# Databricks vs Tableau Comparison --- ## AI Generated Summary - **G2 reviewers report** that Tableau excels in its **customization options** , with users highlighting its ability to create visually appealing reports without the need for coding. The drag-and-drop interface is particularly praised for its ease of use, allowing users to connect to various data sources like Excel and SQL Server effortlessly. - **Users say** that Databricks stands out for its **integrated platform** that combines data engineering, analytics, and machine learning. Reviewers appreciate features like Genie and Lakeflow Connect, which streamline end-to-end data workflows, making collaboration more efficient. - **According to verified reviews** , Tableau's overall user satisfaction is significantly higher, reflected in its G2 Score of 98.96. Users frequently mention that it is a reliable tool for reporting and presenting data, which contributes to its strong reputation in the analytics space. - **Reviewers mention** that Databricks offers a polished **notebook interface** that enhances the user experience, especially for those who switch between programming languages like Python, SQL, and Scala. This flexibility is a key advantage for teams working on diverse data projects. - **G2 reviewers highlight** that Tableau's **visualization capabilities** are top-notch, with many users noting the effectiveness of its graphs and charts. This feature is crucial for businesses that rely on data storytelling to drive decision-making. - **Users report** that while Databricks has a strong focus on **data governance** and querying capabilities, it sometimes lacks the same level of intuitive design found in Tableau. This can lead to a steeper learning curve for new users who may find Tableau's interface more accessible. | | Databricks | Tableau | |---|---|---| | **Star Rating** | 4.6 out of 5 | 4.4 out of 5 | | **Total Reviews** | 774 | 3,650 | | **Largest Market Segment** | Enterprise (43.9% of reviews) | Enterprise (42.2% of reviews) | | **Entry Level Price** | No pricing available | $75.00 1 User Per Month | --- ## Top Pros & Cons ### Databricks Pros: - Features (288 reviews) - Ease of Use (278 reviews) Cons: - Learning Curve (112 reviews) - Expensive (97 reviews) ### Tableau Pros: - Ease of Use (634 reviews) - Data Visualization (563 reviews) Cons: - Learning Curve (282 reviews) - Learning Difficulty (240 reviews) --- ## Ratings Comparison | Rating | Databricks | Tableau | |---|---|---| | **Meets Requirements** | 9.0 (603 reviews) | 8.8 (2556 reviews) | | **Ease of Use** | 8.9 (620 reviews) | 8.3 (2953 reviews) | | **Ease of Setup** | 8.7 (493 reviews) | 8.3 (1614 reviews) | | **Ease of Admin** | 8.4 (186 reviews) | 8.2 (807 reviews) | | **Quality of Support** | 8.7 (580 reviews) | 8.3 (2190 reviews) | | **Has the product been a good partner in doing business?** | 8.9 (190 reviews) | 8.6 (786 reviews) | | **Product Direction (% positive)** | 9.6 (590 reviews) | 8.8 (2512 reviews) | --- ## Pricing ### Databricks #### Entry-Level Pricing No pricing available #### Free Trial Yes ### Tableau #### Entry-Level Pricing Plan: Tableau Standard Price: $75.00 1 User Per Month Description: A comprehensive edition to help you explore and understand your data. Key Features: - Each additional license starts as low as $15 / user / month [Browse all 3 editions](https://www.g2.com/products/tableau/pricing) #### Free Trial Yes --- ## Features Comparison By Category ### Business Intelligence | Product | Score | Reviews | |---|---|---| | **Databricks** | N/A | N/A | | **Tableau** | 8.5/10 | 2075 | #### Reports | Feature | Databricks | Tableau | |---|---|---| | **Reports Interface** | 8.6 (16 reviews) | 8.7 (1802 reviews) ✓ Verified | | **Steps to Answer** | 8.1 (13 reviews) | 8.3 (1601 reviews) ✓ Verified | | **Graphs and Charts** | 8.7 (14 reviews) | 9.1 (1846 reviews) ✓ Verified | | **Score Cards** | 8.3 (11 reviews) | 8.6 (1371 reviews) | | **Dashboards** | 9.1 (18 reviews) | 9.1 (1829 reviews) ✓ Verified | #### Self Service | Feature | Databricks | Tableau | |---|---|---| | **Calculated Fields** | 8.1 (12 reviews) | 8.5 (1705 reviews) ✓ Verified | | **Data Column Filtering** | 8.2 (13 reviews) | 8.7 (1720 reviews) ✓ Verified | | **Data Discovery** | 8.8 (14 reviews) | 8.5 (1661 reviews) ✓ Verified | | **Search** | 8.3 (14 reviews) | 8.2 (1422 reviews) | | **Collaboration / Workflow** | 8.7 (15 reviews) | 8.2 (1529 reviews) ✓ Verified | | **Automodeling** | 8.5 (11 reviews) | 7.9 (1325 reviews) ✓ Verified | #### Advanced Analytics | Feature | Databricks | Tableau | |---|---|---| | **Predictive Analytics** | 8.7 (14 reviews) | 7.8 (1286 reviews) | | **Data Visualization** | 8.7 (15 reviews) | 9.2 (1825 reviews) ✓ Verified | | **Big Data Services** | 9.3 (17 reviews) | 8.1 (1327 reviews) | #### Building Reports | Feature | Databricks | Tableau | |---|---|---| | **Data Transformation** | 9.1 (164 reviews) | 8.3 (1008 reviews) ✓ Verified | | **Data Modeling** | 8.7 (154 reviews) | 8.2 (964 reviews) ✓ Verified | | **WYSIWYG Report Design** | 7.7 (128 reviews) | 8.3 (854 reviews) ✓ Verified | | **Integration APIs** | 8.5 (157 reviews) | 8.1 (840 reviews) ✓ Verified | #### Platform | Feature | Databricks | Tableau | |---|---|---| | **Mobile User Support** | Not enough data | Not enough data | | **Customization ** | Not enough data | Not enough data | | **User, Role, and Access Management** | Not enough data | Not enough data | | **Internationalization** | Not enough data | Not enough data | | **Sandbox / Test Environments** | Not enough data | Not enough data | | **Performance and Reliability** | Not enough data | Not enough data | | **Breadth of Partner Applications** | Not enough data | Not enough data | ### Analytics Platforms | Product | Score | Reviews | |---|---|---| | **Databricks** | 8.9/10 | 209 | | **Tableau** | 8.1/10 | 2119 | #### Reports | Feature | Databricks | Tableau | |---|---|---| | **Reports Interface** | 8.6 (16 reviews) | 8.7 (1802 reviews) ✓ Verified | | **Steps to Answer** | 8.1 (13 reviews) | 8.3 (1601 reviews) ✓ Verified | | **Graphs and Charts** | 8.7 (14 reviews) | 9.1 (1846 reviews) ✓ Verified | | **Score Cards** | 8.3 (11 reviews) | 8.6 (1371 reviews) | | **Dashboards** | 9.1 (18 reviews) | 9.1 (1829 reviews) ✓ Verified | #### Data Preparation | Feature | Databricks | Tableau | |---|---|---| | **Connectors** | 9.2 (8 reviews) | 8.6 (893 reviews) ✓ Verified | | **Data Governance** | 9.1 (9 reviews) | 8.4 (848 reviews) ✓ Verified | #### Data Modeling and Blending | Feature | Databricks | Tableau | |---|---|---| | **Data Querying** | 9.2 (10 reviews) | 8.5 (888 reviews) ✓ Verified | | **Data Filtering** | 9.1 (9 reviews) | 8.8 (915 reviews) ✓ Verified | | **Data Blending** | 9.0 (10 reviews) | 8.6 (895 reviews) ✓ Verified | #### Generative AI | Feature | Databricks | Tableau | |---|---|---| | **AI Text Generation** | 9.2 (11 reviews) | 7.4 (423 reviews) | | **AI Text Summarization** | 9.4 (8 reviews) | 7.5 (447 reviews) | #### Agentic AI - Analytics Platforms | Feature | Databricks | Tableau | |---|---|---| | **Autonomous Task Execution** | 9.4 (9 reviews) | 7.4 (126 reviews) | | **Multi-step Planning** | 9.0 (7 reviews) | 7.5 (129 reviews) | | **Cross-system Integration** | 8.8 (8 reviews) | 7.8 (132 reviews) | | **Adaptive Learning** | 8.8 (8 reviews) | 7.6 (125 reviews) | | **Natural Language Interaction** | 8.7 (9 reviews) | 7.7 (122 reviews) | | **Proactive Assistance** | 9.2 (8 reviews) | 7.4 (122 reviews) | | **Decision Making** | 9.5 (7 reviews) | 7.8 (128 reviews) | #### Self Service | Feature | Databricks | Tableau | |---|---|---| | **Calculated Fields** | 8.1 (12 reviews) | 8.5 (1705 reviews) ✓ Verified | | **Data Column Filtering** | 8.2 (13 reviews) | 8.7 (1720 reviews) ✓ Verified | | **Data Discovery** | 8.8 (14 reviews) | 8.5 (1661 reviews) ✓ Verified | | **Search** | 8.3 (14 reviews) | 8.2 (1422 reviews) | | **Collaboration / Workflow** | 8.7 (15 reviews) | 8.2 (1529 reviews) ✓ Verified | | **Automodeling** | 8.5 (11 reviews) | 7.9 (1325 reviews) ✓ Verified | #### Deployment & Integration - Analytics Platforms | Feature | Databricks | Tableau | |---|---|---| | **No-code Dashboard Builder** | 8.5 (9 reviews) | 8.7 (162 reviews) | | **Report Scheduling and Automation** | 9.3 (10 reviews) | 8.4 (112 reviews) | | **Embedded Analytics and White-labeling** | 9.0 (8 reviews) | 8.0 (105 reviews) | | **Data Source Connectivity** | 9.4 (8 reviews) | 8.6 (151 reviews) | #### Advanced Analytics | Feature | Databricks | Tableau | |---|---|---| | **Predictive Analytics** | 8.7 (14 reviews) | 7.8 (1286 reviews) | | **Data Visualization** | 8.7 (15 reviews) | 9.2 (1825 reviews) ✓ Verified | | **Big Data Services** | 9.3 (17 reviews) | 8.1 (1327 reviews) | #### Performance & Scalability - Analytics Platforms | Feature | Databricks | Tableau | |---|---|---| | **Large data handling and Query Speed** | 9.1 (9 reviews) | 7.5 (180 reviews) | | **Concurrent User Support** | 9.7 (6 reviews) | 8.2 (107 reviews) | #### Advanced Analytics & Modeling - Analytics Platforms | Feature | Databricks | Tableau | |---|---|---| | **Data Modeling and Governance** | 9.2 (10 reviews) | 8.2 (107 reviews) | | **Notebook and Script Integration** | 8.8 (10 reviews) | 8.0 (101 reviews) | | **Built-in Predictive and Statistical Models** | 9.0 (8 reviews) | 7.8 (106 reviews) | #### Agentic AI Capabilities - Analytics Platforms | Feature | Databricks | Tableau | |---|---|---| | **Auto-generated Insights and Narratives** | 8.9 (9 reviews) | 7.6 (102 reviews) | | **Natural Language Queries** | 9.2 (10 reviews) | 7.6 (103 reviews) | | **Proactive KPI Monitoring and Alerts** | 9.2 (8 reviews) | 7.8 (102 reviews) | | **AI Agents for Analytical Follow-ups** | 8.9 (9 reviews) | 7.6 (101 reviews) | #### Personalized Intelligence - Analytics Platforms | Feature | Databricks | Tableau | |---|---|---| | **Behavioral Learning for Contextual Query Refinement** | 9.4 (8 reviews) | 7.7 (102 reviews) | | **Role-based Insight Personalization** | 8.3 (10 reviews) | 7.9 (107 reviews) | | **Conversational and Prompt-based Analytics** | 8.7 (9 reviews) | 7.7 (101 reviews) | #### Building Reports | Feature | Databricks | Tableau | |---|---|---| | **Data Transformation** | 9.1 (164 reviews) | 8.3 (1008 reviews) ✓ Verified | | **Data Modeling** | 8.7 (154 reviews) | 8.2 (964 reviews) ✓ Verified | | **WYSIWYG Report Design** | 7.7 (128 reviews) | 8.3 (854 reviews) ✓ Verified | | **Integration APIs** | 8.5 (157 reviews) | 8.1 (840 reviews) ✓ Verified | ### Embedded Business Intelligence | Product | Score | Reviews | |---|---|---| | **Databricks** | N/A | N/A | | **Tableau** | 8.5/10 | 2065 | #### Reports | Feature | Databricks | Tableau | |---|---|---| | **Reports Interface** | 8.6 (16 reviews) | 8.7 (1802 reviews) ✓ Verified | | **Steps to Answer** | 8.1 (13 reviews) | 8.3 (1601 reviews) ✓ Verified | | **Graphs and Charts** | 8.7 (14 reviews) | 9.1 (1846 reviews) ✓ Verified | | **Score Cards** | 8.3 (11 reviews) | 8.6 (1371 reviews) | | **Dashboards** | 9.1 (18 reviews) | 9.1 (1829 reviews) ✓ Verified | #### Self Service | Feature | Databricks | Tableau | |---|---|---| | **Calculated Fields** | 8.1 (12 reviews) | 8.5 (1705 reviews) ✓ Verified | | **Data Column Filtering** | 8.2 (13 reviews) | 8.7 (1720 reviews) ✓ Verified | | **Data Discovery** | 8.8 (14 reviews) | 8.5 (1661 reviews) ✓ Verified | | **Search** | 8.3 (14 reviews) | 8.2 (1422 reviews) | | **Collaboration / Workflow** | 8.7 (15 reviews) | 8.2 (1529 reviews) ✓ Verified | | **Automodeling** | 8.5 (11 reviews) | 7.9 (1325 reviews) ✓ Verified | #### Building Reports | Feature | Databricks | Tableau | |---|---|---| | **Data Transformation** | 9.1 (164 reviews) | 8.3 (1008 reviews) ✓ Verified | | **Data Modeling** | 8.7 (154 reviews) | 8.2 (964 reviews) ✓ Verified | | **WYSIWYG Report Design** | 7.7 (128 reviews) | 8.3 (854 reviews) ✓ Verified | | **Integration APIs** | 8.5 (157 reviews) | 8.1 (840 reviews) ✓ Verified | ### Location Intelligence | Product | Score | Reviews | |---|---|---| | **Databricks** | N/A | N/A | | **Tableau** | 9.2/10 | 32 | #### Cartography | Feature | Databricks | Tableau | |---|---|---| | **Map Design** | Not enough data | 9.3 (25 reviews) | | **Vector Mapping ** | Not enough data | 9.2 (25 reviews) | | **Data Visualization** | Not enough data | 9.6 (28 reviews) | | **Overlaying** | Not enough data | 9.4 (26 reviews) | #### Analysis | Feature | Databricks | Tableau | |---|---|---| | **Predictive Analysis** | Not enough data | 9.0 (28 reviews) | | **Distance Analysis ** | Not enough data | 9.2 (26 reviews) | | **Spatial Analysis** | Not enough data | 9.2 (26 reviews) | | **Data Stream** | Not enough data | 9.0 (27 reviews) | #### Reporting | Feature | Databricks | Tableau | |---|---|---| | **Data Transformation** | Not enough data | 9.3 (27 reviews) | | **WYSIWYG Design** | Not enough data | 9.1 (25 reviews) | | **API Integrations** | Not enough data | 9.1 (25 reviews) | ### Data Preparation | Product | Score | Reviews | |---|---|---| | **Databricks** | N/A | N/A | | **Tableau** | 8.3/10 | 270 | #### Data Source Access | Feature | Databricks | Tableau | |---|---|---| | **Breadth of Data Sources** | Not enough data | 8.7 (233 reviews) | | **Ease of Data Connectivity** | Not enough data | 8.8 (238 reviews) | | **API Connectivity** | Not enough data | 8.2 (228 reviews) | #### Data Interaction | Feature | Databricks | Tableau | |---|---|---| | **Profiling and Classification** | Not enough data | 8.2 (226 reviews) | | **Metadata Management** | Not enough data | 8.1 (229 reviews) | | **Data Modeling** | Not enough data | 8.3 (229 reviews) | | **Data Joining** | Not enough data | 8.5 (233 reviews) | | **Data Blending** | Not enough data | 8.3 (231 reviews) | | **Data Quality and Cleansing** | Not enough data | 8.3 (228 reviews) | | **Data Sharing** | Not enough data | 8.4 (227 reviews) | | **Data Governance** | Not enough data | 8.2 (226 reviews) | #### Data Exporting | Feature | Databricks | Tableau | |---|---|---| | **Breadth of Integrations** | Not enough data | 8.5 (221 reviews) | | **Ease of Integrations** | Not enough data | 8.4 (225 reviews) | | **Data Workflows** | Not enough data | 8.4 (223 reviews) | #### Generative AI | Feature | Databricks | Tableau | |---|---|---| | **AI Text Generation** | Not enough data | 7.4 (217 reviews) | ### Insurance Analytics | Product | Score | Reviews | |---|---|---| | **Databricks** | N/A | N/A | | **Tableau** | 9.1/10 | 66 | #### Additional Functionality | Feature | Databricks | Tableau | |---|---|---| | **Cloud** | Not enough data | 8.9 (61 reviews) | | **Dashboard** | Not enough data | 9.3 (62 reviews) | #### Basics | Feature | Databricks | Tableau | |---|---|---| | **Reporting** | Not enough data | 9.2 (61 reviews) | #### Content | Feature | Databricks | Tableau | |---|---|---| | **Automation** | Not enough data | 8.9 (58 reviews) | #### Data | Feature | Databricks | Tableau | |---|---|---| | **Visualization** | Not enough data | 9.3 (60 reviews) | #### Interoperability | Feature | Databricks | Tableau | |---|---|---| | **Pre-Built Connectors** | Not enough data | 8.9 (58 reviews) | #### Performance | Feature | Databricks | Tableau | |---|---|---| | **Reporting** | Not enough data | 9.2 (61 reviews) | ### Data Governance | Product | Score | Reviews | |---|---|---| | **Databricks** | 8.8/10 | 117 | | **Tableau** | N/A | N/A | #### Administration | Feature | Databricks | Tableau | |---|---|---| | **Data Modelling** | 8.8 (100 reviews) | Not enough data | | **Recommendations** | 8.6 (94 reviews) | Not enough data | | **Workflow Management** | 9.0 (95 reviews) | Not enough data | | **Dashboards and Visualizations** | 8.7 (99 reviews) | Not enough data | #### Management | Feature | Databricks | Tableau | |---|---|---| | **Business Glossary** | 8.5 (88 reviews) | Not enough data | | **Data Discovery** | 8.6 (87 reviews) | Not enough data | | **Data Profililng** | 8.7 (89 reviews) | Not enough data | | **Reporting and Visualization** | 8.5 (88 reviews) | Not enough data | | **Data Lineage** | 8.8 (87 reviews) | Not enough data | #### Compliance | Feature | Databricks | Tableau | |---|---|---| | **Sensitive Data Compliance** | 8.9 (100 reviews) | Not enough data | | **Training and Guidelines** | 8.7 (93 reviews) | Not enough data | | **Policy Enforcement** | 8.9 (95 reviews) | Not enough data | | **Compliance Monitoring** | 8.7 (96 reviews) | Not enough data | #### Security | Feature | Databricks | Tableau | |---|---|---| | **Access Control** | 9.0 (89 reviews) | Not enough data | | **Roles Management** | 8.9 (87 reviews) | Not enough data | | **Compliance Management** | 8.8 (87 reviews) | Not enough data | #### Data Quality | Feature | Databricks | Tableau | |---|---|---| | **Data Preparation** | 9.0 (95 reviews) | Not enough data | | **Data Distribution** | 8.7 (94 reviews) | Not enough data | | **Data Unification** | 9.0 (95 reviews) | Not enough data | #### Maintainence | Feature | Databricks | Tableau | |---|---|---| | **Data Quality Management** | 8.7 (86 reviews) | Not enough data | | **Policy Management** | 8.8 (85 reviews) | Not enough data | #### Generative AI | Feature | Databricks | Tableau | |---|---|---| | **AI Text Generation** | 8.4 (83 reviews) | Not enough data | | **AI Text Summarization** | 8.5 (82 reviews) | Not enough data | #### Agentic AI - Data Governance | Feature | Databricks | Tableau | |---|---|---| | **Autonomous Task Execution** | 8.6 (11 reviews) | Not enough data | | **Multi-step Planning** | 8.9 (12 reviews) | Not enough data | | **Cross-system Integration** | 9.1 (15 reviews) | Not enough data | | **Adaptive Learning** | 8.6 (13 reviews) | Not enough data | | **Natural Language Interaction** | 9.1 (13 reviews) | Not enough data | | **Decision Making** | 9.0 (14 reviews) | Not enough data | ### ETL Tools | Product | Score | Reviews | |---|---|---| | **Databricks** | 8.9/10 | 193 | | **Tableau** | N/A | N/A | #### Management | Feature | Databricks | Tableau | |---|---|---| | **Reporting** | 8.6 (174 reviews) | Not enough data | | **Auditing** | 8.5 (166 reviews) | Not enough data | #### Functionality | Feature | Databricks | Tableau | |---|---|---| | **Extraction** | 9.1 (178 reviews) | Not enough data | | **Transformation** | 9.2 (180 reviews) | Not enough data | | **Loading** | 9.1 (175 reviews) | Not enough data | | **Automation** | 9.0 (170 reviews) | Not enough data | | **Scalability** | 9.2 (171 reviews) | Not enough data | ### MLOps Platforms | Product | Score | Reviews | |---|---|---| | **Databricks** | 8.9/10 | 81 | | **Tableau** | N/A | N/A | #### Deployment | Feature | Databricks | Tableau | |---|---|---| | **Language Flexibility** | 8.9 (66 reviews) | Not enough data | | **Framework Flexibility** | 8.9 (65 reviews) | Not enough data | | **Versioning** | 8.9 (67 reviews) | Not enough data | | **Ease of Deployment** | 8.9 (67 reviews) | Not enough data | | **Scalability** | 9.0 (69 reviews) | Not enough data | #### Deployment | Feature | Databricks | Tableau | |---|---|---| | **Language Flexibility** | 8.9 (63 reviews) | Not enough data | | **Framework Flexibility** | 8.8 (63 reviews) | Not enough data | | **Versioning** | 8.6 (67 reviews) | Not enough data | | **Ease of Deployment** | 8.9 (66 reviews) | Not enough data | | **Scalability** | 9.1 (67 reviews) | Not enough data | #### Management | Feature | Databricks | Tableau | |---|---|---| | **Cataloging** | 9.0 (65 reviews) | Not enough data | | **Monitoring** | 8.9 (67 reviews) | Not enough data | | **Governing** | 9.2 (62 reviews) | Not enough data | | **Model Registry** | 9.0 (70 reviews) | Not enough data | #### Operations | Feature | Databricks | Tableau | |---|---|---| | **Metrics** | 8.8 (63 reviews) | Not enough data | | **Infrastructure management** | 8.9 (64 reviews) | Not enough data | | **Collaboration** | 9.1 (65 reviews) | Not enough data | #### Management | Feature | Databricks | Tableau | |---|---|---| | **Cataloging** | 8.9 (63 reviews) | Not enough data | | **Monitoring** | 8.7 (62 reviews) | Not enough data | | **Governing** | 9.1 (60 reviews) | Not enough data | #### Generative AI | Feature | Databricks | Tableau | |---|---|---| | **AI Text Generation** | 8.4 (30 reviews) | Not enough data | | **AI Text Summarization** | 8.4 (30 reviews) | Not enough data | ### Data Science and Machine Learning Platforms | Product | Score | Reviews | |---|---|---| | **Databricks** | 8.6/10 | 221 | | **Tableau** | N/A | N/A | #### System | Feature | Databricks | Tableau | |---|---|---| | **Data Ingestion & Wrangling** | 8.9 (182 reviews) | Not enough data | #### Model Development | Feature | Databricks | Tableau | |---|---|---| | **Language Support** | 8.8 (187 reviews) | Not enough data | | **Drag and Drop** | 8.0 (190 reviews) | Not enough data | | **Pre-Built Algorithms** | 8.3 (188 reviews) | Not enough data | | **Model Training** | 8.7 (193 reviews) | Not enough data | #### Model Development | Feature | Databricks | Tableau | |---|---|---| | **Feature Engineering** | 8.5 (174 reviews) | Not enough data | #### Machine/Deep Learning Services | Feature | Databricks | Tableau | |---|---|---| | **Computer Vision** | 8.2 (176 reviews) | Not enough data | | **Natural Language Processing** | 8.5 (182 reviews) | Not enough data | | **Natural Language Generation** | 8.3 (174 reviews) | Not enough data | | **Artificial Neural Networks** | 8.2 (174 reviews) | Not enough data | #### Machine/Deep Learning Services | Feature | Databricks | Tableau | |---|---|---| | **Natural Language Understanding** | 8.4 (160 reviews) | Not enough data | | **Deep Learning** | 8.4 (162 reviews) | Not enough data | #### Deployment | Feature | Databricks | Tableau | |---|---|---| | **Managed Service** | 8.5 (181 reviews) | Not enough data | | **Application** | 8.7 (182 reviews) | Not enough data | | **Scalability** | 9.0 (190 reviews) | Not enough data | #### Generative AI | Feature | Databricks | Tableau | |---|---|---| | **AI Text Generation** | 8.3 (88 reviews) | Not enough data | | **AI Text Summarization** | 8.4 (89 reviews) | Not enough data | | **AI Text-to-Image** | 7.6 (88 reviews) | Not enough data | #### Agentic AI - Data Science and Machine Learning Platforms | Feature | Databricks | Tableau | |---|---|---| | **Autonomous Task Execution** | 9.3 (10 reviews) | Not enough data | | **Multi-step Planning** | 8.7 (9 reviews) | Not enough data | | **Cross-system Integration** | 8.5 (10 reviews) | Not enough data | | **Adaptive Learning** | 8.9 (9 reviews) | Not enough data | | **Natural Language Interaction** | 9.3 (12 reviews) | Not enough data | | **Proactive Assistance** | 8.8 (8 reviews) | Not enough data | | **Decision Making** | 9.4 (9 reviews) | Not enough data | ### Data Warehouse | Product | Score | Reviews | |---|---|---| | **Databricks** | 8.8/10 | 207 | | **Tableau** | N/A | N/A | #### Data Management | Feature | Databricks | Tableau | |---|---|---| | **Data Integration** | 9.1 (189 reviews) ✓ Verified | Not enough data | | **Data Compression** | 8.9 (182 reviews) ✓ Verified | Not enough data | | **Data Quality** | 8.9 (183 reviews) ✓ Verified | Not enough data | | **Built-In Data Analytics** | 8.8 (181 reviews) ✓ Verified | Not enough data | | **In-Database Machine Learning** | 8.7 (169 reviews) ✓ Verified | Not enough data | | **Data Lake Analytics** | 9.1 (173 reviews) ✓ Verified | Not enough data | #### Integration | Feature | Databricks | Tableau | |---|---|---| | **AI/ ML Integration** | 8.8 (172 reviews) ✓ Verified | Not enough data | | **BI Tool Integration** | 8.8 (169 reviews) ✓ Verified | Not enough data | | **Data lake Integration** | 9.1 (177 reviews) ✓ Verified | Not enough data | #### Deployment | Feature | Databricks | Tableau | |---|---|---| | **On-Premise** | 7.9 (157 reviews) ✓ Verified | Not enough data | | **Cloud** | 9.2 (180 reviews) ✓ Verified | Not enough data | #### Performance | Feature | Databricks | Tableau | |---|---|---| | **Scalability** | 9.2 (182 reviews) ✓ Verified | Not enough data | #### Security | Feature | Databricks | Tableau | |---|---|---| | **Data Governance** | 8.9 (173 reviews) ✓ Verified | Not enough data | | **Data Security** | 8.9 (169 reviews) ✓ Verified | Not enough data | #### Generative AI | Feature | Databricks | Tableau | |---|---|---| | **AI Text Generation** | 8.5 (78 reviews) | Not enough data | | **AI Text Summarization** | 8.4 (77 reviews) | Not enough data | ### Database Management Systems (DBMS) | Product | Score | Reviews | |---|---|---| | **Databricks** | N/A | N/A | | **Tableau** | N/A | N/A | #### Management | Feature | Databricks | Tableau | |---|---|---| | **Data dictionary** | Not enough data | Not enough data | | **Data Replication** | Not enough data | Not enough data | | **Query Language** | Not enough data | Not enough data | | **Data Modeling** | Not enough data | Not enough data | | **Performance Analysis** | Not enough data | Not enough data | #### Maintenance | Feature | Databricks | Tableau | |---|---|---| | **Data Migration** | Not enough data | Not enough data | | **Backup and Recovery** | Not enough data | Not enough data | | **Multi-User Environment** | Not enough data | Not enough data | #### Security | Feature | Databricks | Tableau | |---|---|---| | **Data Encryption** | Not enough data | Not enough data | | **User Access Control** | Not enough data | Not enough data | ### DataOps Platforms | Product | Score | Reviews | |---|---|---| | **Databricks** | 9.0/10 | 83 | | **Tableau** | N/A | N/A | #### Data Management | Feature | Databricks | Tableau | |---|---|---| | **Data Integration** | 9.0 (71 reviews) | Not enough data | | **Metadata** | 8.8 (74 reviews) | Not enough data | | **Self-service** | 8.9 (73 reviews) | Not enough data | | **Automated workflows** | 9.2 (72 reviews) | Not enough data | #### Agentic AI - DataOps Platforms | Feature | Databricks | Tableau | |---|---|---| | **Autonomous Task Execution** | 9.3 (12 reviews) | Not enough data | | **Multi-step Planning** | 9.2 (10 reviews) | Not enough data | | **Cross-system Integration** | 9.2 (12 reviews) | Not enough data | | **Adaptive Learning** | 9.2 (11 reviews) | Not enough data | | **Decision Making** | 9.5 (11 reviews) | Not enough data | #### Analytics | Feature | Databricks | Tableau | |---|---|---| | **Analytics capabilities** | 8.9 (71 reviews) | Not enough data | | **Dasboard visualizations** | 8.6 (70 reviews) | Not enough data | #### Monitoring and Management | Feature | Databricks | Tableau | |---|---|---| | **Data Observability** | 8.7 (70 reviews) | Not enough data | | **Testing capabilities** | 8.7 (71 reviews) | Not enough data | #### Cloud Deployment | Feature | Databricks | Tableau | |---|---|---| | **Hybrid cloud support** | 9.0 (66 reviews) | Not enough data | | **Cloud migration capabilities** | 9.1 (67 reviews) | Not enough data | #### Generative AI | Feature | Databricks | Tableau | |---|---|---| | **AI Text Generation** | 9.0 (39 reviews) | Not enough data | | **AI Text Summarization** | 9.0 (39 reviews) | Not enough data | ### Generative AI Infrastructure | Product | Score | Reviews | |---|---|---| | **Databricks** | N/A | N/A | | **Tableau** | N/A | N/A | #### Scalability and Performance - Generative AI Infrastructure | Feature | Databricks | Tableau | |---|---|---| | **AI High Availability** | Not enough data | Not enough data | | **AI Model Training Scalability** | Not enough data | Not enough data | | **AI Inference Speed** | Not enough data | Not enough data | #### Cost and Efficiency - Generative AI Infrastructure | Feature | Databricks | Tableau | |---|---|---| | **AI Cost per API Call** | Not enough data | Not enough data | | **AI Resource Allocation Flexibility** | Not enough data | Not enough data | | **AI Energy Efficiency** | Not enough data | Not enough data | #### Integration and Extensibility - Generative AI Infrastructure | Feature | Databricks | Tableau | |---|---|---| | **AI Multi-cloud Support** | Not enough data | Not enough data | | **AI Data Pipeline Integration** | Not enough data | Not enough data | | **AI API Support and Flexibility** | Not enough data | Not enough data | #### Security and Compliance - Generative AI Infrastructure | Feature | Databricks | Tableau | |---|---|---| | **AI GDPR and Regulatory Compliance** | Not enough data | Not enough data | | **AI Role-based Access Control** | Not enough data | Not enough data | | **AI Data Encryption** | Not enough data | Not enough data | #### Usability and Support - Generative AI Infrastructure | Feature | Databricks | Tableau | |---|---|---| | **AI Documentation Quality** | Not enough data | Not enough data | | **AI Community Activity** | Not enough data | Not enough data | ### AI Agent Builders | Product | Score | Reviews | |---|---|---| | **Databricks** | N/A | N/A | | **Tableau** | N/A | N/A | #### Customization - AI Agent Builders | Feature | Databricks | Tableau | |---|---|---| | **Natural Language Configuration** | Not enough data | Not enough data | | **Tone Customization** | Not enough data | Not enough data | | **Security Guardrails** | Not enough data | Not enough data | #### Functionality - AI Agent Builders | Feature | Databricks | Tableau | |---|---|---| | **Omni-channel Support** | Not enough data | Not enough data | | **Agent Branding** | Not enough data | Not enough data | | **Proactive Response Capabilities** | Not enough data | Not enough data | | **Seamless Human Escalation** | Not enough data | Not enough data | #### Data and Analytics - AI Agent Builders | Feature | Databricks | Tableau | |---|---|---| | **Analytics & Reporting** | Not enough data | Not enough data | | **Contextual Awareness** | Not enough data | Not enough data | | **Data Privacy Compliance** | Not enough data | Not enough data | #### Integration - AI Agent Builders | Feature | Databricks | Tableau | |---|---|---| | **Workflow Automation** | Not enough data | Not enough data | | **API Usage** | Not enough data | Not enough data | | **Platform Interoperability** | Not enough data | Not enough data | | **CRM Data Integration** | Not enough data | Not enough data | ### Semantic Layer Tools | Product | Score | Reviews | |---|---|---| | **Databricks** | N/A | N/A | | **Tableau** | N/A | N/A | #### Deployment & Integration - Semantic Layer Tools | Feature | Databricks | Tableau | |---|---|---| | **Multi-Environment & Multi-Cloud Support** | Not enough data | Not enough data | | **Open API & SDK Integration** | Not enough data | Not enough data | #### Data Connectivity & Federation - Semantic Layer Tools | Feature | Databricks | Tableau | |---|---|---| | **Cross-Source Query Federation** | Not enough data | Not enough data | | **Dynamic Schema & Metadata Adaptation** | Not enough data | Not enough data | #### Data Modeling & Metrics - Semantic Layer Tools | Feature | Databricks | Tableau | |---|---|---| | **Derived & Calculated Metrics** | Not enough data | Not enough data | | **Time Intelligence Functions** | Not enough data | Not enough data | #### Performance Optimization - Semantic Layer Tools | Feature | Databricks | Tableau | |---|---|---| | **Query Caching & Acceleration** | Not enough data | Not enough data | | **Adaptive Query Optimization** | Not enough data | Not enough data | #### Governance - Semantic Layer Tools | Feature | Databricks | Tableau | |---|---|---| | **AI Governance & Observability** | Not enough data | Not enough data | | **Metric Lineage for AI Training Data** | Not enough data | Not enough data | | **Version Control & Change Impact Analysis** | Not enough data | Not enough data | #### Advanced Intelligence - Semantic Layer Tools | Feature | Databricks | Tableau | |---|---|---| | **Natural Language Query Interface** | Not enough data | Not enough data | | **Semantic Layer for AI/ML Models** | Not enough data | Not enough data | | **Recommendation Engine** | Not enough data | Not enough data | #### Agentic AI Enablement - Semantic Layer Tools | Feature | Databricks | Tableau | |---|---|---| | **Agentic Query Orchestration** | Not enough data | Not enough data | | **Contextual Reasoning Layer** | Not enough data | Not enough data | | **Workflow Automation via Semantic Agents** | Not enough data | Not enough data | ### Agentic Analytics | Product | Score | Reviews | |---|---|---| | **Databricks** | N/A | N/A | | **Tableau** | N/A | N/A | #### Data Connectivity and Prep - Agentic Analytics | Feature | Databricks | Tableau | |---|---|---| | **Data Source Connectivity** | Not enough data | Not enough data | | **Automated Data Preparation** | Not enough data | Not enough data | #### Autonomous Insight Generation - Agentic Analytics | Feature | Databricks | Tableau | |---|---|---| | **Continuous Pattern Detection** | Not enough data | Not enough data | | **Multi‑Step Reasoning** | Not enough data | Not enough data | | **Predictive & Prescriptive Analytics** | Not enough data | Not enough data | #### Interaction and Workflow - Agentic Analytics | Feature | Databricks | Tableau | |---|---|---| | **Natural Language Query and Conversational Analytics** | Not enough data | Not enough data | | **Action Triggering & Workflow Orchestration** | Not enough data | Not enough data | | **Explainability & Audit Trails** | Not enough data | Not enough data | #### AI Agent Management - Agentic Analytics | Feature | Databricks | Tableau | |---|---|---| | **Agent Configuration & Goals** | Not enough data | Not enough data | | **Continuous Learning & Feedback** | Not enough data | Not enough data | ### AI Gateways | Product | Score | Reviews | |---|---|---| | **Databricks** | N/A | N/A | | **Tableau** | N/A | N/A | #### Traffic Management & Performance - AI Gateways | Feature | Databricks | Tableau | |---|---|---| | **Token-Aware Rate Limiting** | Not enough data | Not enough data | | **Semantic Caching** | Not enough data | Not enough data | | **Multi-Model Routing & Fallbacks** | Not enough data | Not enough data | #### Governance & Observability - AI Gateways | Feature | Databricks | Tableau | |---|---|---| | **Data Privacy** | Not enough data | Not enough data | | **Cost Tracking** | Not enough data | Not enough data | | **Centralized API Key Security** | Not enough data | Not enough data | ### Predictive Analytics | Product | Score | Reviews | |---|---|---| | **Databricks** | N/A | N/A | | **Tableau** | 8.6/10 | 293 | #### Statistical Tool | Feature | Databricks | Tableau | |---|---|---| | **Scripting** | Not enough data | 8.4 (252 reviews) | | **Data Mining** | Not enough data | 8.4 (254 reviews) | | **Algorithms** | Not enough data | 8.4 (244 reviews) | #### Data Analysis | Feature | Databricks | Tableau | |---|---|---| | **Analysis** | Not enough data | 9.0 (275 reviews) | | **Data Interaction** | Not enough data | 8.9 (269 reviews) | #### Decision Making | Feature | Databricks | Tableau | |---|---|---| | **Modeling** | Not enough data | 8.7 (259 reviews) | | **Data Visualizations** | Not enough data | 9.4 (275 reviews) | | **Report Generation** | Not enough data | 9.1 (268 reviews) | | **Data Unification** | Not enough data | 8.7 (262 reviews) | #### Generative AI | Feature | Databricks | Tableau | |---|---|---| | **AI Text Generation** | Not enough data | 8.0 (176 reviews) | | **AI Text Summarization** | Not enough data | 7.9 (175 reviews) | ### Big Data Processing and Distribution | Product | Score | Reviews | |---|---|---| | **Databricks** | 8.9/10 | 327 | | **Tableau** | N/A | N/A | #### Database | Feature | Databricks | Tableau | |---|---|---| | **Real-Time Data Collection** | 8.7 (238 reviews) | Not enough data | | **Data Distribution** | 8.9 (246 reviews) | Not enough data | | **Data Lake** | 9.3 (266 reviews) | Not enough data | #### Integrations | Feature | Databricks | Tableau | |---|---|---| | **Hadoop Integration** | 8.3 (219 reviews) | Not enough data | | **Spark Integration** | 9.1 (271 reviews) | Not enough data | #### Platform | Feature | Databricks | Tableau | |---|---|---| | **Machine Scaling** | 9.0 (266 reviews) | Not enough data | | **Data Preparation** | 8.9 (254 reviews) | Not enough data | | **Spark Integration** | 9.1 (271 reviews) | Not enough data | #### Processing | Feature | Databricks | Tableau | |---|---|---| | **Cloud Processing** | 9.1 (251 reviews) | Not enough data | | **Workload Processing** | 9.0 (259 reviews) | Not enough data | ### Big Data Analytics | Product | Score | Reviews | |---|---|---| | **Databricks** | 8.9/10 | 264 | | **Tableau** | N/A | N/A | #### Data Transformation | Feature | Databricks | Tableau | |---|---|---| | **Real-Time Analytics** | 8.9 (229 reviews) | Not enough data | | **Data Querying** | 9.1 (238 reviews) | Not enough data | #### Connectivity | Feature | Databricks | Tableau | |---|---|---| | **Hadoop Integration** | 8.7 (208 reviews) | Not enough data | | **Spark Integration** | 9.2 (233 reviews) | Not enough data | | **Multi-Source Analysis** | 9.0 (223 reviews) | Not enough data | | **Data Lake** | 9.2 (232 reviews) | Not enough data | #### Operations | Feature | Databricks | Tableau | |---|---|---| | **Data Visualization** | 8.4 (230 reviews) | Not enough data | | **Data Workflow** | 8.8 (229 reviews) | Not enough data | | **Governed Discovery** | 8.7 (216 reviews) | Not enough data | | **Embedded Analytics** | 8.6 (213 reviews) | Not enough data | | **Notebooks** | 9.3 (234 reviews) | Not enough data | ### Big Data | Product | Score | Reviews | |---|---|---| | **Databricks** | 8.5/10 | 194 | | **Tableau** | N/A | N/A | #### Building Reports | Feature | Databricks | Tableau | |---|---|---| | **Data Transformation** | 9.1 (164 reviews) | 8.3 (1008 reviews) ✓ Verified | | **Data Modeling** | 8.7 (154 reviews) | 8.2 (964 reviews) ✓ Verified | | **WYSIWYG Report Design** | 7.7 (128 reviews) | 8.3 (854 reviews) ✓ Verified | | **Integration APIs** | 8.5 (157 reviews) | 8.1 (840 reviews) ✓ Verified | #### Platform | Feature | Databricks | Tableau | |---|---|---| | **Mobile User Support** | Not enough data | Not enough data | | **Customization ** | Not enough data | Not enough data | | **User, Role, and Access Management** | Not enough data | Not enough data | | **Internationalization** | Not enough data | Not enough data | | **Sandbox / Test Environments** | Not enough data | Not enough data | | **Performance and Reliability** | Not enough data | Not enough data | | **Breadth of Partner Applications** | Not enough data | Not enough data | --- ## Categories **Shared Categories (1):** [Analytics Platforms](https://www.g2.com/categories/analytics-platforms) **Unique to Databricks (12):** [DataOps Platforms](https://www.g2.com/categories/dataops-platforms), [MLOps Platforms](https://www.g2.com/categories/mlops-platforms), [Data Governance Tools](https://www.g2.com/categories/data-governance-tools), [ETL Tools](https://www.g2.com/categories/etl-tools), [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution), [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), [Data Warehouse Solutions](https://www.g2.com/categories/data-warehouse), [Database Management Systems (DBMS)](https://www.g2.com/categories/database-management-systems-dbms), [Generative AI Infrastructure Software](https://www.g2.com/categories/generative-ai-infrastructure), [ AI Agent Builders Software](https://www.g2.com/categories/ai-agent-builders), [AI Gateways Software](https://www.g2.com/categories/ai-gateways) **Unique to Tableau (7):** [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools), [Insurance Analytics Software](https://www.g2.com/categories/insurance-analytics), [Data Preparation Software](https://www.g2.com/categories/data-preparation), [Location Intelligence Software](https://www.g2.com/categories/location-intelligence), [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-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 | Databricks | Tableau | |---|---|---| | **Small-Business** | 15.9% | 21.1% | | **Mid-Market** | 40.2% | 36.7% | | **Enterprise** | 43.9% | 42.2% | ### By Industry #### Databricks - **Information Technology and Services:** 16.0% - **Financial Services:** 10.4% - **Computer Software:** 8.7% - **Consulting:** 3.9% - **Hospital & Health Care:** 3.9% - **Retail:** 3.4% - **Insurance:** 3.1% - **Marketing and Advertising:** 3.1% - **Telecommunications:** 2.8% - **Manufacturing:** 2.7% - **Other:** 42.0% #### Tableau - **Information Technology and Services:** 11.7% - **Computer Software:** 7.5% - **Financial Services:** 7.1% - **Hospital & Health Care:** 4.4% - **Marketing and Advertising:** 4.3% - **Higher Education:** 3.9% - **Telecommunications:** 3.3% - **Education Management:** 2.8% - **Internet:** 2.7% - **Insurance:** 2.6% - **Other:** 49.7% --- ## Alternatives ### Alternatives to Databricks - [Cloudera Data Platform](https://www.g2.com/products/cloudera-cloudera-data-platform/reviews) — 4.1/5 stars (136 reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (747 reviews) - [Teradata Vantage](https://www.g2.com/products/teradata-teradata-vantage/reviews) — 4.3/5 stars (373 reviews) - [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1235 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (809 reviews) - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (657 reviews) - [Qubole](https://www.g2.com/products/qubole/reviews) — 4.0/5 stars (259 reviews) - [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (798 reviews) - [dbt](https://www.g2.com/products/dbt/reviews) — 4.7/5 stars (206 reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 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 (809 reviews) - [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.2/5 stars (592 reviews) - [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews) - [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) — 4.3/5 stars (692 reviews) - [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews) — 4.1/5 stars (461 reviews) - [Hex](https://www.g2.com/products/hex-tech-hex/reviews) — 4.5/5 stars (391 reviews) - [Oracle Analytics Cloud](https://www.g2.com/products/oracle-analytics-cloud/reviews) — 4.1/5 stars (333 reviews) - [ThoughtSpot](https://www.g2.com/products/thoughtspot/reviews) — 4.4/5 stars (330 reviews) - [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews) --- ## Top Discussions ### Databricks - Title: [What is Lakehouse in Databricks?](https://www.g2.com/discussions/what-is-lakehouse-in-databricks) — 4 comments, 2 upvotes > **Top comment:** "Lakehouse architecture is the merging of the data warehouse and data lake concepts into a single platform, with built-in support for lineage maintenance and ML." - Title: [What are the features of Databricks?](https://www.g2.com/discussions/what-are-the-features-of-databricks) — 4 comments, 2 upvotes > **Top comment:** "Delta Lake Lakehosue platform Schema evolution Data quarantine & Data Quality Data Integration & Transformations" - Title: [What does Databricks software do?](https://www.g2.com/discussions/what-does-databricks-software-do) — 3 comments > **Top comment:** "It will work like Hadoop, databricks provide the services like big data. Databricks also work like in advanced level it's have capability to process large..." - Title: [What is Databricks unified analytics platform?](https://www.g2.com/discussions/what-is-databricks-unified-analytics-platform) — 3 comments > **Top comment:** "Databricks' Unified Data Analytics Platform helps organizations accelerate innovation by unifying data science with engineering and business. With Databricks..." ### 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/databricks-vs-tableau)