# Bold BI, Plotly Dash Enterprise vs Tableau Comparison

| | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.8 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 91 | 36 | 3,646 | 
| **Largest Market Segment** | Small-Business (52.3% of reviews) | Small-Business (47.2% of reviews) | Enterprise (42.2% of reviews) | 
| **Entry Level Price** | Contact Us | No pricing available | $75.00 1 User Per Month | 

---
## Top Pros & Cons

### Bold BI

Pros:
- Customer Support (17 reviews)
- Ease of Use (16 reviews)

Cons:
- Bugs (8 reviews)
- Learning Curve (7 reviews)

### Plotly Dash Enterprise

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


### Tableau

Pros:
- Ease of Use (634 reviews)
- Data Visualization (563 reviews)

Cons:
- Learning Curve (282 reviews)
- Learning Difficulty (240 reviews)

---
## Ratings Comparison
| Rating | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
  | **Meets Requirements** | 8.4 (77 reviews) | 8.8 (30 reviews) | 8.7 (2550 reviews) | 
  | **Ease of Use** | 8.6 (80 reviews) | 8.4 (30 reviews) | 8.3 (2945 reviews) | 
  | **Ease of Setup** | 8.5 (67 reviews) | 8.9 (16 reviews) | 8.3 (1606 reviews) | 
  | **Ease of Admin** | 8.7 (56 reviews) | 8.3 (14 reviews) | 8.2 (805 reviews) | 
  | **Quality of Support** | 9.0 (74 reviews) | 8.1 (27 reviews) | 8.3 (2184 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.9 (57 reviews) | 8.8 (12 reviews) | 8.6 (784 reviews) | 
  | **Product Direction (% positive)** | 8.9 (77 reviews) | 8.8 (30 reviews) | 8.8 (2507 reviews) | 

---
## Pricing

### Bold BI

#### Entry-Level Pricing

Plan: Bold BI Cloud Edition

Price: Contact Us

Description: Run Bold BI in a fully managed cloud environment with no infrastructure to maintain. Deploy fast and adapt easily without IT effort.

Key Features:
-  Minimal startup cost.
- Instant setup with no servers to manage.
- Automatic scaling as your usage grows.

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

#### Free Trial

Yes

### Plotly Dash Enterprise

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### 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

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Bold BI** | 8.4/10 | 61 |
| **Plotly Dash Enterprise** | 9.1/10 | 20 |
| **Tableau** | 8.5/10 | 2067 |

#### Reports

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **Reports Interface** | 8.4 (55 reviews) ✓ Verified | 8.5 (12 reviews) ✓ Verified | 8.7 (1799 reviews) ✓ Verified | 
| **Steps to Answer** | 7.9 (54 reviews) ✓ Verified | 7.9 (8 reviews) ✓ Verified | 8.3 (1601 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.5 (56 reviews) ✓ Verified | 9.4 (19 reviews) ✓ Verified | 9.1 (1843 reviews) ✓ Verified | 
| **Score Cards** | 8.2 (53 reviews) ✓ Verified | 9.8 (8 reviews) ✓ Verified | 8.6 (1372 reviews) | 
| **Dashboards** | 8.8 (57 reviews) ✓ Verified | 8.8 (18 reviews) ✓ Verified | 9.1 (1825 reviews) ✓ Verified | 

#### Self Service 

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **Calculated Fields** | 8.3 (55 reviews) ✓ Verified | 9.0 (12 reviews) ✓ Verified | 8.5 (1706 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.3 (57 reviews) ✓ Verified | 8.4 (17 reviews) ✓ Verified | 8.7 (1721 reviews) ✓ Verified | 
| **Data Discovery** | 8.2 (52 reviews) ✓ Verified | 9.0 (15 reviews) ✓ Verified | 8.5 (1661 reviews) ✓ Verified | 
| **Search** | 8.8 (29 reviews) | 8.5 (11 reviews) | 8.2 (1423 reviews) | 
| **Collaboration / Workflow** | 7.8 (47 reviews) ✓ Verified | 8.5 (8 reviews) ✓ Verified | 8.2 (1528 reviews) ✓ Verified | 
| **Automodeling** | 7.7 (24 reviews) | 7.7 (5 reviews) ✓ Verified | 7.9 (1326 reviews) ✓ Verified | 

#### Advanced Analytics

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **Predictive Analytics** | 7.4 (40 reviews) | 9.0 (8 reviews) ✓ Verified | 7.8 (1287 reviews) | 
| **Data Visualization** | 8.6 (53 reviews) ✓ Verified | 9.5 (14 reviews) ✓ Verified | 9.2 (1820 reviews) ✓ Verified | 
| **Big Data Services** | 8.3 (43 reviews) ✓ Verified | 8.7 (9 reviews) ✓ Verified | 8.1 (1325 reviews) | 

#### Building Reports

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **Data Transformation** | 8.0 (20 reviews) | Feature Not Available | 8.3 (1008 reviews) ✓ Verified | 
| **Data Modeling** | 7.5 (20 reviews) | 8.3 (6 reviews) ✓ Verified | 8.2 (965 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.4 (39 reviews) ✓ Verified | Not enough data | 8.3 (851 reviews) ✓ Verified | 
| **Integration APIs** | 8.4 (34 reviews) ✓ Verified | 8.3 (6 reviews) ✓ Verified | 8.1 (841 reviews) ✓ Verified | 

#### Platform

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **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 |
|---|---|---|
| **Bold BI** | 8.1/10 | 63 |
| **Plotly Dash Enterprise** | 8.8/10 | 20 |
| **Tableau** | 8.1/10 | 2111 |

#### Reports

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **Reports Interface** | 8.4 (55 reviews) ✓ Verified | 8.5 (12 reviews) ✓ Verified | 8.7 (1799 reviews) ✓ Verified | 
| **Steps to Answer** | 7.9 (54 reviews) ✓ Verified | 7.9 (8 reviews) ✓ Verified | 8.3 (1601 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.5 (56 reviews) ✓ Verified | 9.4 (19 reviews) ✓ Verified | 9.1 (1843 reviews) ✓ Verified | 
| **Score Cards** | 8.2 (53 reviews) ✓ Verified | 9.8 (8 reviews) ✓ Verified | 8.6 (1372 reviews) | 
| **Dashboards** | 8.8 (57 reviews) ✓ Verified | 8.8 (18 reviews) ✓ Verified | 9.1 (1825 reviews) ✓ Verified | 

#### Data Preparation

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **Connectors** | 8.7 (29 reviews) ✓ Verified | Not enough data | 8.6 (893 reviews) ✓ Verified | 
| **Data Governance** | 8.5 (26 reviews) ✓ Verified | Not enough data | 8.4 (849 reviews) ✓ Verified | 

#### Data Modeling and Blending

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **Data Querying** | 8.3 (30 reviews) ✓ Verified | Not enough data | 8.5 (889 reviews) ✓ Verified | 
| **Data Filtering** | 8.2 (30 reviews) ✓ Verified | Not enough data | 8.8 (916 reviews) ✓ Verified | 
| **Data Blending** | 8.1 (29 reviews) ✓ Verified | Not enough data | 8.6 (895 reviews) ✓ Verified | 

#### Generative AI

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **AI Text Generation** | 6.8 (19 reviews) | Not enough data | 7.4 (424 reviews) | 
| **AI Text Summarization** | 6.7 (19 reviews) | Not enough data | 7.5 (448 reviews) | 

#### Agentic AI - Analytics Platforms

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **Autonomous Task Execution** | 7.6 (7 reviews) | Not enough data | 7.5 (127 reviews) | 
| **Multi-step Planning** | Feature Not Available | Not enough data | 7.5 (130 reviews) | 
| **Cross-system Integration** | Feature Not Available | Not enough data | 7.8 (133 reviews) | 
| **Adaptive Learning** | Feature Not Available | Not enough data | 7.6 (126 reviews) | 
| **Natural Language Interaction** | 9.3 (7 reviews) | Not enough data | 7.7 (123 reviews) | 
| **Proactive Assistance** | Feature Not Available | Not enough data | 7.4 (123 reviews) | 
| **Decision Making** | 8.6 (7 reviews) | Not enough data | 7.9 (129 reviews) | 

#### Self Service 

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **Calculated Fields** | 8.3 (55 reviews) ✓ Verified | 9.0 (12 reviews) ✓ Verified | 8.5 (1706 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.3 (57 reviews) ✓ Verified | 8.4 (17 reviews) ✓ Verified | 8.7 (1721 reviews) ✓ Verified | 
| **Data Discovery** | 8.2 (52 reviews) ✓ Verified | 9.0 (15 reviews) ✓ Verified | 8.5 (1661 reviews) ✓ Verified | 
| **Search** | 8.8 (29 reviews) | 8.5 (11 reviews) | 8.2 (1423 reviews) | 
| **Collaboration / Workflow** | 7.8 (47 reviews) ✓ Verified | 8.5 (8 reviews) ✓ Verified | 8.2 (1528 reviews) ✓ Verified | 
| **Automodeling** | 7.7 (24 reviews) | 7.7 (5 reviews) ✓ Verified | 7.9 (1326 reviews) ✓ Verified | 

#### Deployment & Integration - Analytics Platforms

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **No-code Dashboard Builder** | 8.3 (8 reviews) | Not enough data | 8.7 (160 reviews) | 
| **Report Scheduling and Automation** | 7.9 (8 reviews) | Not enough data | 8.4 (113 reviews) | 
| **Embedded Analytics and White-labeling** | 7.9 (8 reviews) | Not enough data | 8.1 (106 reviews) | 
| **Data Source Connectivity** | 7.9 (7 reviews) | Not enough data | 8.6 (151 reviews) | 

#### Advanced Analytics

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **Predictive Analytics** | 7.4 (40 reviews) | 9.0 (8 reviews) ✓ Verified | 7.8 (1287 reviews) | 
| **Data Visualization** | 8.6 (53 reviews) ✓ Verified | 9.5 (14 reviews) ✓ Verified | 9.2 (1820 reviews) ✓ Verified | 
| **Big Data Services** | 8.3 (43 reviews) ✓ Verified | 8.7 (9 reviews) ✓ Verified | 8.1 (1325 reviews) | 

#### Performance & Scalability - Analytics Platforms

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **Large data handling and Query Speed** | 8.8 (7 reviews) | Not enough data | 7.5 (178 reviews) | 
| **Concurrent User Support** | 8.6 (7 reviews) | Not enough data | 8.2 (108 reviews) | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **Data Modeling and Governance** | 8.3 (7 reviews) | Not enough data | 8.2 (108 reviews) | 
| **Notebook and Script Integration** | Feature Not Available | Not enough data | 8.0 (102 reviews) | 
| **Built-in Predictive and Statistical Models** | 8.1 (7 reviews) | Not enough data | 7.8 (107 reviews) | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **Auto-generated Insights and Narratives** | 7.6 (7 reviews) | Not enough data | 7.7 (103 reviews) | 
| **Natural Language Queries** | 7.9 (7 reviews) | Not enough data | 7.6 (104 reviews) | 
| **Proactive KPI Monitoring and Alerts** | 8.1 (7 reviews) | Not enough data | 7.8 (103 reviews) | 
| **AI Agents for Analytical Follow-ups** | Feature Not Available | Not enough data | 7.6 (102 reviews) | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | Feature Not Available | Not enough data | 7.7 (103 reviews) | 
| **Role-based Insight Personalization** | Feature Not Available | Not enough data | 7.9 (108 reviews) | 
| **Conversational and Prompt-based Analytics** | 8.3 (7 reviews) | Not enough data | 7.7 (102 reviews) | 

#### Building Reports

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **Data Transformation** | 8.0 (20 reviews) | Feature Not Available | 8.3 (1008 reviews) ✓ Verified | 
| **Data Modeling** | 7.5 (20 reviews) | 8.3 (6 reviews) ✓ Verified | 8.2 (965 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.4 (39 reviews) ✓ Verified | Not enough data | 8.3 (851 reviews) ✓ Verified | 
| **Integration APIs** | 8.4 (34 reviews) ✓ Verified | 8.3 (6 reviews) ✓ Verified | 8.1 (841 reviews) ✓ Verified | 

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Bold BI** | 8.4/10 | 61 |
| **Plotly Dash Enterprise** | 9.0/10 | 20 |
| **Tableau** | 8.5/10 | 2057 |

#### Reports

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **Reports Interface** | 8.4 (55 reviews) ✓ Verified | 8.5 (12 reviews) ✓ Verified | 8.7 (1799 reviews) ✓ Verified | 
| **Steps to Answer** | 7.9 (54 reviews) ✓ Verified | 7.9 (8 reviews) ✓ Verified | 8.3 (1601 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.5 (56 reviews) ✓ Verified | 9.4 (19 reviews) ✓ Verified | 9.1 (1843 reviews) ✓ Verified | 
| **Score Cards** | 8.2 (53 reviews) ✓ Verified | 9.8 (8 reviews) ✓ Verified | 8.6 (1372 reviews) | 
| **Dashboards** | 8.8 (57 reviews) ✓ Verified | 8.8 (18 reviews) ✓ Verified | 9.1 (1825 reviews) ✓ Verified | 

#### Self Service 

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **Calculated Fields** | 8.3 (55 reviews) ✓ Verified | 9.0 (12 reviews) ✓ Verified | 8.5 (1706 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.3 (57 reviews) ✓ Verified | 8.4 (17 reviews) ✓ Verified | 8.7 (1721 reviews) ✓ Verified | 
| **Data Discovery** | 8.2 (52 reviews) ✓ Verified | 9.0 (15 reviews) ✓ Verified | 8.5 (1661 reviews) ✓ Verified | 
| **Search** | 8.8 (29 reviews) | 8.5 (11 reviews) | 8.2 (1423 reviews) | 
| **Collaboration / Workflow** | 7.8 (47 reviews) ✓ Verified | 8.5 (8 reviews) ✓ Verified | 8.2 (1528 reviews) ✓ Verified | 
| **Automodeling** | 7.7 (24 reviews) | 7.7 (5 reviews) ✓ Verified | 7.9 (1326 reviews) ✓ Verified | 

#### Building Reports

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **Data Transformation** | 8.0 (20 reviews) | Feature Not Available | 8.3 (1008 reviews) ✓ Verified | 
| **Data Modeling** | 7.5 (20 reviews) | 8.3 (6 reviews) ✓ Verified | 8.2 (965 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.4 (39 reviews) ✓ Verified | Not enough data | 8.3 (851 reviews) ✓ Verified | 
| **Integration APIs** | 8.4 (34 reviews) ✓ Verified | 8.3 (6 reviews) ✓ Verified | 8.1 (841 reviews) ✓ Verified | 

### Location Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Bold BI** | N/A | N/A |
| **Plotly Dash Enterprise** | N/A | N/A |
| **Tableau** | 9.2/10 | 32 |

#### Cartography

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **Map Design** | Not enough data | Not enough data | 9.3 (25 reviews) | 
| **Vector Mapping ** | Not enough data | Not enough data | 9.2 (25 reviews) | 
| **Data Visualization** | Not enough data | Not enough data | 9.6 (28 reviews) | 
| **Overlaying** | Not enough data | Not enough data | 9.4 (26 reviews) | 

#### Analysis

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **Predictive Analysis** | Not enough data | Not enough data | 9.0 (28 reviews) | 
| **Distance Analysis ** | Not enough data | Not enough data | 9.2 (26 reviews) | 
| **Spatial Analysis** | Not enough data | Not enough data | 9.2 (26 reviews) | 
| **Data Stream** | Not enough data | Not enough data | 9.0 (27 reviews) | 

#### Reporting

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | 9.3 (27 reviews) | 
| **WYSIWYG Design** | Not enough data | Not enough data | 9.1 (25 reviews) | 
| **API Integrations** | Not enough data | Not enough data | 9.1 (25 reviews) | 

### Data Preparation

| Product | Score | Reviews |
|---|---|---|
| **Bold BI** | N/A | N/A |
| **Plotly Dash Enterprise** | N/A | N/A |
| **Tableau** | 8.3/10 | 271 |

#### Data Source Access

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **Breadth of Data Sources** | Not enough data | Not enough data | 8.7 (234 reviews) | 
| **Ease of Data Connectivity** | Not enough data | Not enough data | 8.8 (239 reviews) | 
| **API Connectivity** | Not enough data | Not enough data | 8.3 (229 reviews) | 

#### Data Interaction

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **Profiling and Classification** | Not enough data | Not enough data | 8.2 (227 reviews) | 
| **Metadata Management** | Not enough data | Not enough data | 8.1 (230 reviews) | 
| **Data Modeling** | Not enough data | Not enough data | 8.3 (230 reviews) | 
| **Data Joining** | Not enough data | Not enough data | 8.5 (234 reviews) | 
| **Data Blending** | Not enough data | Not enough data | 8.3 (232 reviews) | 
| **Data Quality and Cleansing** | Not enough data | Not enough data | 8.4 (229 reviews) | 
| **Data Sharing** | Not enough data | Not enough data | 8.4 (228 reviews) | 
| **Data Governance** | Not enough data | Not enough data | 8.2 (227 reviews) | 

#### Data Exporting

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **Breadth of Integrations** | Not enough data | Not enough data | 8.5 (222 reviews) | 
| **Ease of Integrations** | Not enough data | Not enough data | 8.4 (226 reviews) | 
| **Data Workflows** | Not enough data | Not enough data | 8.4 (224 reviews) | 

#### Generative AI

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 7.4 (218 reviews) | 

### Insurance Analytics

| Product | Score | Reviews |
|---|---|---|
| **Bold BI** | N/A | N/A |
| **Plotly Dash Enterprise** | N/A | N/A |
| **Tableau** | 9.1/10 | 66 |

#### Additional Functionality

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **Cloud** | Not enough data | Not enough data | 8.9 (61 reviews) | 
| **Dashboard** | Not enough data | Not enough data | 9.3 (62 reviews) | 

#### Basics

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **Reporting** | Not enough data | Not enough data | 9.2 (61 reviews) | 

#### Content

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **Automation** | Not enough data | Not enough data | 8.9 (58 reviews) | 

#### Data

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **Visualization** | Not enough data | Not enough data | 9.3 (60 reviews) | 

#### Interoperability

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **Pre-Built Connectors** | Not enough data | Not enough data | 8.9 (58 reviews) | 

#### Performance

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **Reporting** | Not enough data | Not enough data | 9.2 (61 reviews) | 

### Data Science and Machine Learning Platforms

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

#### System

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

#### Model Development

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

#### Machine/Deep Learning Services

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **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 | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **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 | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **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 | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **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 | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **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 |
|---|---|---|
| **Bold BI** | N/A | N/A |
| **Plotly Dash Enterprise** | N/A | N/A |
| **Tableau** | N/A | N/A |

#### Deployment & Integration - Semantic Layer Tools

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **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 | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **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 | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **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 | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **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 | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **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 | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **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 | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **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 |
|---|---|---|
| **Bold BI** | N/A | N/A |
| **Plotly Dash Enterprise** | N/A | N/A |
| **Tableau** | N/A | N/A |

#### Data Connectivity and Prep - Agentic Analytics

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

#### Statistical Tool

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

#### Data Analysis

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

#### Decision Making

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

#### Generative AI

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

### Big Data Analytics

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

#### Data Transformation

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **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 | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **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 | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **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 |
|---|---|---|
| **Bold BI** | N/A | N/A |
| **Plotly Dash Enterprise** | N/A | N/A |
| **Tableau** | N/A | N/A |

#### Building Reports

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **Data Transformation** | 8.0 (20 reviews) | Feature Not Available | 8.3 (1008 reviews) ✓ Verified | 
| **Data Modeling** | 7.5 (20 reviews) | 8.3 (6 reviews) ✓ Verified | 8.2 (965 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.4 (39 reviews) ✓ Verified | Not enough data | 8.3 (851 reviews) ✓ Verified | 
| **Integration APIs** | 8.4 (34 reviews) ✓ Verified | 8.3 (6 reviews) ✓ Verified | 8.1 (841 reviews) ✓ Verified | 

#### Platform

| Feature | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **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 (2):** [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence)


**Unique to Plotly Dash Enterprise (3):** [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)

**Unique to Tableau (6):** [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), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [Agentic Analytics Software](https://www.g2.com/categories/agentic-analytics)


---
## Reviewer Demographics

### By Company Size

| Segment | Bold BI | Plotly Dash Enterprise | Tableau | 
|---|---|---|---|
| **Small-Business** | 52.3% | 47.2% | 21.2% | 
| **Mid-Market** | 33.7% | 22.2% | 36.7% | 
| **Enterprise** | 14.0% | 30.6% | 42.2% | 

### By Industry

#### Bold BI

- **Computer Software:** 22.1%
- **Information Technology and Services:** 17.4%
- **Financial Services:** 9.3%
- **Telecommunications:** 3.5%
- **Retail:** 3.5%
- **Hospital & Health Care:** 3.5%
- **Marketing and Advertising:** 3.5%
- **Real Estate:** 2.3%
- **Computer & Network Security:** 2.3%
- **Education Management:** 2.3%
- **Other:** 30.2%

#### 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%

#### 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:** 2.7%
- **Other:** 49.7%

---
## Alternatives

### Alternatives to Bold BI

- [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) — 4.5/5 stars (1620 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1050 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1637 reviews)
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.2/5 stars (585 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Yellowfin BI](https://www.g2.com/products/yellowfin-bi/reviews) — 4.4/5 stars (421 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (679 reviews)
- [Strategy One (formerly MicroStrategy ONE)](https://www.g2.com/products/strategy-one-formerly-microstrategy-one/reviews) — 4.2/5 stars (600 reviews)

### Alternatives to Plotly Dash Enterprise

- [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) — 4.3/5 stars (690 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 (1637 reviews)
- [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) — 4.5/5 stars (1620 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 (196 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (679 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 (1050 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 (679 reviews)
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.2/5 stars (585 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 (690 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 (390 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 (329 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)

---
## Top Discussions

### Bold BI

No discussions available for this product.

### 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..."

### 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."

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