--- title: Unravel Data Reviews meta\_title: 'Unravel Data Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 36 reviews by the users' company size, role or industry to find out how Unravel Data works for a business like yours. aggregate\_rating: rating\_value: 4.4 review\_count: 36 scale: '5' date\_modified: '2026-08-09' parent\_category: name: IT Management url: https://www.g2.com/categories/it-management --- ### Unravel Data Pros and Cons: Top 5 Advantages and Disadvantages #### Quick AI Summary Based on G2 Reviews Generated from real user reviews Users value the **ease of use** in Unravel Data, praising its user-friendly interface and straightforward AI agent setup. [(2 mentions)](https://www.g2.com/products/unravel-data/reviews?filters%5Bsentiment_snippet%5D=1435555&qs=pros-and-cons#reviews) Users praise the **easy setup** of Unravel Data, finding it user-friendly and straightforward to add AI agents. [(1 mentions)](https://www.g2.com/products/unravel-data/reviews?filters%5Bsentiment_snippet%5D=1434080&qs=pros-and-cons#reviews) Users appreciate the **efficiency in analyzing data** with Unravel Data, allowing for quick insights and issue diagnosis. [(1 mentions)](https://www.g2.com/products/unravel-data/reviews?filters%5Bsentiment_snippet%5D=2381171&qs=pros-and-cons#reviews) Users value the **clear performance insights** provided by Unravel Data, enabling quick analysis and efficient troubleshooting. [(1 mentions)](https://www.g2.com/products/unravel-data/reviews?filters%5Bsentiment_snippet%5D=1435676&qs=pros-and-cons#reviews) Users appreciate the **installation ease** of Unravel Data, enjoying a user-friendly interface and simple AI agent integration. [(1 mentions)](https://www.g2.com/products/unravel-data/reviews?filters%5Bsentiment_snippet%5D=2485657&qs=pros-and-cons#reviews) Users find the **limited features** of Unravel Data hinder their ability to manage complex datasets and insights. [(2 mentions)](https://www.g2.com/products/unravel-data/reviews?filters%5Bsentiment_snippet%5D=2381049&qs=pros-and-cons#reviews) Users find that the **complex configuration** of advanced features makes tuning detailed performance metrics challenging and frustrating. [(1 mentions)](https://www.g2.com/products/unravel-data/reviews?filters%5Bsentiment_snippet%5D=2381163&qs=pros-and-cons#reviews) Users find the **complex setup** of Unravel Data challenging, especially when tuning advanced performance metrics and interpreting insights. [(1 mentions)](https://www.g2.com/products/unravel-data/reviews?filters%5Bsentiment_snippet%5D=2381096&qs=pros-and-cons#reviews) Users find the **configuration difficulty** in Unravel Data's advanced features frustrating and complicating their experience. [(1 mentions)](https://www.g2.com/products/unravel-data/reviews?filters%5Bsentiment_snippet%5D=2381149&qs=pros-and-cons#reviews) Users find that **configuration issues** complicate understanding insights and tuning advanced performance metrics in Unravel Data. [(1 mentions)](https://www.g2.com/products/unravel-data/reviews?filters%5Bsentiment_snippet%5D=2381138&qs=pros-and-cons#reviews) ### 5 Pros or Advantages of Unravel Data ##### 1. Ease of Use Users value the **ease of use** in Unravel Data, praising its user-friendly interface and straightforward AI agent setup. [ See 2 mentions ](https://www.g2.com/products/unravel-data/reviews?filters%5Bsentiment_snippet%5D=1435555&qs=pros-and-cons#reviews) See Related User Reviews ![Dev Saran S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Dev Saran S.") DS Dev Saran S. Enterprise (\> 1000 emp.) 4.0/5 "Effortless Access and Intuitive Interface with Easy AI Agent Integration" What do you like about Unravel Data? The platform offers ease of access and a user-friendly interface. Adding AI agents is straightforward and simple. ![Pradyumn G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pradyumn G.") PG Pradyumn G. Enterprise (\> 1000 emp.) 4.0/5 "Performance Insights with Managing Data Workloads" What do you like about Unravel Data? The best thing about Unravel Data application is to provide me a clear performance of insights. This application helps me to quickly analyze the data ##### 2. Easy Setup Users praise the **easy setup** of Unravel Data, finding it user-friendly and straightforward to add AI agents. [ See 1 mentions ](https://www.g2.com/products/unravel-data/reviews?filters%5Bsentiment_snippet%5D=1434080&qs=pros-and-cons#reviews) See Related User Reviews ![Dev Saran S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Dev Saran S.") DS Dev Saran S. Enterprise (\> 1000 emp.) 4.0/5 "Effortless Access and Intuitive Interface with Easy AI Agent Integration" What do you like about Unravel Data? The platform offers ease of access and a user-friendly interface. Adding AI agents is straightforward and simple. ##### 3. Efficiency Users appreciate the **efficiency in analyzing data** with Unravel Data, allowing for quick insights and issue diagnosis. [ See 1 mentions ](https://www.g2.com/products/unravel-data/reviews?filters%5Bsentiment_snippet%5D=2381171&qs=pros-and-cons#reviews) See Related User Reviews ![Pradyumn G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pradyumn G.") PG Pradyumn G. Enterprise (\> 1000 emp.) 4.0/5 "Performance Insights with Managing Data Workloads" What do you like about Unravel Data? The best thing about Unravel Data application is to provide me a clear performance of insights. This application helps me to quickly analyze the data ##### 4. Insights Users value the **clear performance insights** provided by Unravel Data, enabling quick analysis and efficient troubleshooting. [ See 1 mentions ](https://www.g2.com/products/unravel-data/reviews?filters%5Bsentiment_snippet%5D=1435676&qs=pros-and-cons#reviews) See Related User Reviews ![Pradyumn G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pradyumn G.") PG Pradyumn G. Enterprise (\> 1000 emp.) 4.0/5 "Performance Insights with Managing Data Workloads" What do you like about Unravel Data? The best thing about Unravel Data application is to provide me a clear performance of insights. This application helps me to quickly analyze the data ##### 5. Installation Ease Users appreciate the **installation ease** of Unravel Data, enjoying a user-friendly interface and simple AI agent integration. [ See 1 mentions ](https://www.g2.com/products/unravel-data/reviews?filters%5Bsentiment_snippet%5D=2485657&qs=pros-and-cons#reviews) See Related User Reviews ![Dev Saran S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Dev Saran S.") DS Dev Saran S. Enterprise (\> 1000 emp.) 4.0/5 "Effortless Access and Intuitive Interface with Easy AI Agent Integration" What do you like about Unravel Data? The platform offers ease of access and a user-friendly interface. Adding AI agents is straightforward and simple. ### 5 Cons or Disadvantages of Unravel Data ##### 1. Limited Features Users find the **limited features** of Unravel Data hinder their ability to manage complex datasets and insights. [ See 2 mentions ](https://www.g2.com/products/unravel-data/reviews?filters%5Bsentiment_snippet%5D=2381049&qs=pros-and-cons#reviews) See Related User Reviews ![Dev Saran S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Dev Saran S.") DS Dev Saran S. Enterprise (\> 1000 emp.) 4.0/5 "Effortless Access and Intuitive Interface with Easy AI Agent Integration" What do you dislike about Unravel Data? Compared to Qlik Sense, it struggles to manage very large datasets. ![Pradyumn G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pradyumn G.") PG Pradyumn G. Enterprise (\> 1000 emp.) 4.0/5 "Performance Insights with Managing Data Workloads" What do you dislike about Unravel Data? In Unravel Data application some insights require extra context to interpret which I dislike the most. When we tune more detailed performance metrics, ##### 2. Complex Configuration Users find that the **complex configuration** of advanced features makes tuning detailed performance metrics challenging and frustrating. [ See 1 mentions ](https://www.g2.com/products/unravel-data/reviews?filters%5Bsentiment_snippet%5D=2381163&qs=pros-and-cons#reviews) See Related User Reviews ![Pradyumn G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pradyumn G.") PG Pradyumn G. Enterprise (\> 1000 emp.) 4.0/5 "Performance Insights with Managing Data Workloads" What do you dislike about Unravel Data? In Unravel Data application some insights require extra context to interpret which I dislike the most. When we tune more detailed performance metrics, ##### 3. Complex Setup Users find the **complex setup** of Unravel Data challenging, especially when tuning advanced performance metrics and interpreting insights. [ See 1 mentions ](https://www.g2.com/products/unravel-data/reviews?filters%5Bsentiment_snippet%5D=2381096&qs=pros-and-cons#reviews) See Related User Reviews ![Pradyumn G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pradyumn G.") PG Pradyumn G. Enterprise (\> 1000 emp.) 4.0/5 "Performance Insights with Managing Data Workloads" What do you dislike about Unravel Data? In Unravel Data application some insights require extra context to interpret which I dislike the most. When we tune more detailed performance metrics, ##### 4. Configuration Difficulty Users find the **configuration difficulty** in Unravel Data's advanced features frustrating and complicating their experience. [ See 1 mentions ](https://www.g2.com/products/unravel-data/reviews?filters%5Bsentiment_snippet%5D=2381149&qs=pros-and-cons#reviews) See Related User Reviews ![Pradyumn G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pradyumn G.") PG Pradyumn G. Enterprise (\> 1000 emp.) 4.0/5 "Performance Insights with Managing Data Workloads" What do you dislike about Unravel Data? In Unravel Data application some insights require extra context to interpret which I dislike the most. When we tune more detailed performance metrics, ##### 5. Configuration Issues Users find that **configuration issues** complicate understanding insights and tuning advanced performance metrics in Unravel Data. [ See 1 mentions ](https://www.g2.com/products/unravel-data/reviews?filters%5Bsentiment_snippet%5D=2381138&qs=pros-and-cons#reviews) See Related User Reviews ![Pradyumn G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pradyumn G.") PG Pradyumn G. Enterprise (\> 1000 emp.) 4.0/5 "Performance Insights with Managing Data Workloads" What do you dislike about Unravel Data? In Unravel Data application some insights require extra context to interpret which I dislike the most. When we tune more detailed performance metrics, ## Top-Rated Alternatives [ ![Monte Carlo](https://images.g2crowd.com/uploads/product/hd_favicon/4ee77be496500644e055bc774924d023/monte-carlo.svg "Monte Carlo") Monte Carlo 4.3/5(536) ](https://www.g2.com/products/monte-carlo/reviews) [ ![Dynatrace](https://images.g2crowd.com/uploads/product/hd_favicon/1512659484/dynatrace.svg "Dynatrace") Dynatrace 4.5/5(1,366) ](https://www.g2.com/products/dynatrace/reviews) [ ![Datadog](https://images.g2crowd.com/uploads/product/hd_favicon/1498834114/datadog.svg "Datadog") Datadog 4.4/5(726) ](https://www.g2.com/products/datadog/reviews) [ View All Alternatives ](https://www.g2.com/products/unravel-data/competitors/alternatives) ![Pradyumn G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pradyumn G.") PG Pradyumn G. Project Engineer Enterprise (\> 1000 emp.) 11/21/2025 "Performance Insights with Managing Data Workloads" 4/5 What do you like best about Unravel Data? The best thing about Unravel Data application is to provide me a clear performance of insights. This application helps me to quickly analyze the data and then diagnose the issues quickly. It optimizes the data workloads as expected with its simple monitoring. Review collected by and hosted on G2.com. What do you dislike about Unravel Data? In Unravel Data application some insights require extra context to interpret which I dislike the most. When we tune more detailed performance metrics, few advanced features feel harder to configure. Review collected by and hosted on G2.com. What problems is Unravel Data solving and how is that benefiting you? Unravel Data application is beneficial for me because it helps me to track the performance. It provides me a clear insight about the datasets and also improves the resource usage, which helps in managing the data workloads more effectively. Review collected by and hosted on G2.com. Show More Our network of Icons are G2 members who are recognized for their outstanding contributions and commitment to helping others through their expertise.G2 Icon 11/26/2025 Validated ReviewerIncentivizedSource: G2 invite ![Dev Saran S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Dev Saran S.") DS Dev Saran S. Science Tutor Enterprise (\> 1000 emp.) 1/7/2026 "Effortless Access and Intuitive Interface with Easy AI Agent Integration" 4/5 What do you like best about Unravel Data? The platform offers ease of access and a user-friendly interface. Adding AI agents is straightforward and simple. Review collected by and hosted on G2.com. What do you dislike about Unravel Data? Compared to Qlik Sense, it struggles to manage very large datasets. Review collected by and hosted on G2.com. What problems is Unravel Data solving and how is that benefiting you? The software makes it easy to interact with databases and simplifies the process of creating AI agents. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Kunal B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Kunal B.") KB Kunal B. Senior Growth Marketing Manager Mid-Market (51-1000 emp.) 8/8/2024 "Data Observability and AI insights Simplified, Thank you Unravel Data" 5/5 What do you like best about Unravel Data? Unravel Data has become my go to tool to "Un ravel" the large chunks of data and useful insights. We were able to ease off our computing loads by migrating metadata and performance data from the BigQuery. Implementing Unravel was straightforward. The setup process was quite easy and our existing data slack was integrated quite easily. helps us continuously monitor our data pipelines, and have real-time insights everytime we need it, throughout the day, 24X7. Review collected by and hosted on G2.com. What do you dislike about Unravel Data? the number of features and options in Unravel were abit overwhelming, it requires a learning curve to understand and make use of all the capabilities. Review collected by and hosted on G2.com. What problems is Unravel Data solving and how is that benefiting you? Having a complex platform that aims to integrate 3 different apps and use the cross platform data to support the CRM and user activity monitoring. Unravel helped in streamlining the data observation and also provided insights that helped in predictive analysis of pre-churn users and improve the retention rates Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Atul A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Atul A.") AA Atul A. Cyber Security Consultant - Cybersecurity & Risk Services Small-Business (50 or fewer emp.) 3/18/2023 "Unravel- optimizing too" 4.5/5 What do you like best about Unravel Data? Unravel data gives us an easy to understand insight and actionable recommendations about the full stack of data sources. It enables team to Optimize and automatically troubleshoot and control the costs of data pipelines and applications. Review collected by and hosted on G2.com. What do you dislike about Unravel Data? The most negative aspect of this platform is that , the data stack is in bulk and it's complex so due it's complexity it becomes harder to untangle the wires to figure it out what went wrong how can we fix it . Time complexity is there in this . Review collected by and hosted on G2.com. What problems is Unravel Data solving and how is that benefiting you? It gives the complete in-depth insight of the full stack data , where the monitoring range , troubleshooting ,optimisation,data quality and cloud migration etc increases. Review collected by and hosted on G2.com. Show More 9/25/2024 Validated ReviewerIncentivizedSource: G2 invite BT Brahmaiah T. Senior Cloud Engineer Enterprise (\> 1000 emp.) 7/26/2024 "Excellent Monitoring Tool" 5/5 What do you like best about Unravel Data? Unravel is excellent tool gives more insights on usage of azure databricks and Kubernates. Based recommendations which unravel provide we can save cloud cost Review collected by and hosted on G2.com. What do you dislike about Unravel Data? all looks good except cost of product increased recently. Review collected by and hosted on G2.com. What problems is Unravel Data solving and how is that benefiting you? it is more insightable tool, gives recommendations which save cloud cost. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Seller invite ![Akash T.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Akash T.") AT Akash T. Senior Business Technology Analyst Enterprise (\> 1000 emp.) 8/8/2024 "Full fledged satisfaction" 4.5/5 What do you like best about Unravel Data? They helped us in our business intelligence work, where we needed to create data pipelines for our project reports. Unravel Data's support and services helped us sail through our business. Review collected by and hosted on G2.com. What do you dislike about Unravel Data? Nothing much, everything has been taken care of. Review collected by and hosted on G2.com. What problems is Unravel Data solving and how is that benefiting you? Helping us create our data pipelines which in turn generate the final end user reports. So they are providing tools and services to achieve that. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Sathwick K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sathwick K.") SK Sathwick K. Senior Specialist Data and ML/AI Platform Enterprise (\> 1000 emp.) 10/20/2023 "Unravel - for Enterprise data observability" 5/5 What do you like best about Unravel Data? 1. Best in-class built algorithms which are capable of handling observability for Enterprise scale products like Databricks, Snowflake and multiple other products. 2. Its ability to handle the vasticity as it never fails to work over with 10's of 1000's of jobs in an enterprise scale organisations on each day. 3. The great team who is entusiatic to work with the techinical people from various organisations and the response time from the team is very quick. 4. Unravel leadership people are down to earth , they are more intrested to listen from the tech people and work towards the goals what custumers are expecting from the product. 5. They are more visionary how the product should evolve in future to meet the needs from customers. Review collected by and hosted on G2.com. What do you dislike about Unravel Data? 1. Unravel has to come with SAAS models approach, so that customers can merely take the advantage without going for patch based approach. This will save the efforts from both Unravel and customers and features are quickly embedded to product. Review collected by and hosted on G2.com. What problems is Unravel Data solving and how is that benefiting you? Unravel is helping our organization in following aspects: 1. Performance tuning and the suggestions to improve the code quality. 2. Suggesting the right resources for the pipelines. 3. Recucing the costs. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite ![Aditi D.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Aditi D.") AD Aditi D. Data Engineering Sr. Analyst Enterprise (\> 1000 emp.) 10/13/2023 "Very useful and fast-growing tool for better visibility into DataOps and cost savings" 4/5 What do you like best about Unravel Data? It gives you a very good picture of your Data Platforms, and highlights exactly where you can optimise and might be unnecessarily wasting resources and cost. It is fast-growing, improving day by day, by bringing many new features which come handy in Data Engineering optimization and cost effectiveness journey. They have a very good support as well. I would highly recommend this to anyone who wants better visibility into their Data platforms & resources and those who want to optimize and save their DataOps costs. Review collected by and hosted on G2.com. What do you dislike about Unravel Data? As the Data volumes increase day by day, the tool has to scale up and be able to handle the large volumes of data it will be processing, esp. in UI. Review collected by and hosted on G2.com. What problems is Unravel Data solving and how is that benefiting you? Better Visibility into Data Platforms like Databricks - To get insights and recommendations about our clusters Cost Savings - As it provides better insights and information about where we can optimize our jobs, it certainly helps in cost savings in long term Data Jobs Optimization and Reduced Job SLAs - We get insights into redundant and non-useful pieces of code which after cleaning, improves the performance of Jobs and reduces the overall Job execution time Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: Seller invite ![Verified User in Semiconductors](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Semiconductors") AS Verified User in Semiconductors Enterprise (\> 1000 emp.) 7/25/2022 "Partners in the true sense!" 5/5 What do you like best about Unravel Data? The product that we use is a single plane of glass that provides the information we need, when we need it. It is extremely intuitive and responsive! Unravel Data support team is seemingly always around to help us utilize their product and even troubleshoot issues in our environment or application. When new versions of the product are available, they help us upgrade and fix all issues related to the upgrade in a timely fashion. They are also very responsive in fixing issues with the product. Finally, they are receptive in allowing us to request new features. Review collected by and hosted on G2.com. What do you dislike about Unravel Data? I really don't have anything negative to say about Unravel. I feel the way they support the customer is a template for others to mimic! Review collected by and hosted on G2.com. What problems is Unravel Data solving and how is that benefiting you? It makes monitoring our cluster a lot easier and faster. It helps our data engineers tune their queries & jobs. It makes anticipation of issues with data in the cluster possible. It produces lots of useful reports. Lastly, it is a helpful tool for cloud migration. Review collected by and hosted on G2.com. Show More 10/12/2023 Current UserValidated ReviewerSource: Organic ![Sarath M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sarath M.") SM Sarath M. AVP(Assistant vice president) Small-Business (50 or fewer emp.) 10/10/2023 "Master metric collector and auto recommendations" 5/5 What do you like best about Unravel Data? Unravel is great tool in serving the metrics collection and provide achievable recommendations. Has many other great features to liverage. Supports presto , aws, S3 and gcp, a great vendor support. Review collected by and hosted on G2.com. What do you dislike about Unravel Data? Need more recommendations, some times tool doesn't give accurate recommendations, hope this ill be corrected in next releases Review collected by and hosted on G2.com. What problems is Unravel Data solving and how is that benefiting you? Unravel helps in jobs optimization and using these recommendations we can simply identify culprit job and kill it, great in reporting and unity apps, appc, q analysis etc Review collected by and hosted on G2.com. 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