Link copied to clipboard # Denodo vs Dremio Comparison - What are their main differences? Share [ Export ](/compare/denodo/dremio/export.csv) DenodoDremio[+ Add Product](#) Reviews **Denodo** [ 4.3/5(47) ](https://www.g2.com/products/denodo/reviews#reviews) **Dremio** [ 4.6/5(71) ](https://www.g2.com/products/dremio/reviews#reviews) Pricing **Denodo** Free Trial No pricing available **Dremio** Free Trial No pricing available **Pricing Insights** from reviews Time to Implement **Denodo** Not enough reviews yet **Dremio** 2 months Based on 6 responses Return on Investment **Denodo** Not enough reviews yet **Dremio** 19 months Based on 8 responses Perceived Cost **Denodo** $$$$$ **Dremio** $$$$$ Average Discount **Denodo** Not enough reviews yet **Dremio** Not enough reviews yet ![Denodo](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_18f10ac25966c6ac7bf78e59f9b3bd6e/denodo.jpeg "Denodo") ![Dremio](https://images.g2crowd.com/uploads/product/hd_favicon/c182ac68b3200b9132e437ac22ff3d7e/dremio.svg "Dremio") G2 offers free advice on this comparison. 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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) **Dremio** [ Ease of Use (13) ](https://www.g2.com/products/dremio/reviews?filters%5Bsentiment_snippet%5D=1574130&qs=pros-and-cons#reviews)[ Integrations (10) ](https://www.g2.com/products/dremio/reviews?filters%5Bsentiment_snippet%5D=1573561&qs=pros-and-cons#reviews)[ Difficulty (5) ](https://www.g2.com/products/dremio/reviews?filters%5Bsentiment_snippet%5D=1574092&qs=pros-and-cons#reviews)[ Poor Customer Support (5) ](https://www.g2.com/products/dremio/reviews?filters%5Bsentiment_snippet%5D=1574164&qs=pros-and-cons#reviews) Integrations **Denodo** Not enough data **Dremio** [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b8b49f2b6f9cd484b0efa52a4abd8269/microsoft-microsoft-power-bi.png "Product Avatar Image") Microsoft Power BI ](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_cbdded440dd46c7dcb4debe3e10b5048/microsoft-sharepoint.png "Product Avatar Image") Microsoft SharePoint ](https://www.g2.com/products/microsoft-sharepoint/reviews)[ View all ](https://www.g2.com/products/dremio/integrations) Screenshots **Denodo** No screenshot available **Dremio** ![Dremio 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/203238/1-One-engine-for-all-SQL-workloads.png) Ratings Meets Requirements **Denodo** 8.4 8.430 **Dremio** 8.7 8.754 Ease of Use **Denodo** 8.7 8.730 **Dremio** 9.2 9.255 Ease of Setup **Denodo** 8.2 8.218 **Dremio** 8.5 8.549 Ease of Admin **Denodo** 7.5 7.516 **Dremio** 7.8 7.829 Quality of Support **Denodo** 8.2 8.227 **Dremio** 8.6 8.651 Has the product been a good partner in doing business? **Denodo** 8.9 8.916 **Dremio** 9.1 9.128 Product Direction (% positive) **Denodo** 9.1 9.126 **Dremio** 9.8 9.847 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 8.4 27 Data Management Data Integration Not enough data 8.6(won by default) 23 Data Compression Not enough data 8.6(won by default) 21 Data Quality Not enough data 8.3(won by default) 12 Built-In Data Analytics Not enough data 7.7(won by default) 20 Data Lake Analytics Not enough data 8.9(won by default) 23 In-Database Machine Learning Not enough data Feature Not Available 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 BI Tool Integration Not enough data 8.8(won by default) 21 Data lake Integration Not enough data 9.0(won by default) 22 AI/ ML Integration Not enough data Feature Not Available Deployment On-Premise Not enough data 8.7(won by default) 15 Cloud Not enough data 8.5(won by default) 19 Performance Scalability Not enough data 8.3(won by default) 21 Security Data Governance Not enough data 8.2(won by default) 20 Data Security Not enough data Feature Not Available Generative AI AI Text Generation Not enough data 6.9(won by default) 12 AI Text Summarization Not enough data Not enough data 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 Data as a Service (DaaS)[Hide 7 FeaturesShow 7 Features](javascript:void(0);) Not enough data 8.3 11 Data Management Data Migration Not enough data 8.6(won by default) 11 Managing Data Not enough data 8.8(won by default) 11 Secured Data Storage Not enough data Feature Not Available Data as a Service Self-Service Isights Not enough data 7.6(won by default) 11 DaaS Quality Not enough data 8.2(won by default) 11 Architecture Data Fabric Creation Not enough data 8.2(won by default) 11 DaaS Architecture Not enough data 8.6(won by default) 11 Big Data Processing and Distribution[Hide 10 FeaturesShow 10 Features](javascript:void(0);) Not enough data 8.7 24 Database Real-Time Data Collection Not enough data Feature Not Available Data Distribution Not enough data Feature Not Available Data Lake Not enough data Feature Not Available Integrations Hadoop Integration Not enough data 9.0(won by default) 18 Spark Integration Not enough data 8.1(won by default) 14 Platform Machine Scaling Not enough data 9.1(won by default) 20 Data Preparation Not enough data 8.7(won by default) 13 Spark Integration Not enough data 8.1(won by default) 14 Processing Cloud Processing Not enough data 9.2(won by default) 20 Workload Processing Not enough data 8.6(won by default) 13 Big Data Analytics[Hide 49 FeaturesShow 49 Features](javascript:void(0);) Not enough data 8.1 32 Data Transformation Data Querying Not enough data 9.2(won by default) 26 Real-Time Analytics Not enough data Feature Not Available 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) 22 Multi-Source Analysis Not enough data 8.9(won by default) 23 Data Lake Not enough data 9.0(won by default) 27 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 7.2(won by default) 25 Data Workflow Not enough data 7.1(won by default) 25 Governed Discovery Not enough data 7.8(won by default) 27 Embedded Analytics Not enough data 7.7(won by default) 21 Notebooks Not enough data 7.1(won by default) 22 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% [![Dremio](https://images.g2crowd.com/uploads/product/hd_favicon/c182ac68b3200b9132e437ac22ff3d7e/dremio.svg "Dremio")](https://www.g2.com/products/dremio/reviews) Dremio Small-Business(50 or fewer emp.) 12.3% Mid-Market(51-1000 emp.) 40.0% Enterprise(\> 1000 emp.) 47.7% Small-Business (50 or fewer emp.) 21.1% 12.3% Mid-Market (51-1000 emp.) 26.3% 40.0% Enterprise (\> 1000 emp.) 52.6% 47.7% 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% [![Dremio](https://images.g2crowd.com/uploads/product/hd_favicon/c182ac68b3200b9132e437ac22ff3d7e/dremio.svg "Dremio")](https://www.g2.com/products/dremio/reviews) Dremio Financial Services 24.6% Information Technology and Services 10.8% Computer Software 7.7% Automotive 4.6% Marketing and Advertising 4.6% Other 47.7% FAQs ## Denodo vs Dremio FAQs Generated using AI Last updated: August 14, 2026 ### What is the difference between Denodo vs Dremio? Dremio stands out for its higher G2 rating, broader integration capabilities, and stronger ease-of-use scores, while Denodo is recognized for its data virtualization and security features. | [Denodo](https://www.g2.com/products/denodo/reviews) | [Dremio](https://www.g2.com/products/dremio/reviews) | | --- | --- | | 4.3/5 (47 reviews) | 4.6/5 (71 reviews) | | — | — | | 8.2 | 8.5 | | 8.2 | 8.6 | | Data virtualization and security | Integration breadth and ease of use | ### How do the pricing models of Denodo and Dremio compare? Dremio is favored by reviewers for value, with a higher satisfaction score on price and cost-related dimensions. - **Denodo:** Reviewers note that Denodo can be expensive, especially for enterprise-grade deployments, and mention that it may not be suitable for smaller companies due to cost. - **Dremio:** Dremio is praised for its consumption-based pricing model, which aligns well with variable workloads and delivers measurable ROI, with reviewers highlighting significant cost savings on storage and compute. ### What are the best alternatives to Denodo and Dremio? The top three alternatives to Denodo and Dremio are Databricks, AWS Glue, and Snowflake. | Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength | | --- | --- | --- | --- | --- | | [Denodo](https://www.g2.com/products/denodo/reviews) | 4.3/5 (47 reviews) | — | Enterprise-grade software can be expensive | Data virtualization and security | | [Dremio](https://www.g2.com/products/dremio/reviews) | 4.6/5 (71 reviews) | — | Praised for cost savings and consumption-based pricing | Integration breadth and ease of use | | [Databricks](https://www.g2.com/products/databricks/reviews) | 4.6/5 (1366 reviews) | Enterprise | — | Unified analytics and scalability | | [AWS Glue](https://www.g2.com/products/aws-glue/reviews) | 4.3/5 (202 reviews) | Enterprise | — | Serverless data integration | | [Snowflake](https://www.g2.com/products/snowflake/reviews) | 4.6/5 (763 reviews) | Mid-Market | — | Cloud data warehousing | ### Which Data Fabric features should I prioritize when comparing Denodo and Dremio? Buyers should prioritize integration breadth, ease of use, data virtualization, performance, and security when comparing Denodo and Dremio. - **Integration breadth:** Dremio has 10 all-time mentions for integrations, while Denodo has 2. - **Ease of use:** Dremio scores 9.2, Denodo 8.7. - **Data virtualization:** Denodo is frequently cited for its data virtualization and unified data access; Dremio is also recognized for virtualization but with more focus on direct query and federation. - **Performance:** Dremio has 7 all-time mentions for performance, with reviewers highlighting query acceleration and speed. - **Security:** Denodo is cited for security features, including user, role, and data-level restrictions. ### What are the pros and cons of Denodo vs Dremio? Dremio's headline strength is integration breadth and performance, while Denodo is recognized for data virtualization and security. - **Denodo strengths:** Data virtualization (multiple recent reviews), security features (user, role, and data-level restrictions), unified data access, and a self-service data catalog. - **Denodo trade-offs:** Can be expensive (2 all-time mentions), performance dips at extreme big data scale, and a steep learning curve for complex scenarios. - **Dremio strengths:** Integration breadth (10 all-time mentions), ease of use (13 all-time mentions), performance (7 all-time mentions), direct query on multiple sources, and cost savings through open architecture. - **Dremio trade-offs:** Learning curve (4 all-time mentions), administrative overhead for advanced features, and inconsistent support quality (5 all-time mentions). ### Is Denodo or Dremio better for small businesses? Dremio is better suited for small businesses, with reviewers highlighting its ease of setup and value for organizations with variable workloads. - **Denodo:** Reviewers note that Denodo may not be suitable for smaller companies due to cost and complexity. - **Dremio:** Recent reviews describe Dremio as easy to implement, with a Community Edition available for prototyping and a pricing model that aligns with small business needs. ### Which Data Fabric platform has better integrations? Dremio is favored by reviewers for integrations, with a higher all-time mention count and broader integration support. - **Denodo:** Integrations are mentioned in 2 all-time reviews, with recent reviewers citing connectors to Power BI and Qlik Sense. - **Dremio:** Integrations are mentioned in 10 all-time reviews, with recent reviewers highlighting connections to PostgreSQL, Snowflake, S3, Power BI, Tableau, and AWS. ### How do Denodo and Dremio compare on customer support? Dremio scores higher on Quality of Support by 0.4 points (8.6 vs 8.2), a material difference in reviewer satisfaction. - **Denodo:** Reviewers describe support as generally responsive, with several citing good turnaround times and helpful documentation, though some note a steep learning curve and occasional delays. - **Dremio:** Reviewers highlight knowledgeable and responsive support, especially for the enterprise version, but also mention inconsistent experiences and slower response times in some cases. ### Which is easier to implement, Denodo or Dremio? Dremio scores higher on Ease of Setup by 0.3 points (8.5 vs 8.2), indicating a smoother implementation experience for most reviewers. - **Denodo:** Reviewers describe setup as straightforward for software engineers, with clear documentation, but note that complex scenarios and migrations can be effort-intensive. - **Dremio:** Reviewers consistently cite easy onboarding, rapid prototyping with the Community Edition, and quick productivity, though some mention a learning curve for advanced features. ### Which product has better Cloud? Dremio is favored for Cloud, with more frequent reviewer mentions and higher satisfaction scores for cloud-related features. - **Denodo:** Cloud integration is mentioned in 1 all-time review, with reviewers noting its ability to connect to AWS services and cloud data sources. - **Dremio:** Cloud is a recurring theme in recent reviews, with reviewers highlighting support for AWS and Azure, cloud-native architecture, and high satisfaction with cloud deployment and scalability. Alternatives **Denodo Alternatives** ![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) ![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks") [ Databricks ](/products/databricks/reviews) **Dremio Alternatives** ![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) ![Starburst](https://images.g2crowd.com/uploads/product/hd_favicon/8a61de83f13c495148f2f8166e49d8a1/starburst.svg "Starburst") [ Starburst ](/products/starburst/reviews) ## Denodo vs Dremio When assessing the two solutions, reviewers found Dremio easier to use, set up, and administer. Reviewers also preferred doing business with Dremio overall. - Reviewers felt that Dremio meets the needs of their business better than Denodo. - When comparing quality of ongoing product support, reviewers felt that Dremio is the preferred option. - For feature updates and roadmaps, our reviewers preferred the direction of Dremio over Denodo.