** | Not enough data | 8.3 (228 reviews) | Not enough data | 

#### Data Exporting

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Breadth of Integrations** | Not enough data | 8.5 (223 reviews) | Not enough data | 
| **Ease of Integrations** | Not enough data | 8.4 (227 reviews) | Not enough data | 
| **Data Workflows** | Not enough data | 8.4 (225 reviews) | Not enough data | 

#### Generative AI

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | 7.4 (219 reviews) | Not enough data | 

### Insurance Analytics

| Product | Score | Reviews |
|---|---|---|
| **Reveal** | N/A | N/A |
| **Tableau** | 9.1/10 | 67 |
| **Plotly Dash Enterprise** | N/A | N/A |

#### Additional Functionality

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Cloud** | Not enough data | 8.9 (62 reviews) | Not enough data | 
| **Dashboard** | Not enough data | 9.3 (63 reviews) | Not enough data | 

#### Basics

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Reporting** | Not enough data | 9.2 (62 reviews) | Not enough data | 

#### Content

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Automation** | Not enough data | 8.9 (59 reviews) | Not enough data | 

#### Data

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Visualization** | Not enough data | 9.3 (61 reviews) | Not enough data | 

#### Interoperability

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Pre-Built Connectors** | Not enough data | 8.9 (59 reviews) | Not enough data | 

#### Performance

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Reporting** | Not enough data | 9.2 (62 reviews) | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Reveal** | N/A | N/A |
| **Tableau** | N/A | N/A |
| **Plotly Dash Enterprise** | N/A | N/A |

#### System

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Data Ingestion & Wrangling** | Not enough data | Not enough data | Not enough data | 

#### Model Development

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Language Support** | Not enough data | Not enough data | Not enough data | 
| **Drag and Drop** | Not enough data | Not enough data | Not enough data | 
| **Pre-Built Algorithms** | Not enough data | Not enough data | Not enough data | 
| **Model Training** | Not enough data | Not enough data | Not enough data | 

#### Model Development

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Feature Engineering** | Not enough data | Not enough data | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Computer Vision** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Generation** | Not enough data | Not enough data | Not enough data | 
| **Artificial Neural Networks** | Not enough data | Not enough data | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Natural Language Understanding** | Not enough data | Not enough data | Not enough data | 
| **Deep Learning** | Not enough data | Not enough data | Not enough data | 

#### Deployment

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Managed Service** | Not enough data | Not enough data | Not enough data | 
| **Application** | Not enough data | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 
| **AI Text-to-Image** | Not enough data | Not enough data | Not enough data | 

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

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **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 | 

### Semantic Layer Tools

| Product | Score | Reviews |
|---|---|---|
| **Reveal** | N/A | N/A |
| **Tableau** | N/A | N/A |
| **Plotly Dash Enterprise** | N/A | N/A |

#### Deployment & Integration - Semantic Layer Tools

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Multi-Environment & Multi-Cloud Support** | Not enough data | Not enough data | Not enough data | 
| **Open API & SDK Integration** | Not enough data | Not enough data | Not enough data | 

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

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Cross-Source Query Federation** | Not enough data | Not enough data | Not enough data | 
| **Dynamic Schema & Metadata Adaptation** | Not enough data | Not enough data | Not enough data | 

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

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Derived & Calculated Metrics** | Not enough data | Not enough data | Not enough data | 
| **Time Intelligence Functions** | Not enough data | Not enough data | Not enough data | 

#### Performance Optimization - Semantic Layer Tools

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Query Caching & Acceleration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Query Optimization** | Not enough data | Not enough data | Not enough data | 

#### Governance - Semantic Layer Tools

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **AI Governance & Observability** | Not enough data | Not enough data | Not enough data | 
| **Metric Lineage for AI Training Data** | Not enough data | Not enough data | Not enough data | 
| **Version Control & Change Impact Analysis** | Not enough data | Not enough data | Not enough data | 

#### Advanced Intelligence - Semantic Layer Tools

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Natural Language Query Interface** | Not enough data | Not enough data | Not enough data | 
| **Semantic Layer for AI/ML Models** | Not enough data | Not enough data | Not enough data | 
| **Recommendation Engine** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI Enablement - Semantic Layer Tools

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Agentic Query Orchestration** | Not enough data | Not enough data | Not enough data | 
| **Contextual Reasoning Layer** | Not enough data | Not enough data | Not enough data | 
| **Workflow Automation via Semantic Agents** | Not enough data | Not enough data | Not enough data | 

### Agentic Analytics

| Product | Score | Reviews |
|---|---|---|
| **Reveal** | N/A | N/A |
| **Tableau** | N/A | N/A |
| **Plotly Dash Enterprise** | N/A | N/A |

#### Data Connectivity and Prep - Agentic Analytics

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **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 | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **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 | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **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 | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **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 |
|---|---|---|
| **Reveal** | N/A | N/A |
| **Tableau** | 8.6/10 | 294 |
| **Plotly Dash Enterprise** | 9.2/10 | 13 |

#### Statistical Tool

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Scripting** | Not enough data | 8.4 (253 reviews) | 9.1 (11 reviews) | 
| **Data Mining** | Not enough data | 8.4 (255 reviews) | 8.8 (8 reviews) | 
| **Algorithms** | Not enough data | 8.4 (245 reviews) | 9.2 (6 reviews) | 

#### Data Analysis

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Analysis** | Not enough data | 9.0 (276 reviews) | 9.5 (11 reviews) | 
| **Data Interaction** | Not enough data | 8.9 (270 reviews) | 9.5 (11 reviews) | 

#### Decision Making

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Modeling** | Not enough data | 8.7 (260 reviews) | 9.4 (8 reviews) | 
| **Data Visualizations** | Not enough data | 9.4 (276 reviews) | 9.8 (9 reviews) | 
| **Report Generation** | Not enough data | 9.1 (269 reviews) | 9.0 (10 reviews) | 
| **Data Unification** | Not enough data | 8.7 (263 reviews) | 8.3 (9 reviews) | 

#### Generative AI

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | 8.0 (177 reviews) | Not enough data | 
| **AI Text Summarization** | Not enough data | 8.0 (176 reviews) | Not enough data | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Reveal** | N/A | N/A |
| **Tableau** | N/A | N/A |
| **Plotly Dash Enterprise** | N/A | N/A |

#### Data Transformation

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Real-Time Analytics** | Not enough data | Not enough data | Not enough data | 
| **Data Querying** | Not enough data | Not enough data | Not enough data | 

#### Connectivity

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Hadoop Integration** | Not enough data | Not enough data | Not enough data | 
| **Spark Integration** | Not enough data | Not enough data | Not enough data | 
| **Multi-Source Analysis** | Not enough data | Not enough data | Not enough data | 
| **Data Lake** | Not enough data | Not enough data | Not enough data | 

#### Operations

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Data Visualization** | Not enough data | Not enough data | Not enough data | 
| **Data Workflow** | Not enough data | Not enough data | Not enough data | 
| **Governed Discovery** | Not enough data | Not enough data | Not enough data | 
| **Embedded Analytics** | Not enough data | Not enough data | Not enough data | 
| **Notebooks** | Not enough data | Not enough data | Not enough data | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Reveal** | N/A | N/A |
| **Tableau** | N/A | N/A |
| **Plotly Dash Enterprise** | N/A | N/A |

#### Building Reports

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Data Transformation** | Feature Not Available | 8.3 (1010 reviews) ✓ Verified | Feature Not Available | 
| **Data Modeling** | Feature Not Available | 8.2 (966 reviews) ✓ Verified | 8.3 (6 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.6 (21 reviews) | 8.3 (857 reviews) ✓ Verified | Not enough data | 
| **Integration APIs** | 8.4 (18 reviews) | 8.1 (842 reviews) ✓ Verified | 8.3 (6 reviews) ✓ Verified | 

#### Platform

| Feature | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **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 | 

---
## Categories
**Shared Categories (1):** [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence)


**Unique to Tableau (7):** [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools), [Insurance Analytics Software](https://www.g2.com/categories/insurance-analytics), [Data Preparation Software](https://www.g2.com/categories/data-preparation), [Location Intelligence Software](https://www.g2.com/categories/location-intelligence), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [Agentic Analytics Software](https://www.g2.com/categories/agentic-analytics)

**Unique to Plotly Dash Enterprise (4):** [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms)


---
## Reviewer Demographics

### By Company Size

| Segment | Reveal | Tableau | Plotly Dash Enterprise | 
|---|---|---|---|
| **Small-Business** | 52.5% | 21.1% | 47.2% | 
| **Mid-Market** | 27.1% | 36.8% | 22.2% | 
| **Enterprise** | 20.3% | 42.1% | 30.6% | 

### By Industry

#### Reveal

- **Computer Software:** 16.9%
- **Information Technology and Services:** 10.2%
- **Financial Services:** 6.8%
- **Higher Education:** 5.1%
- **Retail:** 5.1%
- **Construction:** 5.1%
- **Computer & Network Security:** 3.4%
- **Banking:** 3.4%
- **Telecommunications:** 3.4%
- **Civil Engineering:** 1.7%
- **Other:** 39.0%

#### Tableau

- **Information Technology and Services:** 11.7%
- **Computer Software:** 7.5%
- **Financial Services:** 7.1%
- **Hospital & Health Care:** 4.4%
- **Marketing and Advertising:** 4.3%
- **Higher Education:** 3.9%
- **Telecommunications:** 3.3%
- **Education Management:** 2.8%
- **Internet:** 2.7%
- **Insurance:** 2.6%
- **Other:** 49.7%

#### Plotly Dash Enterprise

- **Computer Software:** 16.7%
- **Consumer Electronics:** 5.6%
- **Retail:** 5.6%
- **Research:** 5.6%
- **Oil & Energy:** 5.6%
- **Information Technology and Services:** 5.6%
- **Accounting:** 2.8%
- **Automotive:** 2.8%
- **Biotechnology:** 2.8%
- **Education Management:** 2.8%
- **Other:** 44.4%

---
## Alternatives

### Alternatives to Reveal

- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 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)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1643 reviews)
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.2/5 stars (600 reviews)
- [Yellowfin BI](https://www.g2.com/products/yellowfin-bi/reviews) — 4.4/5 stars (422 reviews)
- [Sigma](https://www.g2.com/products/sigma-computing-sigma/reviews) — 4.4/5 stars (557 reviews)
- [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) — 4.3/5 stars (692 reviews)
- [Strategy One (formerly MicroStrategy ONE)](https://www.g2.com/products/strategy-one-formerly-microstrategy-one/reviews) — 4.2/5 stars (600 reviews)
- [Google Chart Tools](https://www.g2.com/products/google-chart-tools/reviews) — 4.2/5 stars (513 reviews)

### Alternatives to Tableau

- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.2/5 stars (600 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) — 4.3/5 stars (692 reviews)
- [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews) — 4.1/5 stars (461 reviews)
- [Hex](https://www.g2.com/products/hex-tech-hex/reviews) — 4.5/5 stars (393 reviews)
- [Oracle Analytics Cloud](https://www.g2.com/products/oracle-analytics-cloud/reviews) — 4.1/5 stars (333 reviews)
- [ThoughtSpot](https://www.g2.com/products/thoughtspot/reviews) — 4.4/5 stars (330 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)

### Alternatives to Plotly Dash Enterprise

- [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) — 4.3/5 stars (692 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1643 reviews)
- [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) — 4.5/5 stars (1630 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (198 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)
- [Mode](https://www.g2.com/products/mode-mode/reviews) — 4.5/5 stars (330 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1062 reviews)

---
## Top Discussions

### Reveal

- Title: [Do I need to ask IT to do any configurations before I can use the app?](https://www.g2.com/discussions/do-i-need-to-ask-it-to-do-any-configurations-before-i-can-use-the-app) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "You can connect to data sources without any help from IT. Data stays securely within your organization."
- Title: [Can I customize ReportPlus?](https://www.g2.com/discussions/can-i-customize-reportplus) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "You can easily embed it into your applications, extend or brand/white label the app to match your or your customers’ corporate identity. You can also deploy..."
- Title: [Which data sources does ReportPlus support?](https://www.g2.com/discussions/which-data-sources-does-reportplus-support) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "ReportPlus for iOS supports:

- Flat files, such as Excel, CSV;
- Content Managers, like Dropbox, Google Drive, Sharepoint;
- Social Networks - Facebook,..."

### Tableau

- Title: [have you used Tableau Cloud ? for which industry you used and how was your experience?](https://www.g2.com/discussions/have-you-used-tableau-cloud-for-which-industry-you-used-and-how-was-your-experience) — 2 comments, 2 upvotes
  > **Top comment:** "<p>Hello Tausif,</p><p>I haven't used it yet, but I'm keen to explore about it and learn more about it.  I will probably do this when I have more..."
- Title: [How are business intelligence professionals using Tableau's latest visualization tools to interpret complex data sets?](https://www.g2.com/discussions/how-are-business-intelligence-professionals-using-tableau-s-latest-visualization-tools-to-interpret-complex-data-sets) — 2 comments
  > **Top comment:** "It helps in making very complex visualization in just few clicks. The learning curve is also very shallow. I use it to present client't complex data in..."
- Title: [Do I need Tableau Desktop if I have Tableau Server?](https://www.g2.com/discussions/tableau-do-i-need-tableau-desktop-if-i-have-tableau-server) — 2 comments
  > **Top comment:** "It serves your needs well you don't need to switch "
- Title: [What does Tableau Desktop do?](https://www.g2.com/discussions/what-does-tableau-desktop-do) — 2 comments
  > **Top comment:** "Tableau Desktop help create interactive Dashboards offline and publish it to the wider audience through Tableau public. Tableau Desktop is one of the version..."
- Title: [There are lot of challenges like writing the complex logic and backup of jason file, is there any solution in pipeline?](https://www.g2.com/discussions/there-are-lot-of-challenges-like-writing-the-complex-logic-and-backup-of-jason-file-is-there-any-solution-in-pipeline-c33da826-5a3a-4e10-87f8-c8a4ef5b7954) — 2 comments, 1 upvote
  > **Top comment:** "Yes, in order to take backup JASON is the best option yet. Also there are still few challenges for writing the complex logic."

### Plotly Dash Enterprise

- Title: [is dash being used as an official application by a big company?](https://www.g2.com/discussions/is-dash-being-used-as-an-official-application-by-a-big-company) — 1 comment, 1 upvote
  > **Top comment:** "Hi Nir, thanks for your question! Dash is used by Fortune 500 companies in numerous industries like pharma, finance, energy, manufacturing, HR, and retail...."
- Title: [So Dash is open-source?](https://www.g2.com/discussions/product-f91d256c-b6f1-4773-ae9e-c2202822070a) — 1 comment, 1 upvote
  > **Top comment:** "Dash is an open-core library, but Plotly also offers Dash Enterprise, which extends that core capability to make web apps more functional and easier to..."
- Title: [Does Dash have a GUI?](https://www.g2.com/discussions/product-5f07bbde-711e-4221-bfe0-4f4ac4f4684a) — 1 comment, 1 upvote
  > **Top comment:** "Hi there, yes Dash does! For easy styling, our GUI, Dash Enterprise Design Kit lets you easily arrange, style, and customize Dash apps so that they can be..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/reveal-2022-05-24-vs-tableau-vs-plotly-dash-enterprise)