# Top 10 Denodo Alternatives & Competitors **Average Rating:** 4.3/5 **Total Number of Reviews:** 47 Explore the best alternatives to Denodo for users who need new software features or want to try different solutions. Data Fabric Software is a widely used technology, and many people are seeking easily administered, reliable software solutions with ai text summarization and ai text generation. Other important factors to consider when researching alternatives to Denodo include data sources and web services. The best overall Denodo alternative is Dremio. Other similar apps like Denodo are AWS Glue, CData Virtuality, Snowflake, and SAP HANA Cloud. Denodo alternatives can be found in [Data Fabric Software](https://www.g2.com/categories/data-fabric) but may also be in [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution) or [Relational Databases](https://www.g2.com/categories/relational-databases). ## Best Paid & Free Alternatives to Denodo - [Dremio](https://www.g2.com/products/dremio/reviews) - [AWS Glue](https://www.g2.com/products/aws-glue/reviews) - [CData Virtuality](https://www.g2.com/products/cdata-virtuality/reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) - [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) - [Cloudera](https://www.g2.com/products/cloudera/reviews) - [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) ## Top 10 Alternatives to Denodo Recently Reviewed By G2 Community Browse options below. Based on reviewer data, you can see how Denodo stacks up to the competition, check reviews from current & previous users in industries like Insurance, Financial Services, and Hospitality, and find the best product for your business. ### 1. [Dremio](https://www.g2.com/products/dremio/reviews) By Dremio **Average Rating:** 4.6/5 **Total Reviews:** 71 Dremio is a data analysis software. It is self-service data platform provided that users discover, accelerate and share data at any time. Reviewers say compared to Denodo, Dremio is: - Slower to reach roi - More usable - Better at support Categories in common with Denodo: [Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution), [Data Warehouse](https://www.g2.com/categories/data-warehouse), [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools) **Compare:** [Denodo vs Dremio](https://www.g2.com/compare/denodo-vs-dremio) **Compare Dremio with other alternatives:** - [Dremio vs AWS Glue](https://www.g2.com/compare/aws-glue-vs-dremio) - [Dremio vs CData Virtuality](https://www.g2.com/compare/cdata-virtuality-vs-dremio) - [Dremio vs Snowflake](https://www.g2.com/compare/dremio-vs-snowflake) - [Dremio vs SAP HANA Cloud](https://www.g2.com/compare/dremio-vs-sap-hana-cloud-2025-10-01) - [Dremio vs Databricks](https://www.g2.com/compare/databricks-vs-dremio) - [Dremio vs Microsoft Power BI](https://www.g2.com/compare/dremio-vs-microsoft-microsoft-power-bi) - [Dremio vs Alteryx](https://www.g2.com/compare/alteryx-vs-dremio) - [Dremio vs Cloudera](https://www.g2.com/compare/cloudera-vs-dremio) - [Dremio vs Microsoft SQL Server](https://www.g2.com/compare/dremio-vs-microsoft-sql-server) ### 2. [AWS Glue](https://www.g2.com/products/aws-glue/reviews) By Amazon Web Services (AWS) **Average Rating:** 4.3/5 **Total Reviews:** 202 AWS Glue is a fully managed extract, transform, and load (ETL) service designed to make it easy for customers to prepare and load their data for analytics. Reviewers say compared to Denodo, AWS Glue is: - Slower to reach roi - Easier to admin - Easier to set up Categories in common with Denodo: [Data Virtualization](https://www.g2.com/categories/data-virtualization), [Machine Learning Data Catalog](https://www.g2.com/categories/machine-learning-data-catalog), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms) **Compare:** [Denodo vs AWS Glue](https://www.g2.com/compare/aws-glue-vs-denodo) **Compare AWS Glue with other alternatives:** - [AWS Glue vs Dremio](https://www.g2.com/compare/aws-glue-vs-dremio) - [AWS Glue vs CData Virtuality](https://www.g2.com/compare/aws-glue-vs-cdata-virtuality) - [AWS Glue vs Snowflake](https://www.g2.com/compare/aws-glue-vs-snowflake) - [AWS Glue vs SAP HANA Cloud](https://www.g2.com/compare/aws-glue-vs-sap-hana-cloud-2025-10-01) - [AWS Glue vs Databricks](https://www.g2.com/compare/aws-glue-vs-databricks) - [AWS Glue vs Microsoft Power BI](https://www.g2.com/compare/aws-glue-vs-microsoft-microsoft-power-bi) - [AWS Glue vs Alteryx](https://www.g2.com/compare/aws-glue-vs-alteryx) - [AWS Glue vs Cloudera](https://www.g2.com/compare/aws-glue-vs-cloudera) - [AWS Glue vs Microsoft SQL Server](https://www.g2.com/compare/aws-glue-vs-microsoft-sql-server) ### 3. [CData Virtuality](https://www.g2.com/products/cdata-virtuality/reviews) By CData **Average Rating:** 4.7/5 **Total Reviews:** 20 CData Virtuality is a data integration solution that allows its users to instantly access and model data from any database and API with analysis tools. Reviewers say compared to Denodo, CData Virtuality is: - Slower to reach roi - Easier to admin - Better at support Categories in common with Denodo: [Data Virtualization](https://www.g2.com/categories/data-virtualization), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [Data Warehouse](https://www.g2.com/categories/data-warehouse) **Compare:** [Denodo vs CData Virtuality](https://www.g2.com/compare/cdata-virtuality-vs-denodo) **Compare CData Virtuality with other alternatives:** - [CData Virtuality vs Dremio](https://www.g2.com/compare/cdata-virtuality-vs-dremio) - [CData Virtuality vs AWS Glue](https://www.g2.com/compare/aws-glue-vs-cdata-virtuality) - [CData Virtuality vs Snowflake](https://www.g2.com/compare/cdata-virtuality-vs-snowflake) - [CData Virtuality vs SAP HANA Cloud](https://www.g2.com/compare/cdata-virtuality-vs-sap-hana-cloud-2025-10-01) - [CData Virtuality vs Databricks](https://www.g2.com/compare/cdata-virtuality-vs-databricks) - [CData Virtuality vs Microsoft Power BI](https://www.g2.com/compare/cdata-virtuality-vs-microsoft-microsoft-power-bi) - [CData Virtuality vs Alteryx](https://www.g2.com/compare/alteryx-vs-cdata-virtuality) - [CData Virtuality vs Cloudera](https://www.g2.com/compare/cdata-virtuality-vs-cloudera) - [CData Virtuality vs Microsoft SQL Server](https://www.g2.com/compare/cdata-virtuality-vs-microsoft-sql-server) ### 4. [Snowflake](https://www.g2.com/products/snowflake/reviews) By Snowflake, Inc. **Average Rating:** 4.5/5 **Total Reviews:** 763 Snowflake’s platform eliminates data silos and simplifies architectures, so organizations can get more value from their data. The platform is designed as a single, unified product with automations that reduce complexity and help ensure everything “just works”. To support a wide range of workloads, it’s optimized for performance at scale no matter whether someone’s working with SQL, Python, or other languages. And it’s globally connected so organizations can securely access the most relevant content across clouds and regions, with one consistent experience. Reviewers say compared to Denodo, Snowflake is: - Slower to reach roi - Easier to admin - Better at meeting requirements Categories in common with Denodo: [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution), [Data Warehouse](https://www.g2.com/categories/data-warehouse) **Compare:** [Denodo vs Snowflake](https://www.g2.com/compare/denodo-vs-snowflake) **Compare Snowflake with other alternatives:** - [Snowflake vs Dremio](https://www.g2.com/compare/dremio-vs-snowflake) - [Snowflake vs AWS Glue](https://www.g2.com/compare/aws-glue-vs-snowflake) - [Snowflake vs CData Virtuality](https://www.g2.com/compare/cdata-virtuality-vs-snowflake) - [Snowflake vs SAP HANA Cloud](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-snowflake) - [Snowflake vs Databricks](https://www.g2.com/compare/databricks-vs-snowflake) - [Snowflake vs Microsoft Power BI](https://www.g2.com/compare/microsoft-microsoft-power-bi-vs-snowflake) - [Snowflake vs Alteryx](https://www.g2.com/compare/alteryx-vs-snowflake) - [Snowflake vs Cloudera](https://www.g2.com/compare/cloudera-vs-snowflake) - [Snowflake vs Microsoft SQL Server](https://www.g2.com/compare/microsoft-sql-server-vs-snowflake) ### 5. [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) By SAP **Average Rating:** 4.3/5 **Total Reviews:** 620 SAP HANA Cloud is the cloud-native data foundation of SAP Business Technology Platform, it stores, processes and analyzes data in real time at petabyte scale and converges multiple data types in a single system while managing it more efficiently with integrated multitier storage. Reviewers say compared to Denodo, SAP HANA Cloud is: - Slower to reach roi - More expensive - Easier to admin Categories in common with Denodo: [Data Virtualization](https://www.g2.com/categories/data-virtualization) **Compare:** [Denodo vs SAP HANA Cloud](https://www.g2.com/compare/denodo-vs-sap-hana-cloud-2025-10-01) **Compare SAP HANA Cloud with other alternatives:** - [SAP HANA Cloud vs Dremio](https://www.g2.com/compare/dremio-vs-sap-hana-cloud-2025-10-01) - [SAP HANA Cloud vs AWS Glue](https://www.g2.com/compare/aws-glue-vs-sap-hana-cloud-2025-10-01) - [SAP HANA Cloud vs CData Virtuality](https://www.g2.com/compare/cdata-virtuality-vs-sap-hana-cloud-2025-10-01) - [SAP HANA Cloud vs Snowflake](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-snowflake) - [SAP HANA Cloud vs Databricks](https://www.g2.com/compare/databricks-vs-sap-hana-cloud-2025-10-01) - [SAP HANA Cloud vs Microsoft Power BI](https://www.g2.com/compare/microsoft-microsoft-power-bi-vs-sap-hana-cloud-2025-10-01) - [SAP HANA Cloud vs Alteryx](https://www.g2.com/compare/alteryx-vs-sap-hana-cloud-2025-10-01) - [SAP HANA Cloud vs Cloudera](https://www.g2.com/compare/cloudera-vs-sap-hana-cloud-2025-10-01) - [SAP HANA Cloud vs Microsoft SQL Server](https://www.g2.com/compare/microsoft-sql-server-vs-sap-hana-cloud-2025-10-01) ### 6. [Databricks](https://www.g2.com/products/databricks/reviews) By Databricks Inc. **Average Rating:** 4.6/5 **Total Reviews:** 1,357 Making big data simple Reviewers say compared to Denodo, Databricks is: - Slower to reach roi - Easier to admin - Better at meeting requirements Categories in common with Denodo: [Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution), [Data Warehouse](https://www.g2.com/categories/data-warehouse) **Compare:** [Denodo vs Databricks](https://www.g2.com/compare/databricks-vs-denodo) **Compare Databricks with other alternatives:** - [Databricks vs Dremio](https://www.g2.com/compare/databricks-vs-dremio) - [Databricks vs AWS Glue](https://www.g2.com/compare/aws-glue-vs-databricks) - [Databricks vs CData Virtuality](https://www.g2.com/compare/cdata-virtuality-vs-databricks) - [Databricks vs Snowflake](https://www.g2.com/compare/databricks-vs-snowflake) - [Databricks vs SAP HANA Cloud](https://www.g2.com/compare/databricks-vs-sap-hana-cloud-2025-10-01) - [Databricks vs Microsoft Power BI](https://www.g2.com/compare/databricks-vs-microsoft-microsoft-power-bi) - [Databricks vs Alteryx](https://www.g2.com/compare/alteryx-vs-databricks) - [Databricks vs Cloudera](https://www.g2.com/compare/cloudera-vs-databricks) - [Databricks vs Microsoft SQL Server](https://www.g2.com/compare/databricks-vs-microsoft-sql-server) ### 7. [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) By Microsoft **Average Rating:** 4.5/5 **Total Reviews:** 1,654 Power BI Desktop is part of the Power BI product suite. Use Power BI Desktop to create and distribute BI content. To monitor key data and share dashboards and reports, use the Power BI web service. To view and interact with your data on any mobile device, get the Power BI Mobile app on the AppStore, Google Play or the Microsoft Store. To embed stunning, fully interactive reports and visuals into your applications use Power BI Embedded Reviewers say compared to Denodo, Microsoft Power BI is: - Slower to reach roi - Easier to admin - Easier to set up Categories in common with Denodo: [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools) **Compare:** [Denodo vs Microsoft Power BI](https://www.g2.com/compare/denodo-vs-microsoft-microsoft-power-bi) **Compare Microsoft Power BI with other alternatives:** - [Microsoft Power BI vs Dremio](https://www.g2.com/compare/dremio-vs-microsoft-microsoft-power-bi) - [Microsoft Power BI vs AWS Glue](https://www.g2.com/compare/aws-glue-vs-microsoft-microsoft-power-bi) - [Microsoft Power BI vs CData Virtuality](https://www.g2.com/compare/cdata-virtuality-vs-microsoft-microsoft-power-bi) - [Microsoft Power BI vs Snowflake](https://www.g2.com/compare/microsoft-microsoft-power-bi-vs-snowflake) - [Microsoft Power BI vs SAP HANA Cloud](https://www.g2.com/compare/microsoft-microsoft-power-bi-vs-sap-hana-cloud-2025-10-01) - [Microsoft Power BI vs Databricks](https://www.g2.com/compare/databricks-vs-microsoft-microsoft-power-bi) - [Microsoft Power BI vs Alteryx](https://www.g2.com/compare/alteryx-vs-microsoft-microsoft-power-bi) - [Microsoft Power BI vs Cloudera](https://www.g2.com/compare/cloudera-vs-microsoft-microsoft-power-bi) - [Microsoft Power BI vs Microsoft SQL Server](https://www.g2.com/compare/microsoft-microsoft-power-bi-vs-microsoft-sql-server) ### 8. [Alteryx](https://www.g2.com/products/alteryx/reviews) By Alteryx **Average Rating:** 4.6/5 **Total Reviews:** 890 Alteryx drives transformational business outcomes through unified analytics, data science, and process automation. Reviewers say compared to Denodo, Alteryx is: - Slower to reach roi - Easier to admin - Better at meeting requirements Categories in common with Denodo: [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms) **Compare:** [Denodo vs Alteryx](https://www.g2.com/compare/alteryx-vs-denodo) **Compare Alteryx with other alternatives:** - [Alteryx vs Dremio](https://www.g2.com/compare/alteryx-vs-dremio) - [Alteryx vs AWS Glue](https://www.g2.com/compare/aws-glue-vs-alteryx) - [Alteryx vs CData Virtuality](https://www.g2.com/compare/alteryx-vs-cdata-virtuality) - [Alteryx vs Snowflake](https://www.g2.com/compare/alteryx-vs-snowflake) - [Alteryx vs SAP HANA Cloud](https://www.g2.com/compare/alteryx-vs-sap-hana-cloud-2025-10-01) - [Alteryx vs Databricks](https://www.g2.com/compare/alteryx-vs-databricks) - [Alteryx vs Microsoft Power BI](https://www.g2.com/compare/alteryx-vs-microsoft-microsoft-power-bi) - [Alteryx vs Cloudera](https://www.g2.com/compare/alteryx-vs-cloudera) - [Alteryx vs Microsoft SQL Server](https://www.g2.com/compare/alteryx-vs-microsoft-sql-server) ### 9. [Cloudera](https://www.g2.com/products/cloudera/reviews) By Cloudera **Average Rating:** 4.1/5 **Total Reviews:** 136 Cloudera Enterprise Core provides a single Hadoop storage and management platform that natively combines storage, processing and exploration for the enterprise. Reviewers say compared to Denodo, Cloudera is: - Slower to reach roi - Easier to admin - Better at meeting requirements Categories in common with Denodo: [Data Fabric](https://www.g2.com/categories/data-fabric), [Machine Learning Data Catalog](https://www.g2.com/categories/machine-learning-data-catalog), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution), [Data Warehouse](https://www.g2.com/categories/data-warehouse) **Compare:** [Denodo vs Cloudera](https://www.g2.com/compare/cloudera-vs-denodo) **Compare Cloudera with other alternatives:** - [Cloudera vs Dremio](https://www.g2.com/compare/cloudera-vs-dremio) - [Cloudera vs AWS Glue](https://www.g2.com/compare/aws-glue-vs-cloudera) - [Cloudera vs CData Virtuality](https://www.g2.com/compare/cdata-virtuality-vs-cloudera) - [Cloudera vs Snowflake](https://www.g2.com/compare/cloudera-vs-snowflake) - [Cloudera vs SAP HANA Cloud](https://www.g2.com/compare/cloudera-vs-sap-hana-cloud-2025-10-01) - [Cloudera vs Databricks](https://www.g2.com/compare/cloudera-vs-databricks) - [Cloudera vs Microsoft Power BI](https://www.g2.com/compare/cloudera-vs-microsoft-microsoft-power-bi) - [Cloudera vs Alteryx](https://www.g2.com/compare/alteryx-vs-cloudera) - [Cloudera vs Microsoft SQL Server](https://www.g2.com/compare/cloudera-vs-microsoft-sql-server) ### 10. [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) By Microsoft **Average Rating:** 4.4/5 **Total Reviews:** 2,285 SQL Server 2017 brings the power of SQL Server to Windows, Linux and Docker containers for the first time ever, enabling developers to build intelligent applications using their preferred language and environment. Experience industry-leading performance, rest assured with innovative security features, transform your business with AI built-in, and deliver insights wherever your users are with mobile BI. Reviewers say compared to Denodo, Microsoft SQL Server is: - Slower to reach roi - Easier to admin - Better at meeting requirements Categories in common with Denodo: [Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution) **Compare:** [Denodo vs Microsoft SQL Server](https://www.g2.com/compare/denodo-vs-microsoft-sql-server) **Compare Microsoft SQL Server with other alternatives:** - [Microsoft SQL Server vs Dremio](https://www.g2.com/compare/dremio-vs-microsoft-sql-server) - [Microsoft SQL Server vs AWS Glue](https://www.g2.com/compare/aws-glue-vs-microsoft-sql-server) - [Microsoft SQL Server vs CData Virtuality](https://www.g2.com/compare/cdata-virtuality-vs-microsoft-sql-server) - [Microsoft SQL Server vs Snowflake](https://www.g2.com/compare/microsoft-sql-server-vs-snowflake) - [Microsoft SQL Server vs SAP HANA Cloud](https://www.g2.com/compare/microsoft-sql-server-vs-sap-hana-cloud-2025-10-01) - [Microsoft SQL Server vs Databricks](https://www.g2.com/compare/databricks-vs-microsoft-sql-server) - [Microsoft SQL Server vs Microsoft Power BI](https://www.g2.com/compare/microsoft-microsoft-power-bi-vs-microsoft-sql-server) - [Microsoft SQL Server vs Alteryx](https://www.g2.com/compare/alteryx-vs-microsoft-sql-server) - [Microsoft SQL Server vs Cloudera](https://www.g2.com/compare/cloudera-vs-microsoft-sql-server) --- ## Denodo Alternatives FAQs ### How does Denodo compare to Dremio? According to G2 data, [Denodo](https://www.g2.com/products/denodo/reviews) holds an average rating of 4.3/5 from 47 reviews, while [Dremio](https://www.g2.com/products/dremio/reviews) has a higher average rating of 4.6/5 based on 70 reviews. Dremio leads Denodo by 0.3 points in overall user satisfaction. In dimension scores, Dremio outperforms Denodo by 0.3 points in Meeting Requirements (8.7 vs 8.4), 0.5 points in Usability (9.2 vs 8.7), 0.2 points in Setup Ease (8.4 vs 8.2), 0.3 points in Ease of Admin (7.8 vs 7.5), 0.3 points in Support (8.5 vs 8.2), and 0.2 points in Ease of Doing Business With (9.1 vs 8.9). User reviews highlight Denodo's strengths in data virtualization, secure data access with role-based restrictions, and extensive connectors that simplify integration and unify data sources. Denodo is praised for its logical data layer abstraction and self-service data catalog, which enhance data governance and user experience. Dremio users emphasize its ease of use, fast SQL query engine, and strong cloud integration with platforms like AWS and Azure. Its reflections feature accelerates query performance, and it supports a wide range of data sources including relational, NoSQL, and cloud storage. Dremio is noted for scalability, security, and flexible deployment options. ### What are the best alternatives to Denodo? The best alternatives to Denodo include [Dremio](https://www.g2.com/products/dremio/reviews) (4.6/5 with 70 reviews), [AWS Glue](https://www.g2.com/products/aws-glue/reviews) (4.3/5 with 202 reviews), [CData Virtuality](https://www.g2.com/products/cdata-virtuality/reviews) (4.7/5 with 20 reviews), [Snowflake](https://www.g2.com/products/snowflake/reviews) (4.5/5 with 755 reviews), [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) (4.3/5 with 621 reviews), [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) (4.5/5 with 1634 reviews), [Databricks](https://www.g2.com/products/databricks/reviews) (4.6/5 with 803 reviews), [Alteryx](https://www.g2.com/products/alteryx/reviews) (4.6/5 with 816 reviews), [Cloudera Data Platform](https://www.g2.com/products/cloudera-cloudera-data-platform/reviews) (4.1/5 with 136 reviews), and [MS SQL](https://www.g2.com/products/microsoft-sql-server/reviews) (4.4/5 with 2283 reviews). These alternatives offer a range of capabilities from data lakehouse platforms, serverless ETL, data integration, cloud-native data warehousing, to advanced analytics and BI visualization. ### What features do alternatives offer that Denodo does not? Denodo lacks native in-memory caching and clustering support, which some alternatives provide. It also does not support external databases for metadata storage and has limited monitoring log capabilities. Additionally, Denodo is not designed to replace heavy ETL tools and has limited advanced data governance and MDM capabilities compared to some alternatives. ### Which Data Fabric tools do reviewers recommend instead of Denodo? Reviewers recommend [Dremio](https://www.g2.com/products/dremio/reviews) for its ease of use, fast query performance, broad data source connectivity, and strong integration with BI tools like Power BI and Tableau. [AWS Glue](https://www.g2.com/products/aws-glue/reviews) is favored for its serverless ETL capabilities, automatic schema discovery, and tight integration within the AWS ecosystem. [Snowflake](https://www.g2.com/products/snowflake/reviews) is praised for its scalable, fully managed cloud data warehouse with separation of compute and storage, secure data sharing, and AI integration. [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) is recommended for real-time in-memory processing and seamless SAP ecosystem integration. [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) is highlighted for its intuitive data visualization, integration with Microsoft tools, and strong self-service analytics. [Databricks](https://www.g2.com/products/databricks/reviews) is valued for unifying data engineering, analytics, and machine learning in one platform with collaborative notebooks and managed Spark clusters. [Alteryx](https://www.g2.com/products/alteryx/reviews) is noted for its drag-and-drop workflow automation and ease of use for data preparation without coding. [Cloudera Data Platform](https://www.g2.com/products/cloudera-cloudera-data-platform/reviews) is recognized for its comprehensive big data ecosystem, scalability, and enterprise-grade security. [MS SQL](https://www.g2.com/products/microsoft-sql-server/reviews) is appreciated for its reliability, performance, and integration with Microsoft environments. These tools are recommended based on their strengths in administration ease, support, meeting requirements, usability, and setup compared to Denodo. ### Why do users choose Dremio over Denodo? Users choose [Dremio](https://www.g2.com/products/dremio/reviews) over Denodo primarily for its superior usability and performance. Dremio scores 9.2 in Usability compared to Denodo's 8.7, reflecting its intuitive interface and ease of use noted in 4 user reviews. Its SQL query engine delivers sub-second response times on large datasets, supported by the reflections feature that intelligently caches query results to accelerate performance, praised in multiple reviews. Dremio's cloud-native architecture and seamless integration with AWS, Azure, and data visualization tools like Power BI and Tableau make it attractive for scalable, flexible deployments. Additionally, Dremio's setup and administration are rated higher (8.4 and 7.8 respectively) than Denodo's (8.2 and 7.5), with users reporting faster onboarding and simpler cluster management. Its pricing is considered more accessible, with two reviews highlighting cost advantages compared to other platforms. The platform's strong security features and support for diverse data sources further contribute to its preference among users seeking efficient big data management. While Dremio has a learning curve for advanced configurations and some documentation gaps, users value its speed, flexibility, and integration capabilities, which outweigh these challenges and drive their choice over Denodo according to G2 data. ## Explore Articles - [Top tools for visualizing big data](https://www.g2.com/discussions/what-are-the-top-tools-for-visualizing-big-data) - [Best platform for secure file transfers in corporate offices](https://www.g2.com/discussions/best-platform-for-secure-file-transfers-in-corporate-offices) - [Which notification infrastructure platforms prevent message loss during failover events and high-traffic periods?](https://www.g2.com/discussions/which-notification-infrastructure-platforms-prevent-message-loss-during-failover-events-and-high-traffic-periods) - [Top scheduling solutions for field service teams](https://www.g2.com/discussions/top-scheduling-solutions-for-field-service-teams) - [User-friendly workforce app for companies](https://www.g2.com/discussions/user-friendly-workforce-app-for-companies) - [Best CRM Software](https://www.g2.com/discussions/what-s-the-best-crm-software-on-the-market) ## Spotlight Categories - [Voice Recognition Software](https://www.g2.com/categories/voice-recognition) - [Performance Management Software](https://www.g2.com/categories/performance-management) - [Integration Platform as a Service (iPaaS) Solutions](https://www.g2.com/categories/ipaas)