Link copied to clipboard # Denodo vs Starburst Comparison - What are their main differences? Share [ Export ](/compare/denodo/starburst/export.csv) DenodoStarburst[+ Add Product](#) Reviews **Denodo** [ 4.3/5(47) ](https://www.g2.com/products/denodo/reviews#reviews) **Starburst** [ 4.3/5(115) ](https://www.g2.com/products/starburst/reviews#reviews) Pricing **Denodo** Free Trial No pricing available **Starburst** Free Trial No pricing available **Pricing Insights** from reviews Time to Implement **Denodo** Not enough reviews yet **Starburst** 4 months Based on 9 responses Return on Investment **Denodo** Not enough reviews yet **Starburst** 14 months Based on 9 responses Perceived Cost **Denodo** $$$$$ **Starburst** $$$$$ Average Discount **Denodo** Not enough reviews yet **Starburst** 11% Pros & Cons **Denodo** [ Functionality (3) ](https://www.g2.com/products/denodo/reviews?filters%5Bsentiment_snippet%5D=2105264&qs=pros-and-cons#reviews)[ Connectors (2) ](https://www.g2.com/products/denodo/reviews?filters%5Bsentiment_snippet%5D=2105354&qs=pros-and-cons#reviews)[ Expensive (2) ](https://www.g2.com/products/denodo/reviews?filters%5Bsentiment_snippet%5D=2290144&qs=pros-and-cons#reviews)[ Bug Issues (1) ](https://www.g2.com/products/denodo/reviews?filters%5Bsentiment_snippet%5D=2188197&qs=pros-and-cons#reviews) **Starburst** [ Fast Querying (20) ](https://www.g2.com/products/starburst/reviews?filters%5Bsentiment_snippet%5D=1702775&qs=pros-and-cons#reviews)[ Query Efficiency (18) ](https://www.g2.com/products/starburst/reviews?filters%5Bsentiment_snippet%5D=1702966&qs=pros-and-cons#reviews)[ Query Issues (14) ](https://www.g2.com/products/starburst/reviews?filters%5Bsentiment_snippet%5D=1703775&qs=pros-and-cons#reviews)[ Slow Performance (13) ](https://www.g2.com/products/starburst/reviews?filters%5Bsentiment_snippet%5D=1703480&qs=pros-and-cons#reviews) Integrations **Denodo** Not enough data **Starburst** [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_cacdec8b8edeace9b3c89e0c2cded695/amazon-s3-glacier.jpg "Product Avatar Image") Amazon S3 Glacier ](https://www.g2.com/products/amazon-s3-glacier/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b3390b4cc3d92e87d570895f7358c003/aws-batch.jpg "Product Avatar Image") AWS Batch ](https://www.g2.com/products/aws-batch/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b3390b4cc3d92e87d570895f7358c003/aws-glue.jpg "Product Avatar Image") AWS Glue ](https://www.g2.com/products/aws-glue/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_5b5ecb6259c4c0d54368899a457a4e08/aws-secrets-manager.jpg "Product Avatar Image") AWS Secrets Manager ](https://www.g2.com/products/aws-secrets-manager/reviews)[ View all ](https://www.g2.com/products/starburst/integrations) Screenshots **Denodo** No screenshot available **Starburst** ![Starburst screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/175281/Screen-Shot-2021-02-09-at-10.28.28-AM.png) Ratings Meets Requirements **Denodo** 8.4 8.430 **Starburst** 8.8 8.899 Ease of Use **Denodo** 8.7 8.730 **Starburst** 8.8 8.8101 Ease of Setup **Denodo** 8.2 8.218 **Starburst** 8.3 8.392 Ease of Admin **Denodo** 7.5 7.516 **Starburst** 8.5 8.556 Quality of Support **Denodo** 8.2 8.227 **Starburst** 8.9 8.999 Has the product been a good partner in doing business? **Denodo** 8.9 8.916 **Starburst** 9.0 9.054 Product Direction (% positive) **Denodo** 9.1 9.126 **Starburst** 9.5 9.597 Features Data Virtualization[Hide 51 FeaturesShow 51 Features](javascript:void(0);) 8.4 26 Not enough data Administration Database Management 8.8(won by default) 20 Not enough data Access Control 8.2(won by default) 18 Not enough data Data Security 8.1(won by default) 18 Not enough data Remote Access/Control Not enough data Not enough data Version Control Not enough data Not enough data Remote Monitoring & Management Not enough data Not enough data Capacity Management Not enough data Not enough data Configuration Management Not enough data Not enough data File Management Not enough data Not enough data Compliance Management Not enough data Not enough data Service Level Agreement (SLA) Management Not enough data Not enough data Namespace Management Not enough data Not enough data Access Controls/Permissions Not enough data Not enough data Federation Architecture 8.2(won by default) 18 Not enough data Provisioning 8.1(won by default) 18 Not enough data Orchestration 8.3(won by default) 17 Not enough data API / Integrations 8.9(won by default) 15 Not enough data Virtual Machine Provisioning Not enough data Not enough data API Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Transformation Data Visualization 9.0(won by default) 17 Not enough data Application Performance 8.0(won by default) 18 Not enough data Data Modeling 8.8(won by default) 18 Not enough data Additional Functionality Real-Time Reporting Not enough data Not enough data Real-Time Monitoring Not enough data Not enough data Two-Factor Authentication Not enough data Not enough data Virtual Machine Encryption Not enough data Not enough data Backup and Recovery Not enough data Not enough data File Transfer Not enough data Not enough data Server Monitoring Not enough data Not enough data Secure Data Storage Not enough data Not enough data AI Copilot Not enough data Not enough data Data Migration Not enough data Not enough data Virtual Machine Monitoring Not enough data Not enough data Load Balancing Not enough data Not enough data Remote Update/Installation Not enough data Not enough data Archiving & Retention Not enough data Not enough data Visual Analytics Not enough data Not enough data Virtual Machine Snapshots Not enough data Not enough data Role-Based Permissions Not enough data Not enough data HIPAA Compliant Not enough data Not enough data Performance Monitoring Not enough data Not enough data Activity Dashboard Not enough data Not enough data Desktop/Application Virtualization Not enough data Not enough data Event Logs Not enough data Not enough data Single Sign On Not enough data Not enough data Generative AI Not enough data Not enough data Disaster Recovery Not enough data Not enough data Alerts/Escalation Not enough data Not enough data Automatic Backup Not enough data Not enough data Reporting/Analytics Not enough data Not enough data Data Fabric[Hide 15 FeaturesShow 15 Features](javascript:void(0);) 8.7 7 Not enough data Data Management Data Integration 9.3(won by default) 5 Not enough data Metadata 8.0(won by default) 5 Not enough data Data Discovery Not enough data Not enough data Multi - Platform Not enough data Not enough data Analytics Data Analytics Not enough data Not enough data Security Compliance 8.7(won by default) 5 Not enough data Governance 8.7(won by default) 5 Not enough data Data Protection Not enough data Not enough data Generative AI AI Text Generation Not enough data Not enough data AI Text Summarization Not enough data Not enough data Agentic AI - Data Fabric Autonomous Task Execution Not enough data Not enough data Multi-step Planning Not enough data Not enough data Cross-system Integration Not enough data Not enough data Adaptive Learning Not enough data Not enough data Decision Making Not enough data Not enough data Data Warehouse[Hide 48 FeaturesShow 48 Features](javascript:void(0);) Not enough data 8.1 33 Data Management Data Integration Not enough data 8.6(won by default) 22 Data Compression Not enough data 8.2(won by default) 20 Data Quality Not enough data 7.9(won by default) 22 Built-In Data Analytics Not enough data 8.1(won by default) 17 In-Database Machine Learning Not enough data 7.1(won by default) 18 Data Lake Analytics Not enough data 8.4(won by default) 20 ETL - Extract Transfer Load Not enough data Not enough data Data Capture and Transfer Not enough data Not enough data Real-Time Analytics Not enough data Not enough data Reporting/Analytics Not enough data Not enough data Integration AI/ ML Integration Not enough data 7.6(won by default) 18 BI Tool Integration Not enough data 8.8(won by default) 23 Data lake Integration Not enough data 9.0(won by default) 23 Deployment On-Premise Not enough data 7.8(won by default) 20 Cloud Not enough data 9.0(won by default) 24 Performance Scalability Not enough data 8.8(won by default) 26 Security Data Governance Not enough data 7.7(won by default) 22 Data Security Not enough data 8.4(won by default) 21 Generative AI AI Text Generation Not enough data 6.1(won by default) 9 AI Text Summarization Not enough data 5.9(won by default) 9 Generative AI Not enough data Not enough data Additional Functionality Parallel Processing Not enough data Not enough data Ad hoc Analysis Not enough data Not enough data Multiple Data Sources Not enough data Not enough data API Not enough data Not enough data In-Database Processing Not enough data Not enough data Monitoring Not enough data Not enough data Real-Time Reporting Not enough data Not enough data Data Synchronization Not enough data Not enough data Real-Time Monitoring Not enough data Not enough data Data Connectors Not enough data Not enough data Performance Metrics Not enough data Not enough data Ad hoc Reporting Not enough data Not enough data Alerts/Notifications Not enough data Not enough data Access Controls/Permissions Not enough data Not enough data Drag & Drop Not enough data Not enough data Data Visualization Not enough data Not enough data Data Import/Export Not enough data Not enough data Match & Merge Not enough data Not enough data Data Transformation Not enough data Not enough data Secure Data Storage Not enough data Not enough data Data Extraction Not enough data Not enough data AI Copilot Not enough data Not enough data Customizable Reports Not enough data Not enough data Activity Dashboard Not enough data Not enough data Data Migration Not enough data Not enough data In-Memory Processing Not enough data Not enough data Data Mapping Not enough data Not enough data Big Data Processing and Distribution[Hide 10 FeaturesShow 10 Features](javascript:void(0);) Not enough data 8.4 70 Database Real-Time Data Collection Not enough data 8.2(won by default) 58 Data Distribution Not enough data 9.0(won by default) 51 Data Lake Not enough data 8.5(won by default) 53 Integrations Hadoop Integration Not enough data 8.5(won by default) 37 Spark Integration Not enough data 8.3(won by default) 42 Platform Machine Scaling Not enough data 8.3(won by default) 43 Data Preparation Not enough data 8.3(won by default) 40 Spark Integration Not enough data 8.3(won by default) 42 Processing Cloud Processing Not enough data 8.1(won by default) 42 Workload Processing Not enough data 8.2(won by default) 45 Big Data Analytics[Hide 49 FeaturesShow 49 Features](javascript:void(0);) Not enough data 8.1 70 Data Transformation Real-Time Analytics Not enough data 8.0(won by default) 45 Data Querying Not enough data 9.1(won by default) 61 Reporting/Analytics Not enough data Not enough data Predictive Analytics Not enough data Not enough data Visual Analytics Not enough data Not enough data Connectivity Hadoop Integration Not enough data 8.6(won by default) 44 Multi-Source Analysis Not enough data 8.9(won by default) 57 Data Lake Not enough data 9.1(won by default) 42 Spark Integration Not enough data Feature Not Available Real-Time Data Not enough data Not enough data Data Capture and Transfer Not enough data Not enough data Trend Analysis Not enough data Not enough data What-if Analysis Not enough data Not enough data Statistical Analysis Not enough data Not enough data Data Blending Not enough data Not enough data Ad hoc Analysis Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Operations Data Visualization Not enough data 7.9(won by default) 43 Data Workflow Not enough data 7.9(won by default) 37 Governed Discovery Not enough data 7.5(won by default) 37 Embedded Analytics Not enough data 7.3(won by default) 33 Notebooks Not enough data 6.9(won by default) 31 Data Discovery Not enough data Not enough data Additional Functionality Data Warehousing Not enough data Not enough data Drag & Drop Not enough data Not enough data Activity Dashboard Not enough data Not enough data Data Connectors Not enough data Not enough data Ad hoc Reporting Not enough data Not enough data Customizable Reports Not enough data Not enough data Alerts/Escalation Not enough data Not enough data Templates Not enough data Not enough data Forecasting Not enough data Not enough data Data Migration Not enough data Not enough data Data Transformation Not enough data Not enough data Access Controls/Permissions Not enough data Not enough data API Not enough data Not enough data Data Cleansing Not enough data Not enough data Data Synchronization Not enough data Not enough data AI Copilot Not enough data Not enough data Dashboard Creation Not enough data Not enough data Data Extraction Not enough data Not enough data Data Security Not enough data Not enough data SSL Security Not enough data Not enough data Collaboration Tools Not enough data Not enough data No-Code Not enough data Not enough data High Volume Processing Not enough data Not enough data Database Support Not enough data Not enough data Search/Filter Not enough data Not enough data Generative AI Not enough data Not enough data Show 4 feature categories with incomplete data Business Intelligence[Hide 85 FeaturesShow 85 Features](javascript:void(0);) Not enough data Not enough data Reports Reports Interface Not enough data Not enough data Steps to Answer Not enough data Not enough data Graphs and Charts Not enough data Not enough data Score Cards Not enough data Not enough data Dashboards Not enough data Not enough data Customizable Reports Not enough data Not enough data Marketing Reports Not enough data Not enough data Sales Reports Not enough data Not enough data Activity Dashboard Not enough data Not enough data Interactive Reports Not enough data Not enough data Customizable Reports Not enough data Not enough data Customizable Reports Not enough data Not enough data Activity Dashboard Not enough data Not enough data Customizable Dashboard Not enough data Not enough data Self Service Calculated Fields Not enough data Not enough data Data Column Filtering Not enough data Not enough data Data Discovery Not enough data Not enough data Search Not enough data Not enough data Collaboration / Workflow Not enough data Not enough data Automodeling Not enough data Not enough data Natural Language Search Not enough data Not enough data Visual Discovery Not enough data Not enough data Data Blending Not enough data Not enough data Data Blending Not enough data Not enough data Advanced Analytics Predictive Analytics Not enough data Not enough data Data Visualization Not enough data Not enough data Big Data Services Not enough data Not enough data Real-Time Analytics Not enough data Not enough data Reporting/Analytics Not enough data Not enough data Real-Time Analytics Not enough data Not enough data Reporting/Analytics Not enough data Not enough data Visual Analytics Not enough data Not enough data Building Reports Data Transformation Not enough data Not enough data Data Modeling Not enough data Not enough data WYSIWYG Report Design Not enough data Not enough data Integration APIs Not enough data Not enough data Real-Time Data Not enough data Not enough data Real-Time Data Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Platform 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 Mobile Access Not enough data Not enough data Metadata Management Not enough data Not enough data Additional Functionality Customizable Branding Not enough data Not enough data Natural Language Processing Not enough data Not enough data Data Extraction Not enough data Not enough data AI Copilot Not enough data Not enough data Ad hoc Reporting Not enough data Not enough data Real-Time Reporting Not enough data Not enough data Publishing/Sharing Not enough data Not enough data Collaboration Tools Not enough data Not enough data Strategic Planning Not enough data Not enough data Self Service Data Preparation Not enough data Not enough data Trend Analysis Not enough data Not enough data Text Analysis Not enough data Not enough data Real-Time Monitoring Not enough data Not enough data Data Synchronization Not enough data Not enough data Widgets Not enough data Not enough data Benchmarking Not enough data Not enough data Performance Metrics Not enough data Not enough data Data Mapping Not enough data Not enough data Generative AI Not enough data Not enough data Trend/Problem Indicators Not enough data Not enough data Customizable Templates Not enough data Not enough data Access Controls/Permissions Not enough data Not enough data Data Import/Export Not enough data Not enough data Profitability Analysis Not enough data Not enough data OLAP Not enough data Not enough data Alerts/Notifications Not enough data Not enough data Search/Filter Not enough data Not enough data Drag & Drop Not enough data Not enough data Data Connectors Not enough data Not enough data Multiple Data Sources Not enough data Not enough data Key Performance Indicators Not enough data Not enough data Dashboard Creation Not enough data Not enough data Role-Based Permissions Not enough data Not enough data Data Mining Not enough data Not enough data Forecasting Not enough data Not enough data Ad hoc Query Not enough data Not enough data Machine Learning Data Catalog[Hide 54 FeaturesShow 54 Features](javascript:void(0);) Not enough data Not enough data Data Governance User Access Management Not enough data Not enough data Dynamic Data Masking Not enough data Not enough data Data Lineage Not enough data Not enough data Workflow Management Not enough data Not enough data Data Preparation Search Not enough data Not enough data Data Quality and Cleansing Not enough data Not enough data Data Transformation Not enough data Not enough data Data Modeling Not enough data Not enough data Collaboration Commenting Not enough data Not enough data Profiling and Classification Not enough data Not enough data Business and Data Glossary Not enough data Not enough data Metadata Management Not enough data Not enough data Master Data Management Not enough data Not enough data Data Storage Management Not enough data Not enough data Data Management Not enough data Not enough data Artificial Intelligence Machine Learning Recommendations Not enough data Not enough data Natural Language Query Not enough data Not enough data Automatic Data Cleansing Not enough data Not enough data Generative AI AI Text Generation Not enough data Not enough data AI Text Summarization Not enough data Not enough data Generative AI Not enough data Not enough data Agentic AI - Machine Learning Data Catalog Autonomous Task Execution Not enough data Not enough data Multi-step Planning Not enough data Not enough data Cross-system Integration Not enough data Not enough data Adaptive Learning Not enough data Not enough data Decision Making Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Additional Functionality Metadata Extraction Not enough data Not enough data Automatic Backup Not enough data Not enough data Search/Filter Not enough data Not enough data Collaboration Tools Not enough data Not enough data Activity Tracking Not enough data Not enough data Authentication Not enough data Not enough data Data Security Not enough data Not enough data Data Mapping Not enough data Not enough data Archiving & Retention Not enough data Not enough data Data Discovery Not enough data Not enough data Data Catalog Not enough data Not enough data Multiple Data Sources Not enough data Not enough data Categorization/Grouping Not enough data Not enough data AI Copilot Not enough data Not enough data Reporting/Analytics Not enough data Not enough data Tagging Not enough data Not enough data Drag & Drop Not enough data Not enough data Activity Dashboard Not enough data Not enough data Role-Based Permissions Not enough data Not enough data Single Sign On Not enough data Not enough data Data Governance Not enough data Not enough data Content Library Not enough data Not enough data Data Synchronization Not enough data Not enough data Data Import/Export Not enough data Not enough data Access Controls/Permissions Not enough data Not enough data Data Visualization Not enough data Not enough data API Not enough data Not enough data Semantic Layer Tools[Hide 17 FeaturesShow 17 Features](javascript:void(0);) Not enough data Not enough data Deployment & Integration - Semantic Layer Tools 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 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 Derived & Calculated Metrics Not enough data Not enough data Time Intelligence Functions Not enough data Not enough data Performance Optimization - Semantic Layer Tools Query Caching & Acceleration Not enough data Not enough data Adaptive Query Optimization Not enough data Not enough data Governance - Semantic Layer Tools 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 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 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 Big Data[Hide 17 FeaturesShow 17 Features](javascript:void(0);) Not enough data Not enough data Building Reports Data Transformation Not enough data Not enough data Data Modeling Not enough data Not enough data WYSIWYG Report Design Not enough data Not enough data Integration APIs Not enough data Not enough data Real-Time Data Not enough data Not enough data Real-Time Data Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Platform 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 Mobile Access Not enough data Not enough data Metadata Management Not enough data Not enough data User Insights Reviewers' Company Size [![Denodo](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_18f10ac25966c6ac7bf78e59f9b3bd6e/denodo.jpeg "Denodo")](https://www.g2.com/products/denodo/reviews) Denodo Small-Business(50 or fewer emp.) 21.1% Mid-Market(51-1000 emp.) 26.3% Enterprise(\> 1000 emp.) 52.6% [![Starburst](https://images.g2crowd.com/uploads/product/hd_favicon/8a61de83f13c495148f2f8166e49d8a1/starburst.svg "Starburst")](https://www.g2.com/products/starburst/reviews) Starburst Small-Business(50 or fewer emp.) 36.8% Mid-Market(51-1000 emp.) 22.8% Enterprise(\> 1000 emp.) 40.4% Small-Business (50 or fewer emp.) 21.1% 36.8% Mid-Market (51-1000 emp.) 26.3% 22.8% Enterprise (\> 1000 emp.) 52.6% 40.4% Reviewers' Industry [![Denodo](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_18f10ac25966c6ac7bf78e59f9b3bd6e/denodo.jpeg "Denodo")](https://www.g2.com/products/denodo/reviews) Denodo Insurance 16.7% Banking 13.9% Financial Services 11.1% Information Technology and Services 11.1% Computer Software 5.6% Other 41.7% [![Starburst](https://images.g2crowd.com/uploads/product/hd_favicon/8a61de83f13c495148f2f8166e49d8a1/starburst.svg "Starburst")](https://www.g2.com/products/starburst/reviews) Starburst Information Technology and Services 15.6% Financial Services 11.0% Banking 9.2% Computer Software 7.3% Retail 5.5% Other 51.4% FAQs ## Denodo vs Starburst FAQs Generated using AI Last updated: August 15, 2026 ### What is the difference between Denodo vs Starburst? Starburst stands out for its fast querying and integration breadth, while Denodo is recognized for its data virtualization and unified data access capabilities. | [Denodo](https://www.g2.com/products/denodo/reviews) | [Starburst](https://www.g2.com/products/starburst/reviews) | | --- | --- | | 4.3/5 (47 reviews) | 4.4/5 (104 reviews) | | — | — | | 8.2 | 8.4 | | 8.2 | 9.0 | | Data virtualization and unified data access | Fast querying and broad integrations | ### How do the pricing models of Denodo and Starburst compare? Starburst is rated higher for value, with reviewers expressing greater satisfaction with its pricing compared to Denodo. - **Denodo:** Reviewers note that Denodo can be expensive, especially for enterprise-grade deployments, and mention cost as a trade-off for its robust features. - **Starburst:** Reviewers highlight that while Starburst's pricing can rise with usage, the value is justified by its performance and integration capabilities, and the ROI is considered strong for larger-scale needs. ### What are the best alternatives to Denodo and Starburst? The top three alternatives to Denodo and Starburst are Dremio, AWS Glue, and Databricks. | Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength | | --- | --- | --- | --- | --- | | [Denodo](https://www.g2.com/products/denodo/reviews) | 4.3/5 (47) | — | Reviewers mention enterprise-grade software can be expensive | Data virtualization and unified data access | | [Starburst](https://www.g2.com/products/starburst/reviews) | 4.4/5 (104) | — | Pricing can rise with usage, but ROI is strong for large-scale needs | Fast querying and broad integrations | | [Dremio](https://www.g2.com/products/dremio/reviews) | 4.6/5 (71) | Enterprise | — | Performance and analytics capabilities | | [AWS Glue](https://www.g2.com/products/aws-glue/reviews) | 4.3/5 (202) | Enterprise | — | Integration with AWS ecosystem | | [Databricks](https://www.g2.com/products/databricks/reviews) | 4.6/5 (1366) | Enterprise | — | Unified analytics and scalability | ### Which Data Fabric features should I prioritize when comparing Denodo and Starburst? Buyers should prioritize data integration, query performance, ease of use, scalability, and security/governance when comparing Denodo and Starburst. - **Data Integration:** Denodo (2 all-time mentions for connectors, 2 for integrations), Starburst (17 all-time mentions for integrations, 11 for easy integrations) - **Query Performance:** Denodo (performance noted in reviews), Starburst (20 all-time mentions for fast querying, 18 for query efficiency, 14 for performance) - **Ease of Use:** Denodo (Ease of Use score: 8.7), Starburst (Ease of Use score: 8.9, 15 all-time mentions) - **Scalability:** Starburst (9 all-time mentions for scalability) - **Security/Governance:** Denodo (security and data governance noted in reviews), Starburst (governance features cited in reviews) ### What are the pros and cons of Denodo vs Starburst? Denodo's headline strength is unified data virtualization, while Starburst excels in fast querying and integration breadth. - **Denodo strengths:** Data virtualization and unified data access (3 all-time mentions for functionality, 2 for connectors, 2 for data integration, 2 for data cataloging, 2 for ease of use, 2 for integrations, 2 for user interface, 1 for API integration, 1 for cloud integration, 1 for data governance) - **Denodo trade-offs:** Expensive (2 all-time mentions), UI and migration complexity, performance dips at extreme scale, steep learning curve for complex scenarios - **Starburst strengths:** Fast querying (20 all-time mentions), query efficiency (18), integrations (17), ease of use (15), performance (14), speed (13), features (12), easy integrations (11), time-saving (11), large datasets (10), scalability (9), customer support (9) - **Starburst trade-offs:** Complexity (11 all-time mentions), learning curve (10), slow performance on very large or complex queries (10), performance issues (9), poor documentation (8), pricing can rise with usage ### Is Denodo or Starburst better for small businesses? Starburst is better suited for small businesses, as reviewers highlight its value and integration flexibility, while Denodo is more often cited as expensive and complex for smaller organizations. - **Denodo:** Reviewers note that Denodo may not be suitable for smaller companies due to cost and a steep learning curve. - **Starburst:** Reviewers describe Starburst as offering strong value and integration options, though pricing can rise with usage, it is often justified by performance and ROI. ### Which Data Fabric platform has better integrations? Starburst is favored by reviewers for integrations, with more frequent and broader integration mentions than Denodo. - **Denodo:** Integrations with Power BI and Qlik Sense are mentioned in recent reviews, with 2 all-time mentions for integrations and 2 for connectors. - **Starburst:** Integrations with Tableau (5 all-time mentions), Snowflake (4), and dbt are cited, with 17 all-time mentions for integrations and 11 for easy integrations. ### How do Denodo and Starburst compare on customer support? Starburst leads on Quality of Support with a 0.8-point advantage over Denodo (9.0 vs 8.2). - **Denodo:** Reviewers describe support as responsive and helpful, with a Quality of Support score of 8.2. - **Starburst:** Reviewers consistently praise Starburst's support team for being quick, professional, and knowledgeable, with a Quality of Support score of 9.0. ### Which is easier to implement, Denodo or Starburst? Starburst has a slight edge in Ease of Setup, scoring 8.4 versus Denodo's 8.2, which is below the materiality threshold, indicating near parity. - **Denodo:** Reviewers note that setup is generally straightforward, especially with clear documentation, but mention a learning curve for complex scenarios and migrations. - **Starburst:** Reviewers report that initial setup can be complex for distributed architectures, but onboarding is smooth for most, and documentation is helpful for getting started. ### Which product has better Cloud? Starburst is favored for Cloud, with more frequent reviewer mentions of cloud integrations and cloud-native architecture. - **Denodo:** Cloud integration is mentioned in reviews, but with fewer all-time mentions and less emphasis on cloud-native features. - **Starburst:** Reviewers frequently cite cloud integrations, cloud-native deployment, and support for major cloud platforms, with multiple all-time mentions for integrations and performance in cloud environments. Alternatives **Denodo Alternatives** ![Dremio](https://images.g2crowd.com/uploads/product/hd_favicon/c182ac68b3200b9132e437ac22ff3d7e/dremio.svg "Dremio") [ Dremio ](/products/dremio/reviews) ![AWS Glue](https://images.g2crowd.com/uploads/product/hd_favicon/1528476465/aws-glue.svg "AWS Glue") [ AWS Glue ](/products/aws-glue/reviews) ![CData Virtuality](https://images.g2crowd.com/uploads/product/hd_favicon/d2514e63679868b6669b6db33d26be19/cdata-virtuality.svg "CData Virtuality") [ CData Virtuality ](/products/cdata-virtuality/reviews) ![Cloudera](https://images.g2crowd.com/uploads/product/hd_favicon/dcfb9e6879febb34cef773ddde921835/cloudera.svg "Cloudera") [ Cloudera ](/products/cloudera/reviews) **Starburst Alternatives** ![Dremio](https://images.g2crowd.com/uploads/product/hd_favicon/c182ac68b3200b9132e437ac22ff3d7e/dremio.svg "Dremio") [ Dremio ](/products/dremio/reviews) ![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks") [ Databricks ](/products/databricks/reviews) ![Snowflake](https://images.g2crowd.com/uploads/product/hd_favicon/1544409170/snowflake.svg "Snowflake") [ Snowflake ](/products/snowflake/reviews) ![Google Cloud BigQuery](https://images.g2crowd.com/uploads/product/hd_favicon/875b8a68eca98ce3458f26e9dd34cdf9/google-cloud-bigquery.svg "Google Cloud BigQuery") [ BigQuery ](/products/google-cloud-bigquery/reviews)