# Bokeh, Plotly Dash Enterprise vs Redash Comparison | | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **Star Rating** | 4.4 out of 5 | 4.8 out of 5 | 4.3 out of 5 | | **Total Reviews** | 40 | 36 | 44 | | **Largest Market Segment** | Small-Business (55.3% of reviews) | Small-Business (47.2% of reviews) | Mid-Market (50.0% of reviews) | | **Entry Level Price** | No pricing available | No pricing available | No pricing available | --- ## Top Pros & Cons ### Bokeh **Not enough data** ### Plotly Dash Enterprise Pros: - Charting Features (1 reviews) - Coding Ease (1 reviews) ### Redash Pros: - Data Visualization (6 reviews) - Customization (3 reviews) Cons: - Error Handling (2 reviews) - Missing Features (2 reviews) --- ## Ratings Comparison | Rating | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **Meets Requirements** | 8.5 (31 reviews) | 8.8 (30 reviews) | 8.8 (40 reviews) | | **Ease of Use** | 7.6 (31 reviews) | 8.4 (30 reviews) | 8.7 (40 reviews) | | **Ease of Setup** | 9.0 (7 reviews) | 8.9 (16 reviews) | 7.8 (15 reviews) | | **Ease of Admin** | 8.8 (7 reviews) | 8.3 (14 reviews) | 8.8 (12 reviews) | | **Quality of Support** | 8.6 (22 reviews) | 8.1 (27 reviews) | 8.5 (26 reviews) | | **Has the product been a good partner in doing business?** | 8.6 (7 reviews) | 8.8 (12 reviews) | 8.9 (11 reviews) | | **Product Direction (% positive)** | 7.2 (29 reviews) | 8.8 (30 reviews) | 8.2 (39 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 ### Redash #### Entry-Level Pricing No pricing available #### Free Trial No information available --- ## Features Comparison By Category ### Business Intelligence | Product | Score | Reviews | |---|---|---| | **Bokeh** | 8.4/10 | 27 | | **Plotly Dash Enterprise** | 9.1/10 | 20 | | **Redash** | 8.6/10 | 30 | #### Reports | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **Reports Interface** | 8.6 (16 reviews) | 8.5 (12 reviews) ✓ Verified | 8.7 (29 reviews) ✓ Verified | | **Steps to Answer** | 7.4 (14 reviews) | 7.9 (8 reviews) ✓ Verified | 8.2 (24 reviews) ✓ Verified | | **Graphs and Charts** | 9.1 (24 reviews) | 9.4 (19 reviews) ✓ Verified | 8.6 (30 reviews) ✓ Verified | | **Score Cards** | 8.5 (14 reviews) | 9.8 (8 reviews) ✓ Verified | 8.3 (22 reviews) ✓ Verified | | **Dashboards** | 9.1 (17 reviews) | 8.8 (18 reviews) ✓ Verified | 9.0 (30 reviews) ✓ Verified | #### Self Service | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **Calculated Fields** | 8.2 (16 reviews) | 9.0 (12 reviews) ✓ Verified | Not enough data | | **Data Column Filtering** | 8.7 (18 reviews) | 8.4 (17 reviews) ✓ Verified | Not enough data | | **Data Discovery** | 8.6 (17 reviews) | 9.0 (15 reviews) ✓ Verified | Not enough data | | **Search** | 8.2 (14 reviews) | 8.5 (11 reviews) | Not enough data | | **Collaboration / Workflow** | 7.4 (15 reviews) | 8.5 (8 reviews) ✓ Verified | Not enough data | | **Automodeling** | 8.3 (13 reviews) | 7.7 (5 reviews) ✓ Verified | Not enough data | #### Advanced Analytics | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **Predictive Analytics** | Not enough data | 9.0 (8 reviews) ✓ Verified | Not enough data | | **Data Visualization** | Not enough data | 9.5 (14 reviews) ✓ Verified | Not enough data | | **Big Data Services** | Not enough data | 8.7 (9 reviews) ✓ Verified | Not enough data | #### Building Reports | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **Data Transformation** | 8.8 (14 reviews) | Feature Not Available | Not enough data | | **Data Modeling** | 8.5 (14 reviews) | 8.3 (6 reviews) ✓ Verified | Not enough data | | **WYSIWYG Report Design** | 8.0 (10 reviews) | Not enough data | Not enough data | | **Integration APIs** | 8.5 (12 reviews) | 8.3 (6 reviews) ✓ Verified | Not enough data | #### Platform | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **Mobile User Support** | Not enough data | Not enough data | Not enough data | | **Customization ** | Not enough data | Not enough data | Not enough data | | **User, Role, and Access Management** | Not enough data | Not enough data | Not enough data | | **Internationalization** | Not enough data | Not enough data | Not enough data | | **Sandbox / Test Environments** | Not enough data | Not enough data | Not enough data | | **Performance and Reliability** | Not enough data | Not enough data | Not enough data | | **Breadth of Partner Applications** | Not enough data | Not enough data | Not enough data | ### Data Visualization | Product | Score | Reviews | |---|---|---| | **Bokeh** | N/A | N/A | | **Plotly Dash Enterprise** | N/A | N/A | | **Redash** | 8.6/10 | 30 | #### Reports | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **Reports Interface** | 8.6 (16 reviews) | 8.5 (12 reviews) ✓ Verified | 8.7 (29 reviews) ✓ Verified | | **Steps to Answer** | 7.4 (14 reviews) | 7.9 (8 reviews) ✓ Verified | 8.2 (24 reviews) ✓ Verified | | **Graphs and Charts** | 9.1 (24 reviews) | 9.4 (19 reviews) ✓ Verified | 8.6 (30 reviews) ✓ Verified | | **Score Cards** | 8.5 (14 reviews) | 9.8 (8 reviews) ✓ Verified | 8.3 (22 reviews) ✓ Verified | | **Dashboards** | 9.1 (17 reviews) | 8.8 (18 reviews) ✓ Verified | 9.0 (30 reviews) ✓ Verified | #### Reports | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **Reports Interface** | Not enough data | Not enough data | Not enough data | | **Share Reports** | Not enough data | Not enough data | Not enough data | | **Steps to Answer** | Not enough data | Not enough data | Not enough data | #### Generative AI | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **AI Text Generation** | Not enough data | Not enough data | Not enough data | | **AI Text Summarization** | Not enough data | Not enough data | Not enough data | #### Visualization | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **Graphs and Charts** | Not enough data | Not enough data | Not enough data | | **Score Cards** | Not enough data | Not enough data | Not enough data | | **Dashboards** | Not enough data | Not enough data | Not enough data | | **Formats** | Not enough data | Not enough data | Not enough data | #### Data Updates | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **Historical Snapshots** | Not enough data | Not enough data | Not enough data | | **Real-Time Updating** | Not enough data | Not enough data | Not enough data | #### Collaboration | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **Sharing** | Not enough data | Not enough data | Not enough data | | **Co-Editing** | Not enough data | Not enough data | Not enough data | | **Devices** | Not enough data | Not enough data | Not enough data | #### Data Updates | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **Historical Snapshots** | Not enough data | Not enough data | Not enough data | | **Real-Time Updating** | Not enough data | Not enough data | Not enough data | | **Email Reports** | 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 | | **Redash** | N/A | N/A | #### Reports | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **Reports Interface** | 8.6 (16 reviews) | 8.5 (12 reviews) ✓ Verified | 8.7 (29 reviews) ✓ Verified | | **Steps to Answer** | 7.4 (14 reviews) | 7.9 (8 reviews) ✓ Verified | 8.2 (24 reviews) ✓ Verified | | **Graphs and Charts** | 9.1 (24 reviews) | 9.4 (19 reviews) ✓ Verified | 8.6 (30 reviews) ✓ Verified | | **Score Cards** | 8.5 (14 reviews) | 9.8 (8 reviews) ✓ Verified | 8.3 (22 reviews) ✓ Verified | | **Dashboards** | 9.1 (17 reviews) | 8.8 (18 reviews) ✓ Verified | 9.0 (30 reviews) ✓ Verified | #### Data Preparation | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **Connectors** | Not enough data | Not enough data | Not enough data | | **Data Governance** | Not enough data | Not enough data | Not enough data | #### Data Modeling and Blending | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **Data Querying** | Not enough data | Not enough data | Not enough data | | **Data Filtering** | Not enough data | Not enough data | Not enough data | | **Data Blending** | Not enough data | Not enough data | Not enough data | #### Generative AI | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **AI Text Generation** | Not enough data | Not enough data | Not enough data | | **AI Text Summarization** | Not enough data | Not enough data | Not enough data | #### Agentic AI - Analytics Platforms | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **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 | #### Self Service | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **Calculated Fields** | 8.2 (16 reviews) | 9.0 (12 reviews) ✓ Verified | Not enough data | | **Data Column Filtering** | 8.7 (18 reviews) | 8.4 (17 reviews) ✓ Verified | Not enough data | | **Data Discovery** | 8.6 (17 reviews) | 9.0 (15 reviews) ✓ Verified | Not enough data | | **Search** | 8.2 (14 reviews) | 8.5 (11 reviews) | Not enough data | | **Collaboration / Workflow** | 7.4 (15 reviews) | 8.5 (8 reviews) ✓ Verified | Not enough data | | **Automodeling** | 8.3 (13 reviews) | 7.7 (5 reviews) ✓ Verified | Not enough data | #### Deployment & Integration - Analytics Platforms | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **No-code Dashboard Builder** | Not enough data | Not enough data | Not enough data | | **Report Scheduling and Automation** | Not enough data | Not enough data | Not enough data | | **Embedded Analytics and White-labeling** | Not enough data | Not enough data | Not enough data | | **Data Source Connectivity** | Not enough data | Not enough data | Not enough data | #### Advanced Analytics | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **Predictive Analytics** | Not enough data | 9.0 (8 reviews) ✓ Verified | Not enough data | | **Data Visualization** | Not enough data | 9.5 (14 reviews) ✓ Verified | Not enough data | | **Big Data Services** | Not enough data | 8.7 (9 reviews) ✓ Verified | Not enough data | #### Performance & Scalability - Analytics Platforms | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **Large data handling and Query Speed** | Not enough data | Not enough data | Not enough data | | **Concurrent User Support** | Not enough data | Not enough data | Not enough data | #### Advanced Analytics & Modeling - Analytics Platforms | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **Data Modeling and Governance** | Not enough data | Not enough data | Not enough data | | **Notebook and Script Integration** | Not enough data | Not enough data | Not enough data | | **Built-in Predictive and Statistical Models** | Not enough data | Not enough data | Not enough data | #### Agentic AI Capabilities - Analytics Platforms | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **Auto-generated Insights and Narratives** | Not enough data | Not enough data | Not enough data | | **Natural Language Queries** | Not enough data | Not enough data | Not enough data | | **Proactive KPI Monitoring and Alerts** | Not enough data | Not enough data | Not enough data | | **AI Agents for Analytical Follow-ups** | Not enough data | Not enough data | Not enough data | #### Personalized Intelligence - Analytics Platforms | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **Behavioral Learning for Contextual Query Refinement** | Not enough data | Not enough data | Not enough data | | **Role-based Insight Personalization** | Not enough data | Not enough data | Not enough data | | **Conversational and Prompt-based Analytics** | Not enough data | Not enough data | Not enough data | #### Building Reports | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **Data Transformation** | 8.8 (14 reviews) | Feature Not Available | Not enough data | | **Data Modeling** | 8.5 (14 reviews) | 8.3 (6 reviews) ✓ Verified | Not enough data | | **WYSIWYG Report Design** | 8.0 (10 reviews) | Not enough data | Not enough data | | **Integration APIs** | 8.5 (12 reviews) | 8.3 (6 reviews) ✓ Verified | Not enough data | ### Embedded Business Intelligence | Product | Score | Reviews | |---|---|---| | **Bokeh** | 8.4/10 | 27 | | **Plotly Dash Enterprise** | 9.0/10 | 20 | | **Redash** | N/A | N/A | #### Reports | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **Reports Interface** | 8.6 (16 reviews) | 8.5 (12 reviews) ✓ Verified | 8.7 (29 reviews) ✓ Verified | | **Steps to Answer** | 7.4 (14 reviews) | 7.9 (8 reviews) ✓ Verified | 8.2 (24 reviews) ✓ Verified | | **Graphs and Charts** | 9.1 (24 reviews) | 9.4 (19 reviews) ✓ Verified | 8.6 (30 reviews) ✓ Verified | | **Score Cards** | 8.5 (14 reviews) | 9.8 (8 reviews) ✓ Verified | 8.3 (22 reviews) ✓ Verified | | **Dashboards** | 9.1 (17 reviews) | 8.8 (18 reviews) ✓ Verified | 9.0 (30 reviews) ✓ Verified | #### Self Service | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **Calculated Fields** | 8.2 (16 reviews) | 9.0 (12 reviews) ✓ Verified | Not enough data | | **Data Column Filtering** | 8.7 (18 reviews) | 8.4 (17 reviews) ✓ Verified | Not enough data | | **Data Discovery** | 8.6 (17 reviews) | 9.0 (15 reviews) ✓ Verified | Not enough data | | **Search** | 8.2 (14 reviews) | 8.5 (11 reviews) | Not enough data | | **Collaboration / Workflow** | 7.4 (15 reviews) | 8.5 (8 reviews) ✓ Verified | Not enough data | | **Automodeling** | 8.3 (13 reviews) | 7.7 (5 reviews) ✓ Verified | Not enough data | #### Building Reports | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **Data Transformation** | 8.8 (14 reviews) | Feature Not Available | Not enough data | | **Data Modeling** | 8.5 (14 reviews) | 8.3 (6 reviews) ✓ Verified | Not enough data | | **WYSIWYG Report Design** | 8.0 (10 reviews) | Not enough data | Not enough data | | **Integration APIs** | 8.5 (12 reviews) | 8.3 (6 reviews) ✓ Verified | Not enough data | ### Data Science and Machine Learning Platforms | Product | Score | Reviews | |---|---|---| | **Bokeh** | N/A | N/A | | **Plotly Dash Enterprise** | N/A | N/A | | **Redash** | N/A | N/A | #### System | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **Data Ingestion & Wrangling** | Not enough data | Not enough data | Not enough data | #### Model Development | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **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 | Redash | |---|---|---|---| | **Feature Engineering** | Not enough data | Not enough data | Not enough data | #### Machine/Deep Learning Services | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **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 | Redash | |---|---|---|---| | **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 | Redash | |---|---|---|---| | **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 | Redash | |---|---|---|---| | **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 | Redash | |---|---|---|---| | **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 | ### Predictive Analytics | Product | Score | Reviews | |---|---|---| | **Bokeh** | N/A | N/A | | **Plotly Dash Enterprise** | 9.2/10 | 13 | | **Redash** | N/A | N/A | #### Statistical Tool | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **Scripting** | Not enough data | 9.1 (11 reviews) | Not enough data | | **Data Mining** | Not enough data | 8.8 (8 reviews) | Not enough data | | **Algorithms** | Not enough data | 9.2 (6 reviews) | Not enough data | #### Data Analysis | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **Analysis** | Not enough data | 9.5 (11 reviews) | Not enough data | | **Data Interaction** | Not enough data | 9.5 (11 reviews) | Not enough data | #### Decision Making | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **Modeling** | Not enough data | 9.4 (8 reviews) | Not enough data | | **Data Visualizations** | Not enough data | 9.8 (9 reviews) | Not enough data | | **Report Generation** | Not enough data | 9.0 (10 reviews) | Not enough data | | **Data Unification** | Not enough data | 8.3 (9 reviews) | Not enough data | #### Generative AI | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **AI Text Generation** | Not enough data | Not enough data | Not enough data | | **AI Text Summarization** | Not enough data | Not enough data | Not enough data | ### Big Data Analytics | Product | Score | Reviews | |---|---|---| | **Bokeh** | N/A | N/A | | **Plotly Dash Enterprise** | N/A | N/A | | **Redash** | N/A | N/A | #### Data Transformation | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **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 | Redash | |---|---|---|---| | **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 | Redash | |---|---|---|---| | **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 | | **Redash** | N/A | N/A | #### Building Reports | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **Data Transformation** | 8.8 (14 reviews) | Feature Not Available | Not enough data | | **Data Modeling** | 8.5 (14 reviews) | 8.3 (6 reviews) ✓ Verified | Not enough data | | **WYSIWYG Report Design** | 8.0 (10 reviews) | Not enough data | Not enough data | | **Integration APIs** | 8.5 (12 reviews) | 8.3 (6 reviews) ✓ Verified | Not enough data | #### Platform | Feature | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **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 **Unique to Bokeh (1):** [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence) **Unique to Plotly Dash Enterprise (5):** [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence), [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 Redash (1):** [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools) --- ## Reviewer Demographics ### By Company Size | Segment | Bokeh | Plotly Dash Enterprise | Redash | |---|---|---|---| | **Small-Business** | 55.3% | 47.2% | 36.4% | | **Mid-Market** | 18.4% | 22.2% | 50.0% | | **Enterprise** | 26.3% | 30.6% | 13.6% | ### 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% #### Redash - **Information Technology and Services:** 25.0% - **Computer Software:** 13.6% - **Financial Services:** 11.4% - **Marketing and Advertising:** 6.8% - **Market Research:** 4.5% - **Internet:** 4.5% - **Computer & Network Security:** 4.5% - **Education Management:** 4.5% - **Accounting:** 2.3% - **Arts and Crafts:** 2.3% - **Other:** 20.5% --- ## 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) - [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (929 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 (610 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) - [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (929 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) ### Alternatives to Redash - [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1644 reviews) - [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 (1063 reviews) - [Data Studio](https://www.g2.com/products/data-studio/reviews) — 4.4/5 stars (476 reviews) - [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews) - [SAP Analytics Cloud](https://www.g2.com/products/sap-analytics-cloud/reviews) — 4.2/5 stars (911 reviews) - [Zoho Analytics](https://www.g2.com/products/zoho-analytics/reviews) — 4.2/5 stars (287 reviews) - [Canva](https://www.g2.com/products/canva/reviews) — 4.7/5 stars (7527 reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (620 reviews) - [ConnectWise PSA](https://www.g2.com/products/connectwise-psa/reviews) — 4.0/5 stars (582 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..." ### Redash - Title: [Is redash open source?](https://www.g2.com/discussions/is-redash-open-source) — 1 comment > **Top comment:** "Yes, Redash has a payable and open source versions" --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/bokeh-vs-plotly-dash-enterprise-vs-redash)