--- title: Azure Databricks Reviews meta\_title: 'Azure Databricks Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 239 reviews by the users' company size, role or industry to find out how Azure Databricks works for a business like yours. aggregate\_rating: rating\_value: 4.5 review\_count: 239 scale: '5' date\_modified: '2026-08-11' parent\_category: name: Big Data url: https://www.g2.com/categories/big-data --- ### Azure Databricks Pros and Cons: Top 5 Advantages and Disadvantages #### Quick AI Summary Based on G2 Reviews Generated from real user reviews Users find Azure Databricks to be **very easy to use and implement** , enhancing their development experience significantly. [(9 mentions)](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=1042715&qs=pros-and-cons#reviews) Users value the **rich feature set** of Azure Databricks, highlighting its excellent integration and support for multiple languages. [(8 mentions)](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=1042693&qs=pros-and-cons#reviews) Users value the **seamless integrations** of Azure Databricks with Azure services, enhancing efficiency and simplifying workflows. [(6 mentions)](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=1043321&qs=pros-and-cons#reviews) Users benefit from the **impressive speed** of Azure Databricks for large-scale data processing and implementation. [(5 mentions)](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=1043292&qs=pros-and-cons#reviews) Users value the **efficiency of analytics** in Azure Databricks, enabling streamlined data processing and insights generation. [(4 mentions)](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=1043157&qs=pros-and-cons#reviews) Users find Azure Databricks' **complexity** challenging, particularly during initial setup and cluster management. [(3 mentions)](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=2304252&qs=pros-and-cons#reviews) Users find the **difficult setup** of Azure Databricks challenging, making initial configuration a complex process. [(3 mentions)](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=2304372&qs=pros-and-cons#reviews) Users experience a **steep learning curve** with Azure Databricks, finding it challenging while adapting to its complexity. [(3 mentions)](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=1043126&qs=pros-and-cons#reviews) Users experience **slow performance** with Azure Databricks, particularly during cluster startup and parallel processing tasks. [(3 mentions)](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=2265547&qs=pros-and-cons#reviews) Users often find **unclear pricing** for Azure Databricks, as costs can escalate quickly without proper monitoring. [(3 mentions)](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=1043605&qs=pros-and-cons#reviews) ### 5 Pros or Advantages of Azure Databricks ##### 1. Ease of Use Users find Azure Databricks to be **very easy to use and implement** , enhancing their development experience significantly. [ See 9 mentions ](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=1042715&qs=pros-and-cons#reviews) See Related User Reviews SA Suraj A. Mid-Market (51-1000 emp.) 5.0/5 "Azure Databricks: Unified, Scalable Data Platform That Boosts Productivity" What do you like about Azure Databricks? What I like best about Azure Databricks is how it simplifies large-scale data processing while still giving flexibility to engineers. From my experien ![Akshat G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Akshat G.") AG Akshat G. Small-Business (50 or fewer emp.) 4.5/5 "Effortless Data Processing and Seamless Azure Integration" What do you like about Azure Databricks? The platform manages large-scale data processing with impressive smoothness, and its interface becomes quite user-friendly after a short learning curv ##### 2. Features Users value the **rich feature set** of Azure Databricks, highlighting its excellent integration and support for multiple languages. [ See 8 mentions ](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=1042693&qs=pros-and-cons#reviews) See Related User Reviews SA Suraj A. Mid-Market (51-1000 emp.) 5.0/5 "Azure Databricks: Unified, Scalable Data Platform That Boosts Productivity" What do you like about Azure Databricks? What I like best about Azure Databricks is how it simplifies large-scale data processing while still giving flexibility to engineers. From my experien ![Akshat G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Akshat G.") AG Akshat G. Small-Business (50 or fewer emp.) 4.5/5 "Effortless Data Processing and Seamless Azure Integration" What do you like about Azure Databricks? The platform manages large-scale data processing with impressive smoothness, and its interface becomes quite user-friendly after a short learning curv ##### 3. Integrations Users value the **seamless integrations** of Azure Databricks with Azure services, enhancing efficiency and simplifying workflows. [ See 6 mentions ](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=1043321&qs=pros-and-cons#reviews) See Related User Reviews SA Suraj A. Mid-Market (51-1000 emp.) 5.0/5 "Azure Databricks: Unified, Scalable Data Platform That Boosts Productivity" What do you like about Azure Databricks? What I like best about Azure Databricks is how it simplifies large-scale data processing while still giving flexibility to engineers. From my experien ![Akshat G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Akshat G.") AG Akshat G. Small-Business (50 or fewer emp.) 4.5/5 "Effortless Data Processing and Seamless Azure Integration" What do you like about Azure Databricks? The platform manages large-scale data processing with impressive smoothness, and its interface becomes quite user-friendly after a short learning curv ##### 4. Speed Users benefit from the **impressive speed** of Azure Databricks for large-scale data processing and implementation. [ See 5 mentions ](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=1043292&qs=pros-and-cons#reviews) See Related User Reviews SA Suraj A. Mid-Market (51-1000 emp.) 5.0/5 "Azure Databricks: Unified, Scalable Data Platform That Boosts Productivity" What do you like about Azure Databricks? What I like best about Azure Databricks is how it simplifies large-scale data processing while still giving flexibility to engineers. From my experien ![Akshat G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Akshat G.") AG Akshat G. Small-Business (50 or fewer emp.) 4.5/5 "Effortless Data Processing and Seamless Azure Integration" What do you like about Azure Databricks? The platform manages large-scale data processing with impressive smoothness, and its interface becomes quite user-friendly after a short learning curv ##### 5. Analytics Users value the **efficiency of analytics** in Azure Databricks, enabling streamlined data processing and insights generation. [ See 4 mentions ](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=1043157&qs=pros-and-cons#reviews) See Related User Reviews SA Suraj A. Mid-Market (51-1000 emp.) 5.0/5 "Azure Databricks: Unified, Scalable Data Platform That Boosts Productivity" What do you like about Azure Databricks? What I like best about Azure Databricks is how it simplifies large-scale data processing while still giving flexibility to engineers. From my experien ![Akshat G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Akshat G.") AG Akshat G. Small-Business (50 or fewer emp.) 4.5/5 "Effortless Data Processing and Seamless Azure Integration" What do you like about Azure Databricks? The platform manages large-scale data processing with impressive smoothness, and its interface becomes quite user-friendly after a short learning curv ### 5 Cons or Disadvantages of Azure Databricks ##### 1. Complexity Users find Azure Databricks' **complexity** challenging, particularly during initial setup and cluster management. [ See 3 mentions ](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=2304252&qs=pros-and-cons#reviews) See Related User Reviews ![Akshat G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Akshat G.") AG Akshat G. Small-Business (50 or fewer emp.) 4.5/5 "Effortless Data Processing and Seamless Azure Integration" What do you dislike about Azure Databricks? Sometimes, the platform can seem a little complicated for newcomers, and it may take some time for clusters to start up. Managing costs is not always ![Jhcghbv K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Jhcghbv K.") JK Jhcghbv K. Mid-Market (51-1000 emp.) 2.5/5 "Impressive Data Transfer, But Room for Improvement" What do you dislike about Azure Databricks? This is the complex setup . Do not optimisation ##### 2. Difficult Setup Users find the **difficult setup** of Azure Databricks challenging, making initial configuration a complex process. [ See 3 mentions ](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=2304372&qs=pros-and-cons#reviews) See Related User Reviews ![Jhcghbv K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Jhcghbv K.") JK Jhcghbv K. Mid-Market (51-1000 emp.) 2.5/5 "Impressive Data Transfer, But Room for Improvement" What do you dislike about Azure Databricks? This is the complex setup . Do not optimisation ![NOOR A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "NOOR A.") NA NOOR A. Enterprise (\> 1000 emp.) 5.0/5 "A Powerful and Reliable Platform for Scalable Data Engineering" What do you dislike about Azure Databricks? Although Azure Databricks is powerful, a few areas could be improved. The initial setup and environment configuration can be slightly complex for new ##### 3. Learning Curve Users experience a **steep learning curve** with Azure Databricks, finding it challenging while adapting to its complexity. [ See 3 mentions ](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=1043126&qs=pros-and-cons#reviews) See Related User Reviews ![Akshat G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Akshat G.") AG Akshat G. Small-Business (50 or fewer emp.) 4.5/5 "Effortless Data Processing and Seamless Azure Integration" What do you dislike about Azure Databricks? Sometimes, the platform can seem a little complicated for newcomers, and it may take some time for clusters to start up. Managing costs is not always ![Lakshmi B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Lakshmi B.") LB Lakshmi B. Enterprise (\> 1000 emp.) 5.0/5 "“Robust cloud-based big data platform for migration and day-to-day analytics”" What do you dislike about Azure Databricks? Cluster start-up times can still be slow for quick tests. Pricing is consumption-based and can become expensive if clusters are left running or poorly ##### 4. Slow Performance Users experience **slow performance** with Azure Databricks, particularly during cluster startup and parallel processing tasks. [ See 3 mentions ](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=2265547&qs=pros-and-cons#reviews) See Related User Reviews ![NOOR A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "NOOR A.") NA NOOR A. Enterprise (\> 1000 emp.) 5.0/5 "A Powerful and Reliable Platform for Scalable Data Engineering" What do you dislike about Azure Databricks? Although Azure Databricks is powerful, a few areas could be improved. The initial setup and environment configuration can be slightly complex for new ![firesavant f.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "firesavant f.") FF firesavant f. 4.5/5 "Efficient but Needs More Compute Power" What do you dislike about Azure Databricks? I find configuring Azure Databricks and connecting it to Visual Studio Code to be quite challenging. Additionally, I feel that the parallel processing ##### 5. Unclear Pricing Users often find **unclear pricing** for Azure Databricks, as costs can escalate quickly without proper monitoring. [ See 3 mentions ](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=1043605&qs=pros-and-cons#reviews) See Related User Reviews ![NOOR A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "NOOR A.") NA NOOR A. Enterprise (\> 1000 emp.) 5.0/5 "A Powerful and Reliable Platform for Scalable Data Engineering" What do you dislike about Azure Databricks? Although Azure Databricks is powerful, a few areas could be improved. The initial setup and environment configuration can be slightly complex for new ![Lakshmi B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Lakshmi B.") LB Lakshmi B. Enterprise (\> 1000 emp.) 5.0/5 "“Robust cloud-based big data platform for migration and day-to-day analytics”" What do you dislike about Azure Databricks? Cluster start-up times can still be slow for quick tests. Pricing is consumption-based and can become expensive if clusters are left running or poorly ## Top-Rated Alternatives [ ![Alteryx](https://images.g2crowd.com/uploads/product/hd_favicon/5200f776b24b5976b8f7d151d1d2e8fd/alteryx.svg "Alteryx") Alteryx 4.6/5(893) ](https://www.g2.com/products/alteryx/reviews) [ ![Snowflake](https://images.g2crowd.com/uploads/product/hd_favicon/1544409170/snowflake.svg "Snowflake") Snowflake 4.6/5(764) ](https://www.g2.com/products/snowflake/reviews) [ ![Splunk Enterprise](https://images.g2crowd.com/uploads/product/hd_favicon/b92838221b8df42dd6b5bb09c9f8ff55/splunk-enterprise.svg "Splunk Enterprise") Splunk Enterprise 4.3/5(434) ](https://www.g2.com/products/splunk-enterprise/reviews) [ View All Alternatives ](https://www.g2.com/products/azure-databricks/competitors/alternatives) ![Nidhi M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Nidhi M.") NM Nidhi M. Senior Solutions Engineer Small-Business (50 or fewer emp.) 2/2/2023 "One of the best" 4/5 What do you like best about Azure Databricks? Azure Databricks is easily the best platform available today in the market for building and sharing big data solutions. Interactive notebooks with numerous features, including N number of data connectors, are the best features. Review collected by and hosted on G2.com. What do you dislike about Azure Databricks? I have used Azure data bricks for cleaning, sharing, and ETL data and never faced any issues. Sometimes, the error in the code could be a little ambiguous. That can be improved! Review collected by and hosted on G2.com. What problems is Azure Databricks solving and how is that benefiting you? We use Azure Databricks to perform ETL tasks on data that is being stored in ADLS and use the refined data to build Power BI reports. The reports are then used by the end customer to make business decisions. Very happy with the Azure Data bricks. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![SK ASIF A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "SK ASIF A.") SA SK ASIF A. Software Engineer Small-Business (50 or fewer emp.) 2/2/2023 "Best analytics Tool" 4.5/5 What do you like best about Azure Databricks? - It's working well with programming Languages like python,R,SQL - Databricks clusters are easy to setup and configuration. - It can handles large amount of Data since it is Microsoft Azure cloud native. - It has an active directory support Review collected by and hosted on G2.com. What do you dislike about Azure Databricks? - All good but it is not supporting the version management tools like Git and other. - If we could add this it will be better for Deva. - The price is little high Review collected by and hosted on G2.com. What problems is Azure Databricks solving and how is that benefiting you? In terms to handle the massive amount of data for Analysis. It solve the ETL operations and Apache pyspark models that can be implemented all in one .It helped me lot to solve various problems with HDinsighta Kafka. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Punit S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Punit S.") PS Punit S. Cloud Engineer Information Technology and Services Mid-Market (51-1000 emp.) 3/4/2023 "Azure Databircks is a one-stop shop for everything related to data" 5/5 What do you like best about Azure Databricks? Azure Databircks exceeds every other tool in the market in terms of user-friendliness. It has amazing data processing capabilities and the ease of integration is awesome! Review collected by and hosted on G2.com. What do you dislike about Azure Databricks? The UI/UX can be improved further. It is very easy to use. However, at times, there are issues with the UI. Scrolling is difficult for users having a small display. Review collected by and hosted on G2.com. What problems is Azure Databricks solving and how is that benefiting you? Data ingestion has become way faster for my clients. New users are able to benefit from the intuitive UI. All clients have experience with different technology stacks. However, the support available for most languages is very helpful. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Computer Software](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Computer Software") AC Verified User in Computer Software Small-Business (50 or fewer emp.) 4/11/2023 "Azure Databricks" 4.5/5 What do you like best about Azure Databricks? Azure just seems to work well, for me its not as pretty as GCP or have as many features as AWS, but its just in the middle of both and seems to just work well enough. Review collected by and hosted on G2.com. What do you dislike about Azure Databricks? Not a lot, I think the pricing can get very interesting fairly quickly. We previously used Databricks on AWS and I can say for sure the cost handles are not as good as the ones on AWS. Review collected by and hosted on G2.com. What problems is Azure Databricks solving and how is that benefiting you? We needed a data warehouse to take in data from our systems which we used Fivetran as a connector, but we needed a destination and we used Azure Databricks to do so. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Health, Wellness and Fitness](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Health, Wellness and Fitness") EH Verified User in Health, Wellness and Fitness Mid-Market (51-1000 emp.) 10/2/2023 "Excellent value excellent" 4.5/5 What do you like best about Azure Databricks? Excellent ROI, with qualitatively defined metrics Review collected by and hosted on G2.com. What do you dislike about Azure Databricks? Lengthy implementation with some risks on the customer Review collected by and hosted on G2.com. What problems is Azure Databricks solving and how is that benefiting you? Data mining to extract value Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Mukul V.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Mukul V.") MV Mukul V. Senior Technical Lead Mid-Market (51-1000 emp.) 2/7/2023 "Best tool for data analytics and breakthrough insights" 3.5/5 What do you like best about Azure Databricks? The best analytics platform helps integrate and develop the different application processes. This tool helps/supports multiple data sources, which gives a strong connection for breakthrough insights. This solution is excellent for the Bigdata pipeline. Review collected by and hosted on G2.com. What do you dislike about Azure Databricks? Some points under this tag observe the performance and data flow slowness. The user interface is not friendly and gives more information that is not required, like suggestions and all. Review collected by and hosted on G2.com. What problems is Azure Databricks solving and how is that benefiting you? Innovation was the primary reason. Managed Apache spark was the key attraction. The UX and ability to customize was bonus. The business has accepted this tool to organize reporting and analyze on-going organizations decisions. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Bhushan S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Bhushan S.") BS Bhushan S. Cloud Data Engineering Specialist Enterprise (\> 1000 emp.) 6/1/2023 "Awesome Data On Cloud" 5/5 What do you like best about Azure Databricks? storage and compute decouple, running on spark architecture this is making data bricks Review collected by and hosted on G2.com. What do you dislike about Azure Databricks? cost is one factor, I think proper cost guide should be mentioned Review collected by and hosted on G2.com. What problems is Azure Databricks solving and how is that benefiting you? computation fast so we are getting metrics reports in a quick time Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Harsha M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Harsha M.") HM Harsha M. Senior Data Architect - BI Enterprise (\> 1000 emp.) 6/5/2023 "Azure Databricks for Medallion Architecture" 4.5/5 What do you like best about Azure Databricks? Compatible with Sql, pypspark and scala and has the architecture for processing big data with scalability and performance Review collected by and hosted on G2.com. What do you dislike about Azure Databricks? High availability of cluster spiking the cost Review collected by and hosted on G2.com. What problems is Azure Databricks solving and how is that benefiting you? Retail Ops Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![Martand S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Martand S.") MS Martand S. Senior Data Engineer Mid-Market (51-1000 emp.) 2/7/2023 "Easiest & efficient way for big data analysis" 4.5/5 What do you like best about Azure Databricks? The smooth & secure integration with Azure services like data lake, IAM, streams makes it one of the most useful services provided by azure. Not to mention, delta lake is amazing. Review collected by and hosted on G2.com. What do you dislike about Azure Databricks? Everything is almost good with this service except there can be more things to do visualization part. But it provides a smooth integration with power bi & tableau. Review collected by and hosted on G2.com. What problems is Azure Databricks solving and how is that benefiting you? I am using azure databricks primarily for data transformation & maintaining data warehousing. Our use case includes data source like delta lake & kafka streaming. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: G2 invite ![Maheshkumar S T.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Maheshkumar S T.") MT Maheshkumar S T. Azure Technical Architect Mid-Market (51-1000 emp.) 2/6/2023 "Azure Databricks review" 4/5 What do you like best about Azure Databricks? Integrates easily with the whole Microsoft stack. Suitable for small jobs too. Documentation and support are available. An extensive list of data sources. Higher productivity and collaboration. Review collected by and hosted on G2.com. What do you dislike about Azure Databricks? It does not integrate with Git or any other versioning tool. It currently only supports HDInsight and not Azure Batch or AZTK. Hard to manage notebook workspace Review collected by and hosted on G2.com. What problems is Azure Databricks solving and how is that benefiting you? The main problem which Azure Databricks is solving is in cleaning and enrichment of data coming from various sources, which becomes a source for the reports and dashboard. Review collected by and hosted on G2.com. 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