Link copied to clipboard # Azure Databricks vs Dremio Comparison - What are their main differences? Share [ Export ](/compare/azure-databricks/dremio/export.csv) Azure DatabricksDremio[+ Add Product](#) Pricing **Azure Databricks** No pricing available **Dremio** Free Trial No pricing available **Pricing Insights** from reviews Perceived Cost **Azure Databricks** $$$$$ **Dremio** $$$$$ Average Discount **Azure Databricks** Not enough reviews yet **Dremio** Not enough reviews yet Uncover valuable pricing insights from real user feedback to improve your shopping experience. See it for free Time to Implement **Azure Databricks** 6 months Based on 100 responses **Dremio** 6 months Based on 100 responses Return on Investment **Azure Databricks** 6 months Based on 100 responses **Dremio** 6 months Based on 100 responses **Pros & Cons** from reviews **Azure Databricks** Ease of Use (9) Features (8) Complexity (3) Difficult Setup (3) **Dremio** Ease of Use (13) Integrations (10) Difficulty (5) Poor Customer Support (5) Integrations **Azure Databricks** [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_f176b4154a751d10150daa67a57b7dc5/azure-data-factory.jpg "Product Avatar Image") Azure Data Factory ](https://www.g2.com/products/azure-data-factory/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_f176b4154a751d10150daa67a57b7dc5/azure-data-lake-store.jpg "Product Avatar Image") Azure Data Lake Store ](https://www.g2.com/products/azure-data-lake-store/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_756e21e5ff45db664431b3ea10f16115/azure-synapse-analytics.jpg "Product Avatar Image") Azure Synapse Analytics ](https://www.g2.com/products/azure-synapse-analytics/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_2b00e05c107c3273cea5264090c3c1d0/snowflake.jpg "Product Avatar Image") Snowflake ](https://www.g2.com/products/snowflake/reviews)[ View all ](https://www.g2.com/products/azure-databricks/integrations) **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 **Azure Databricks** 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** from reviews Meets Requirements **Azure Databricks** **8.9** /10 Based on 171 responses **Dremio** **8.7** /10 Based on 54 responses Ease of Use **Azure Databricks** **8.7** /10 Based on 174 responses **Dremio** **9.2** /10 Based on 55 responses Ease of Setup **Azure Databricks** **8.7** /10 Based on 87 responses **Dremio** **8.5** /10 Based on 49 responses Ease of Admin **Azure Databricks** **8.4** /10 Based on 62 responses **Dremio** **7.8** /10 Based on 29 responses Quality of Support **Azure Databricks** **8.5** /10 Based on 157 responses **Dremio** **8.6** /10 Based on 51 responses Has the product been a good partner in doing business? **Azure Databricks** **8.8** /10 Based on 61 responses **Dremio** **9.1** /10 Based on 28 responses Product Direction (% positive) **Azure Databricks** **9.5** /10 Based on 163 responses **Dremio** **9.8** /10 Based on 47 responses **Features** ratings from reviews Big Data Analytics **8.8** /10 Based on 172 responses **8.1** /10 Based on 32 responses Data Warehouse Not enough data **8.4** /10 Based on 27 responses Data as a Service (DaaS) Not enough data **8.3** /10 Based on 11 responses Uncover more feature rated insights from real users to improve your shopping experience. See it for free Big Data Processing and Distribution Not enough data **8.7** /10 Based on 24 responses User Insights **Reviewers' Company Size** Small-Business(50 or fewer emp.) 23.8% Mid-Market(51-1000 emp.) 28.0% Enterprise(\> 1000 emp.) 48.1% Small-Business(50 or fewer emp.) 23.8% Mid-Market(51-1000 emp.) 28.0% Enterprise(\> 1000 emp.) 48.1% 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.) 12.3% Mid-Market(51-1000 emp.) 40.0% Enterprise(\> 1000 emp.) 47.7% **Reviewers' Industry** [![Azure Databricks](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_13aba37ae908d9cf29a2452925257ccc/azure-databricks.jpeg "Azure Databricks")](https://www.g2.com/products/azure-databricks/reviews) Azure Databricks Information Technology and Services 23.0% Computer Software 11.7% Retail 4.7% Financial Services 4.7% Automotive 3.8% Other 52.1% [![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% Alternatives **Azure Databricks Alternatives** ![Alteryx](https://images.g2crowd.com/uploads/product/hd_favicon/5200f776b24b5976b8f7d151d1d2e8fd/alteryx.svg "Alteryx") [ Alteryx ](/products/alteryx/reviews) ![Snowflake](https://images.g2crowd.com/uploads/product/hd_favicon/1544409170/snowflake.svg "Snowflake") [ Snowflake ](/products/snowflake/reviews) ![Splunk Enterprise](https://images.g2crowd.com/uploads/product/hd_favicon/b92838221b8df42dd6b5bb09c9f8ff55/splunk-enterprise.svg "Splunk Enterprise") [ Splunk Enterprise ](/products/splunk-enterprise/reviews) ![Dataiku](https://images.g2crowd.com/uploads/product/hd_favicon/3fe6cc82516a2babaa3dfd8f9dfcc4b3/dataiku.svg "Dataiku") [ Dataiku ](/products/dataiku/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) ## Azure Databricks vs Dremio FAQs Generated using AI Last updated: August 15, 2026 ### What is the difference between Dremio vs Azure Databricks? Dremio stands out for its ease of use and direct data querying, while Azure Databricks is favored for its advanced analytics and Spark integration. | [Dremio](https://www.g2.com/products/dremio/reviews) | [Azure Databricks](https://www.g2.com/products/azure-databricks/reviews) | | --- | --- | | 4.6/5 (71 reviews) | 4.5/5 (239 reviews) | | Enterprise | Enterprise | | 8.5 | 8.7 | | 8.6 | 8.5 | | Ease of Use (13 all-time mentions) | Features (8 all-time mentions) | ### How do the pricing models of Dremio and Azure Databricks compare? Dremio is rated higher for value, with reviewers expressing greater satisfaction with its pricing compared to Azure Databricks. - **Dremio:** Reviewers highlight Dremio's consumption-based pricing as aligning well with variable workloads and delivering measurable ROI, with multiple mentions of cost savings up to 60% on storage and 40% on compute. - **Azure Databricks:** Reviewers frequently cite high and unpredictable costs, with concerns about billing shocks from auto-scaling clusters and the need for strict governance to avoid overspending. - **Switching Reason:** Several reviewers note moving to Dremio to reduce cloud data warehouse storage costs and avoid vendor lock-in. ### What are the best alternatives to Dremio and Azure Databricks? The top three alternatives to Dremio and Azure Databricks are Alteryx, Databricks, and Snowflake. | Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength | | --- | --- | --- | --- | --- | | [Dremio](https://www.g2.com/products/dremio/reviews) | 4.6/5 (71 reviews) | Enterprise | Reviewers highlight strong value and measurable ROI | Ease of Use (13 all-time mentions) | | [Azure Databricks](https://www.g2.com/products/azure-databricks/reviews) | 4.5/5 (239 reviews) | Enterprise | Reviewers cite high and unpredictable costs | Features (8 all-time mentions) | | [Alteryx](https://www.g2.com/products/alteryx/reviews) | 4.6/5 (894 reviews) | Enterprise | — | — | | [Databricks](https://www.g2.com/products/databricks/reviews) | 4.6/5 (1366 reviews) | Enterprise | — | — | | [Snowflake](https://www.g2.com/products/snowflake/reviews) | 4.5/5 (763 reviews) | Mid-Market | — | — | ### Which Big Data Processing and Distribution features should I prioritize when comparing Dremio and Azure Databricks? Buyers should prioritize integrations, analytics capabilities, performance, ease of use, and cloud support when comparing Dremio and Azure Databricks. - **Integrations:** Dremio (10 all-time mentions), Azure Databricks (6 all-time mentions) - **Analytics Capabilities:** Azure Databricks offers Real-Time Analytics and Spark Integration, both frequently cited in reviews - **Performance:** Dremio (7 all-time mentions), Azure Databricks (5 all-time mentions) - **Ease of Use:** Dremio (13 all-time mentions), Azure Databricks (9 all-time mentions) - **Cloud Support:** Both products are frequently cited for cloud capabilities, with Azure Databricks noted for serverless architecture and Dremio for multi-cloud support ### What are the pros and cons of Dremio vs Azure Databricks? Dremio's headline strength is ease of use and direct data querying, while Azure Databricks excels in advanced analytics and Spark-based processing. - **Dremio strengths:** Ease of Use (13 all-time mentions), Integrations (10), Performance (7), SQL Support (7), Data Management (6), Large Datasets (6), Setup Ease (6), Speed (6) - **Dremio trade-offs:** Difficulty (5), Poor Customer Support (5), Learning Curve (4) - **Azure Databricks strengths:** Features (8 all-time mentions), Ease of Use (9), Integrations (6), Speed (5), Analytics (4), Scaling (4) - **Azure Databricks trade-offs:** Complexity (3), Difficult Setup (3), Learning Curve (3), Slow Performance (3), Unclear Pricing (3), Workflow Issues (3) ### Is Dremio or Azure Databricks better for small businesses? Neither Dremio nor Azure Databricks is primarily focused on small businesses, as both have Enterprise as their largest reviewer segment, but Dremio reviewers more frequently mention ease of use and setup for smaller teams. - **Dremio:** Enterprise segment; reviewers note that while Dremio is more expensive for smaller organizations, its ease of use and rapid onboarding are valued by small teams, though administrative complexity can be a challenge. - **Azure Databricks:** Enterprise segment; reviewers highlight a steep learning curve and complex setup, with cost management concerns for smaller businesses. ### Which Big Data Processing and Distribution platform has better integrations? Dremio is favored for integrations, with more reviewer-cited integration mentions than Azure Databricks. - **Dremio:** Integrations cited in 10 all-time reviews, including Power BI, Tableau, PostgreSQL, Snowflake, and S3. - **Azure Databricks:** Integrations cited in 6 all-time reviews, with Snowflake as a frequently mentioned integration. ### How do Dremio and Azure Databricks compare on customer support? Dremio and Azure Databricks are rated at parity on Quality of Support, with scores of 8.6 and 8.5 respectively, which is below the materiality threshold for a meaningful difference. - **Dremio:** Reviewers describe support as generally responsive and knowledgeable, though some note inconsistent experiences and slower response times during complex issues. - **Azure Databricks:** Reviewers report helpful support and sufficient documentation, but also mention occasional slow response times and the need for escalation on complex tickets. ### Which is easier to implement, Dremio or Azure Databricks? Dremio and Azure Databricks score within 0.2 points on Ease of Setup (8.5 vs 8.7), indicating near parity in implementation experience. - **Dremio:** Reviewers highlight straightforward onboarding, rapid setup, and productive use within weeks, though some mention a steep learning curve for advanced features and administrative overhead for small teams. - **Azure Databricks:** Reviewers describe easy initial setup, especially for those familiar with Azure, but note that cluster configuration and environment setup can be complex and time-consuming for new users. ### Which product has better Cloud? Cloud is the most frequently mentioned feature across both Dremio and Azure Databricks reviews, with both products receiving strong reviewer support for their cloud capabilities. - **Dremio:** Reviewers frequently cite multi-cloud support, direct querying on AWS and Azure, and cloud-native architecture; cloud capabilities are a recurring theme in recent reviews. - **Azure Databricks:** Reviewers highlight serverless architecture, tight integration with Azure cloud services, and cloud scalability; cloud integration is cited in 2 all-time reviews. ## Azure Databricks vs Dremio When assessing the two solutions, reviewers found Dremio easier to use and do business with overall. However, reviewers preferred the ease of set up with Azure Databricks, along with administration. - Reviewers felt that Azure Databricks meets the needs of their business better than Dremio. - 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 Azure Databricks.