# Bokeh, Plotly Dash Enterprise vs Qlik Sense Comparison

| | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.8 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 40 | 36 | 929 | 
| **Largest Market Segment** | Small-Business (55.3% of reviews) | Small-Business (47.2% of reviews) | Enterprise (44.1% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | $30 USD/user/month. Billed Annually.  | 

---
## Top Pros & Cons

### Bokeh

**Not enough data**

### Plotly Dash Enterprise

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


### Qlik Sense

Pros:
- Ease of Use (55 reviews)
- Data Visualization (31 reviews)

Cons:
- Limited Features (17 reviews)
- Missing Features (16 reviews)

---
## Ratings Comparison
| Rating | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
  | **Meets Requirements** | 8.5 (31 reviews) | 8.8 (30 reviews) | 8.5 (604 reviews) | 
  | **Ease of Use** | 7.6 (31 reviews) | 8.4 (30 reviews) | 8.4 (612 reviews) | 
  | **Ease of Setup** | 9.0 (7 reviews) | 8.9 (16 reviews) | 8.2 (335 reviews) | 
  | **Ease of Admin** | 8.8 (7 reviews) | 8.3 (14 reviews) | 8.0 (332 reviews) | 
  | **Quality of Support** | 8.6 (22 reviews) | 8.1 (27 reviews) | 8.0 (552 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.6 (7 reviews) | 8.8 (12 reviews) | 8.5 (328 reviews) | 
  | **Product Direction (% positive)** | 7.2 (29 reviews) | 8.8 (30 reviews) | 8.4 (584 reviews) | 

---
## Pricing

### Bokeh

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### Plotly Dash Enterprise

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### Qlik Sense

#### Entry-Level Pricing

Plan: Qlik Sense® Business

Price: $30 USD/user/month. Billed Annually. 

Description: SaaS solution to operationalize analytics across groups and teams.



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

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Bokeh** | 8.4/10 | 27 |
| **Plotly Dash Enterprise** | 9.1/10 | 20 |
| **Qlik Sense** | 8.6/10 | 561 |

#### Reports

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **Reports Interface** | 8.6 (16 reviews) | 8.5 (12 reviews) ✓ Verified | 8.3 (421 reviews) ✓ Verified | 
| **Steps to Answer** | 7.4 (14 reviews) | 7.9 (8 reviews) ✓ Verified | 8.3 (399 reviews) ✓ Verified | 
| **Graphs and Charts** | 9.1 (24 reviews) | 9.4 (19 reviews) ✓ Verified | 8.5 (431 reviews) ✓ Verified | 
| **Score Cards** | 8.5 (14 reviews) | 9.8 (8 reviews) ✓ Verified | 8.3 (335 reviews) ✓ Verified | 
| **Dashboards** | 9.1 (17 reviews) | 8.8 (18 reviews) ✓ Verified | 8.8 (429 reviews) ✓ Verified | 

#### Self Service 

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **Calculated Fields** | 8.2 (16 reviews) | 9.0 (12 reviews) ✓ Verified | 8.4 (358 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.7 (18 reviews) | 8.4 (17 reviews) ✓ Verified | 8.7 (414 reviews) ✓ Verified | 
| **Data Discovery** | 8.6 (17 reviews) | 9.0 (15 reviews) ✓ Verified | 8.5 (403 reviews) ✓ Verified | 
| **Search** | 8.2 (14 reviews) | 8.5 (11 reviews) | 8.4 (396 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 7.4 (15 reviews) | 8.5 (8 reviews) ✓ Verified | 7.9 (344 reviews) ✓ Verified | 
| **Automodeling** | 8.3 (13 reviews) | 7.7 (5 reviews) ✓ Verified | 7.4 (305 reviews) ✓ Verified | 

#### Advanced Analytics

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **Predictive Analytics** | Not enough data | 9.0 (8 reviews) ✓ Verified | 7.4 (235 reviews) ✓ Verified | 
| **Data Visualization** | Not enough data | 9.5 (14 reviews) ✓ Verified | 8.7 (408 reviews) ✓ Verified | 
| **Big Data Services** | Not enough data | 8.7 (9 reviews) ✓ Verified | 7.9 (298 reviews) ✓ Verified | 

#### Building Reports

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **Data Transformation** | 8.8 (14 reviews) | Feature Not Available | 8.7 (253 reviews) ✓ Verified | 
| **Data Modeling** | 8.5 (14 reviews) | 8.3 (6 reviews) ✓ Verified | 8.8 (247 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.0 (10 reviews) | Not enough data | 8.1 (212 reviews) ✓ Verified | 
| **Integration APIs** | 8.5 (12 reviews) | 8.3 (6 reviews) ✓ Verified | 7.9 (187 reviews) ✓ Verified | 

#### Platform

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **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 |
|---|---|---|
| **Bokeh** | N/A | N/A |
| **Plotly Dash Enterprise** | 8.8/10 | 20 |
| **Qlik Sense** | 8.3/10 | 582 |

#### Reports

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **Reports Interface** | 8.6 (16 reviews) | 8.5 (12 reviews) ✓ Verified | 8.3 (421 reviews) ✓ Verified | 
| **Steps to Answer** | 7.4 (14 reviews) | 7.9 (8 reviews) ✓ Verified | 8.3 (399 reviews) ✓ Verified | 
| **Graphs and Charts** | 9.1 (24 reviews) | 9.4 (19 reviews) ✓ Verified | 8.5 (431 reviews) ✓ Verified | 
| **Score Cards** | 8.5 (14 reviews) | 9.8 (8 reviews) ✓ Verified | 8.3 (335 reviews) ✓ Verified | 
| **Dashboards** | 9.1 (17 reviews) | 8.8 (18 reviews) ✓ Verified | 8.8 (429 reviews) ✓ Verified | 

#### Data Preparation

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **Connectors** | Not enough data | Not enough data | 8.6 (203 reviews) ✓ Verified | 
| **Data Governance** | Not enough data | Not enough data | 8.4 (187 reviews) ✓ Verified | 

#### Data Modeling and Blending

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **Data Querying** | Not enough data | Not enough data | 8.9 (226 reviews) ✓ Verified | 
| **Data Filtering** | Not enough data | Not enough data | 9.2 (230 reviews) ✓ Verified | 
| **Data Blending** | Not enough data | Not enough data | 8.9 (224 reviews) ✓ Verified | 

#### Generative AI

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 7.3 (28 reviews) | 
| **AI Text Summarization** | Not enough data | Not enough data | 7.3 (29 reviews) | 

#### Agentic AI - Analytics Platforms

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 8.0 (5 reviews) | 
| **Multi-step Planning** | Not enough data | Not enough data | 8.3 (5 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 8.7 (5 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 7.0 (5 reviews) | 
| **Natural Language Interaction** | Not enough data | Not enough data | 6.3 (5 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 8.0 (5 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 8.7 (5 reviews) | 

#### Self Service 

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **Calculated Fields** | 8.2 (16 reviews) | 9.0 (12 reviews) ✓ Verified | 8.4 (358 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.7 (18 reviews) | 8.4 (17 reviews) ✓ Verified | 8.7 (414 reviews) ✓ Verified | 
| **Data Discovery** | 8.6 (17 reviews) | 9.0 (15 reviews) ✓ Verified | 8.5 (403 reviews) ✓ Verified | 
| **Search** | 8.2 (14 reviews) | 8.5 (11 reviews) | 8.4 (396 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 7.4 (15 reviews) | 8.5 (8 reviews) ✓ Verified | 7.9 (344 reviews) ✓ Verified | 
| **Automodeling** | 8.3 (13 reviews) | 7.7 (5 reviews) ✓ Verified | 7.4 (305 reviews) ✓ Verified | 

#### Deployment & Integration - Analytics Platforms

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **No-code Dashboard Builder** | Not enough data | Not enough data | 8.0 (5 reviews) | 
| **Report Scheduling and Automation** | Not enough data | Not enough data | 8.7 (5 reviews) | 
| **Embedded Analytics and White-labeling** | Not enough data | Not enough data | 8.3 (6 reviews) | 
| **Data Source Connectivity** | Not enough data | Not enough data | 9.7 (6 reviews) | 

#### Advanced Analytics

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **Predictive Analytics** | Not enough data | 9.0 (8 reviews) ✓ Verified | 7.4 (235 reviews) ✓ Verified | 
| **Data Visualization** | Not enough data | 9.5 (14 reviews) ✓ Verified | 8.7 (408 reviews) ✓ Verified | 
| **Big Data Services** | Not enough data | 8.7 (9 reviews) ✓ Verified | 7.9 (298 reviews) ✓ Verified | 

#### Performance & Scalability - Analytics Platforms

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **Large data handling and Query Speed** | Not enough data | Not enough data | 9.0 (8 reviews) | 
| **Concurrent User Support** | Not enough data | Not enough data | 9.7 (5 reviews) | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **Data Modeling and Governance** | Not enough data | Not enough data | 9.7 (5 reviews) | 
| **Notebook and Script Integration** | Not enough data | Not enough data | 8.0 (5 reviews) | 
| **Built-in Predictive and Statistical Models** | Not enough data | Not enough data | 8.0 (5 reviews) | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **Auto-generated Insights and Narratives** | Not enough data | Not enough data | 7.0 (5 reviews) | 
| **Natural Language Queries** | Not enough data | Not enough data | 8.3 (5 reviews) | 
| **Proactive KPI Monitoring and Alerts** | Not enough data | Not enough data | 7.0 (5 reviews) | 
| **AI Agents for Analytical Follow-ups** | Not enough data | Not enough data | 7.0 (5 reviews) | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | Not enough data | Not enough data | 9.3 (5 reviews) | 
| **Role-based Insight Personalization** | Not enough data | Not enough data | 9.3 (5 reviews) | 
| **Conversational and Prompt-based Analytics** | Not enough data | Not enough data | 7.0 (5 reviews) | 

#### Building Reports

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **Data Transformation** | 8.8 (14 reviews) | Feature Not Available | 8.7 (253 reviews) ✓ Verified | 
| **Data Modeling** | 8.5 (14 reviews) | 8.3 (6 reviews) ✓ Verified | 8.8 (247 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.0 (10 reviews) | Not enough data | 8.1 (212 reviews) ✓ Verified | 
| **Integration APIs** | 8.5 (12 reviews) | 8.3 (6 reviews) ✓ Verified | 7.9 (187 reviews) ✓ Verified | 

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Bokeh** | 8.4/10 | 27 |
| **Plotly Dash Enterprise** | 9.0/10 | 20 |
| **Qlik Sense** | 8.6/10 | 561 |

#### Reports

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **Reports Interface** | 8.6 (16 reviews) | 8.5 (12 reviews) ✓ Verified | 8.3 (421 reviews) ✓ Verified | 
| **Steps to Answer** | 7.4 (14 reviews) | 7.9 (8 reviews) ✓ Verified | 8.3 (399 reviews) ✓ Verified | 
| **Graphs and Charts** | 9.1 (24 reviews) | 9.4 (19 reviews) ✓ Verified | 8.5 (431 reviews) ✓ Verified | 
| **Score Cards** | 8.5 (14 reviews) | 9.8 (8 reviews) ✓ Verified | 8.3 (335 reviews) ✓ Verified | 
| **Dashboards** | 9.1 (17 reviews) | 8.8 (18 reviews) ✓ Verified | 8.8 (429 reviews) ✓ Verified | 

#### Self Service 

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **Calculated Fields** | 8.2 (16 reviews) | 9.0 (12 reviews) ✓ Verified | 8.4 (358 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.7 (18 reviews) | 8.4 (17 reviews) ✓ Verified | 8.7 (414 reviews) ✓ Verified | 
| **Data Discovery** | 8.6 (17 reviews) | 9.0 (15 reviews) ✓ Verified | 8.5 (403 reviews) ✓ Verified | 
| **Search** | 8.2 (14 reviews) | 8.5 (11 reviews) | 8.4 (396 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 7.4 (15 reviews) | 8.5 (8 reviews) ✓ Verified | 7.9 (344 reviews) ✓ Verified | 
| **Automodeling** | 8.3 (13 reviews) | 7.7 (5 reviews) ✓ Verified | 7.4 (305 reviews) ✓ Verified | 

#### Building Reports

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **Data Transformation** | 8.8 (14 reviews) | Feature Not Available | 8.7 (253 reviews) ✓ Verified | 
| **Data Modeling** | 8.5 (14 reviews) | 8.3 (6 reviews) ✓ Verified | 8.8 (247 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.0 (10 reviews) | Not enough data | 8.1 (212 reviews) ✓ Verified | 
| **Integration APIs** | 8.5 (12 reviews) | 8.3 (6 reviews) ✓ Verified | 7.9 (187 reviews) ✓ Verified | 

### Location Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Bokeh** | N/A | N/A |
| **Plotly Dash Enterprise** | N/A | N/A |
| **Qlik Sense** | 9.0/10 | 120 |

#### Cartography

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **Map Design** | Not enough data | Not enough data | 8.8 (62 reviews) | 
| **Vector Mapping ** | Not enough data | Not enough data | 8.8 (55 reviews) | 
| **Data Visualization** | Not enough data | Not enough data | 9.4 (65 reviews) | 
| **Overlaying** | Not enough data | Not enough data | 9.1 (56 reviews) | 

#### Analysis

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **Predictive Analysis** | Not enough data | Not enough data | 8.8 (56 reviews) | 
| **Distance Analysis ** | Not enough data | Not enough data | 8.9 (56 reviews) | 
| **Spatial Analysis** | Not enough data | Not enough data | 8.9 (56 reviews) | 
| **Data Stream** | Not enough data | Not enough data | 9.0 (58 reviews) | 

#### Reporting

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | 9.3 (76 reviews) | 
| **WYSIWYG Design** | Not enough data | Not enough data | 9.0 (67 reviews) | 
| **API Integrations** | Not enough data | Not enough data | 9.0 (65 reviews) | 

### Data Preparation

| Product | Score | Reviews |
|---|---|---|
| **Bokeh** | N/A | N/A |
| **Plotly Dash Enterprise** | N/A | N/A |
| **Qlik Sense** | N/A | N/A |

#### Data Source Access

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **Breadth of Data Sources** | Not enough data | Not enough data | Not enough data | 
| **Ease of Data Connectivity** | Not enough data | Not enough data | Not enough data | 
| **API Connectivity** | Not enough data | Not enough data | Not enough data | 

#### Data Interaction

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **Profiling and Classification** | Not enough data | Not enough data | Not enough data | 
| **Metadata Management** | Not enough data | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | Not enough data | 
| **Data Joining** | Not enough data | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | Not enough data | 
| **Data Quality and Cleansing** | Not enough data | Not enough data | Not enough data | 
| **Data Sharing** | Not enough data | Not enough data | Not enough data | 
| **Data Governance** | Not enough data | Not enough data | Not enough data | 

#### Data Exporting

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **Breadth of Integrations** | Not enough data | Not enough data | Not enough data | 
| **Ease of Integrations** | Not enough data | Not enough data | Not enough data | 
| **Data Workflows** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Bokeh** | N/A | N/A |
| **Plotly Dash Enterprise** | N/A | N/A |
| **Qlik Sense** | N/A | N/A |

#### System

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **Data Ingestion & Wrangling** | Not enough data | Not enough data | Not enough data | 

#### Model Development

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **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 | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **Feature Engineering** | Not enough data | Not enough data | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **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 | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **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 | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **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 | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **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 | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **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 | 

### Productivity Bots

| Product | Score | Reviews |
|---|---|---|
| **Bokeh** | N/A | N/A |
| **Plotly Dash Enterprise** | N/A | N/A |
| **Qlik Sense** | N/A | N/A |

#### Agentic AI - Productivity Bots

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **Autonomous Task Execution** | 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 | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **Bokeh** | N/A | N/A |
| **Plotly Dash Enterprise** | 9.2/10 | 13 |
| **Qlik Sense** | 8.8/10 | 127 |

#### Statistical Tool

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **Scripting** | Not enough data | 9.1 (11 reviews) | 8.8 (71 reviews) | 
| **Data Mining** | Not enough data | 8.8 (8 reviews) | 8.7 (66 reviews) | 
| **Algorithms** | Not enough data | 9.2 (6 reviews) | 8.3 (68 reviews) | 

#### Data Analysis

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **Analysis** | Not enough data | 9.5 (11 reviews) | 9.2 (69 reviews) | 
| **Data Interaction** | Not enough data | 9.5 (11 reviews) | 9.2 (72 reviews) | 

#### Decision Making

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **Modeling** | Not enough data | 9.4 (8 reviews) | 8.9 (76 reviews) | 
| **Data Visualizations** | Not enough data | 9.8 (9 reviews) | 9.2 (79 reviews) | 
| **Report Generation** | Not enough data | 9.0 (10 reviews) | 8.8 (77 reviews) | 
| **Data Unification** | Not enough data | 8.3 (9 reviews) | 9.0 (77 reviews) | 

#### Generative AI

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 8.5 (9 reviews) | 
| **AI Text Summarization** | Not enough data | Not enough data | 8.3 (9 reviews) | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Bokeh** | N/A | N/A |
| **Plotly Dash Enterprise** | N/A | N/A |
| **Qlik Sense** | N/A | N/A |

#### Data Transformation

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **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 | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **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 | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **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 |
|---|---|---|
| **Bokeh** | N/A | N/A |
| **Plotly Dash Enterprise** | N/A | N/A |
| **Qlik Sense** | N/A | N/A |

#### Building Reports

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **Data Transformation** | 8.8 (14 reviews) | Feature Not Available | 8.7 (253 reviews) ✓ Verified | 
| **Data Modeling** | 8.5 (14 reviews) | 8.3 (6 reviews) ✓ Verified | 8.8 (247 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.0 (10 reviews) | Not enough data | 8.1 (212 reviews) ✓ Verified | 
| **Integration APIs** | 8.5 (12 reviews) | 8.3 (6 reviews) ✓ Verified | 7.9 (187 reviews) ✓ Verified | 

#### Platform

| Feature | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **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 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)

**Unique to Qlik Sense (5):** [Location Intelligence Software](https://www.g2.com/categories/location-intelligence), [Productivity Bots Software](https://www.g2.com/categories/productivity-bots), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [Data Preparation Software](https://www.g2.com/categories/data-preparation)


---
## Reviewer Demographics

### By Company Size

| Segment | Bokeh | Plotly Dash Enterprise | Qlik Sense | 
|---|---|---|---|
| **Small-Business** | 55.3% | 47.2% | 14.5% | 
| **Mid-Market** | 18.4% | 22.2% | 41.4% | 
| **Enterprise** | 26.3% | 30.6% | 44.1% | 

### By Industry

#### Bokeh

- **Computer Software:** 15.8%
- **Information Technology and Services:** 15.8%
- **Banking:** 10.5%
- **Biotechnology:** 5.3%
- **Education Management:** 5.3%
- **Hospital & Health Care:** 5.3%
- **Apparel & Fashion:** 2.6%
- **Automotive:** 2.6%
- **Computer Games:** 2.6%
- **Financial Services:** 2.6%
- **Other:** 31.6%

#### 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%

#### Qlik Sense

- **Information Technology and Services:** 10.8%
- **Computer Software:** 6.5%
- **Financial Services:** 5.8%
- **Hospital & Health Care:** 5.7%
- **Retail:** 5.2%
- **Insurance:** 4.6%
- **Pharmaceuticals:** 3.4%
- **Banking:** 3.0%
- **Marketing and Advertising:** 2.6%
- **Automotive:** 2.4%
- **Other:** 49.9%

---
## Alternatives

### Alternatives to Bokeh

- [Microsoft Power BI Embedded](https://www.g2.com/products/microsoft-power-bi-embedded/reviews) — 4.4/5 stars (109 reviews)
- [Google Chart Tools](https://www.g2.com/products/google-chart-tools/reviews) — 4.2/5 stars (513 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3656 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1063 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1644 reviews)
- [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews) — 4.1/5 stars (494 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 (694 reviews)
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.3/5 stars (611 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

- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3656 reviews)
- [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) — 4.3/5 stars (694 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 (1644 reviews)
- [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) — 4.5/5 stars (1638 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 (202 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (817 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 (1063 reviews)

### Alternatives to Qlik Sense

- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3656 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (817 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 (694 reviews)
- [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews) — 4.1/5 stars (494 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1644 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1063 reviews)
- [SAP Analytics Cloud](https://www.g2.com/products/sap-analytics-cloud/reviews) — 4.2/5 stars (911 reviews)
- [Strategy One (formerly MicroStrategy ONE)](https://www.g2.com/products/strategy-one-formerly-microstrategy-one/reviews) — 4.2/5 stars (600 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)

---
## Top Discussions

### Bokeh

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..."

### Qlik Sense

- Title: [Do you recommend switching to Qliksense?](https://www.g2.com/discussions/50383-do-you-recommend-switching-to-qliksense) — 3 comments, 1 upvote
  > **Top comment:** "Qliksense is pretty decent tool when it comes to Data Visualization and its script editor feature gives the developer the liberty on data manipulation."
- Title: [What is the difference between QlikView and qlik sense?](https://www.g2.com/discussions/what-is-the-difference-between-qlikview-and-qlik-sense) — 1 comment
  > **Top comment:** "2 separate but similar tools from the same vendor with the same purpose . Sense is the younger product, has better optics and is the future technology strategy."
- Title: [Is qlik sense good?](https://www.g2.com/discussions/is-qlik-sense-good) — 1 comment
  > **Top comment:** "Yes"
- Title: [What can qlik sense do?](https://www.g2.com/discussions/what-can-qlik-sense-do) — 1 comment
  > **Top comment:** "Qliksense can convert your data into Insights."
- Title: [¿What is been the biggest challenge, you have presente to date?](https://www.g2.com/discussions/what-is-been-the-biggest-challenge-you-have-presente-to-date) — 1 comment, 1 upvote
  > **Top comment:** "To join all data in a single large dataset"

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/bokeh-vs-plotly-dash-enterprise-vs-qlik-sense)