--- 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: '2026-07-13' parent_category: name: IT Management url: https://www.g2.com/categories/it-management --- # Unravel Data Reviews **Vendor:** Unravel Data **Category:** [Cloud Migration Assessment Tools](https://www.g2.com/categories/cloud-migration-assessment-tools) **Average Rating:** 4.4/5.0 **Total Reviews:** 36 ## About Unravel Data Unravel Data is an AI-powered data observability and FinOps platform that goes beyond just observing problems to empowering data teams to take immediate action for transformative results. Built to address the speed and scale of modern data platforms like Databricks, Snowflake, and BigQuery, Unravel’s AI-powered Insights Engine provides recommendations to make smarter decisions and optimize your cloud data analytics' performance, reliability, and efficiency. You get full-stack, 'workload-aware' contextual intelligence about your data applications and pipelines, with AI-driven recommendations on where and how to improve and optimize DataOps, analytics, and AI, helping you troubleshoot faster, meet SLAs, and keep budgets under control. With Unravel, data teams unlock business value from data more quickly and efficiently. Unravel leverages AI and automation to provide real-time, user-level spend reporting, code-level cost optimization tips, and automated spend controls designed to empower and unify DataOps and FinOps teams. With Unravel, data teams can monitor data flows through their pipelines, and detect code, configuration, and infrastructure issues. By correlating and analyzing the full stack of telemetry metadata, Unravel provides easy-to-understand insights, actionable recommendations, and automation to optimize performance and efficiency before you deploy into production. Unravel Data radically transforms the way businesses understand and optimize the performance and cost of their modern data applications – and the complex data pipelines that power those applications. Providing a unified view across the entire data stack, Unravel’s market-leading data observability platform leverages AI, machine learning, and advanced analytics to provide modern data teams with the actionable recommendations they need to turn data into insights. Recently recognized by CRN as a Cloud 100 Company for 2025 and named Best Data Tool & Platform of 2023 by the annual SIIA CODiE Awards, Unravel Data is trusted by some of the world’s most recognized brands, including Maersk, Mastercard, and Equifax to unlock data-driven insights and deliver new innovations to market. ## Unravel Data Pros & Cons **What users like:** - Users appreciate the **ease of access** and user-friendly interface of Unravel Data, enhancing their data analysis experience. (2 reviews) - Users appreciate the **easy setup** of Unravel Data, valuing its user-friendly interface and straightforward AI integration. (1 reviews) - Users value the **efficiency** of Unravel Data for quick analysis and effective issue diagnosis. (1 reviews) - Users appreciate the **clear performance insights** from Unravel Data, enabling quick data analysis and effective troubleshooting. (1 reviews) - Users appreciate the **installation ease** of Unravel Data, finding it user-friendly and straightforward to add AI agents. (1 reviews) - Issue Resolution (1 reviews) - Users appreciate the **continuous monitoring** capabilities of Unravel Data, providing real-time insights effectively and effortlessly. (1 reviews) - Users value the **monitoring ease** of Unravel Data, enabling real-time insights and effortless data management. (1 reviews) - Monitoring Features (1 reviews) - Performance (1 reviews) **What users dislike:** - Users find Unravel Data's **limited features** hinder performance tuning and data management for large datasets. (2 reviews) - Users find the **complex configurations** challenging, making it difficult to interpret some insights and tune performance metrics. (1 reviews) - Users dislike the **complex setup** for advanced features, finding it difficult to interpret insights and configure metrics. (1 reviews) - Users find the **configuration difficulty** in Unravel Data frustrating, especially with advanced performance metrics and insights interpretation. (1 reviews) - Users find that **configuration issues** complicate their experience, especially when interpreting insights and tuning performance metrics. (1 reviews) - Users find the **confusing details** of Unravel Data overwhelming, making insights harder to interpret and use effectively. (1 reviews) - Data Inaccuracy (1 reviews) - Data Limitations (1 reviews) - Data Management (1 reviews) - Data Management Issues (1 reviews) ## Unravel Data Reviews ### 1. Performance Insights with Managing Data Workloads **Rating:** 4.0/5.0 stars **Reviewed by:** Pradyumn G. | Project Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** November 21, 2025 **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. **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. **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. ### 2. Effortless Access and Intuitive Interface with Easy AI Agent Integration **Rating:** 4.0/5.0 stars **Reviewed by:** Dev Saran S. | Science Tutor , Enterprise (> 1000 emp.) **Reviewed Date:** January 07, 2026 **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. **What do you dislike about Unravel Data?** Compared to Qlik Sense, it struggles to manage very large datasets. **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. ### 3. Data Observability and AI insights Simplified, Thank you Unravel Data **Rating:** 5.0/5.0 stars **Reviewed by:** Kunal B. | Senior Growth Marketing Manager , Mid-Market (51-1000 emp.) **Reviewed Date:** August 08, 2024 **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. **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. **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 ### 4. Unravel- optimizing too **Rating:** 4.5/5.0 stars **Reviewed by:** Atul A. | Cyber Security Consultant - Cybersecurity & Risk Services, Small-Business (50 or fewer emp.) **Reviewed Date:** March 18, 2023 **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. **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 . **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. ### 5. Excellent Monitoring Tool **Rating:** 5.0/5.0 stars **Reviewed by:** Brahmaiah T. | Senior Cloud Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** July 26, 2024 **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 **What do you dislike about Unravel Data?** all looks good except cost of product increased recently. **What problems is Unravel Data solving and how is that benefiting you?** it is more insightable tool, gives recommendations which save cloud cost. ### 6. Full fledged satisfaction **Rating:** 4.5/5.0 stars **Reviewed by:** Akash T. | Senior Business Technology Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** August 08, 2024 **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. **What do you dislike about Unravel Data?** Nothing much, everything has been taken care of. **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. ### 7. Unravel - for Enterprise data observability **Rating:** 5.0/5.0 stars **Reviewed by:** Sathwick K. | Senior Specialist Data and ML/AI Platform, Enterprise (> 1000 emp.) **Reviewed Date:** October 20, 2023 **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. **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. **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. ### 8. Very useful and fast-growing tool for better visibility into DataOps and cost savings **Rating:** 4.0/5.0 stars **Reviewed by:** Aditi D. | Data Engineering Sr. Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** October 13, 2023 **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. **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. **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 ### 9. Partners in the true sense! **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Semiconductors | Enterprise (> 1000 emp.) **Reviewed Date:** July 25, 2022 **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. **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! **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. ### 10. Master metric collector and auto recommendations **Rating:** 5.0/5.0 stars **Reviewed by:** Sarath M. | AVP(Assistant vice president), Small-Business (50 or fewer emp.) **Reviewed Date:** October 10, 2023 **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. **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 **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 ### 11. Unravel , is a good tool for SRE, Job Owners, Data analysts **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.) **Reviewed Date:** October 11, 2023 **What do you like best about Unravel Data?** Unravel product gives detailed analysis of jobs, and reports related to it which is an important feature. We get live data of the cluster and as all data of cluster is available it becomes easier to navigate , fetch all details all in one place. The customer support is very nice, all are queries are addressed immediately. **What do you dislike about Unravel Data?** Every function supported by Unravel is good, we can expect more from Autoactions. **What problems is Unravel Data solving and how is that benefiting you?** Unravel helps us connecting jobs with job owners and helping them with effeciently running thier applications. We get detailed information of each job , and analysis , which helps the Performance engineering team to analyse jobs, find the problem areas in different applications and suggest users to effectively use the resources. The various reports helps management to get enitre data overview of the cluster with respect to queues, jobs etc (even historic) in 1 report. ### 12. By leveraging Unravel Data, we can now effectively manage and optimize our cloud costs **Rating:** 4.5/5.0 stars **Reviewed by:** Udit G. | Enterprise (> 1000 emp.) **Reviewed Date:** March 08, 2023 **What do you like best about Unravel Data?** Using unravel data, we can now manage and optimize big data workloads on modern data platforms such as Hadoop, Spark, and Kafka. It is used by our data team to capture telemetric information about pipelines, data layout, lineage, parallelism, and cost. It helps visualize multidimensional relationships and dependencies within the entire data stack. We can measure our out-of-pocket costs and SLAs. **What do you dislike about Unravel Data?** Unravel data collects and stores a lot of data about the organization's big data workloads, which may raise concerns about data privacy and security. So there is always a need of a proper risk governance system before managing workloads using unravel data **What problems is Unravel Data solving and how is that benefiting you?** Unravel Data is helping us to optimize our big data workloads in cloud environments by providing insights and recommendations that can help reduce cloud costs and improve cloud management. Here are some specific problems that Unravel Data is solving in terms of cloud cost and cloud management: Resource utilization: It identifies underutilized resources and optimizes their usage, which can reduce cloud costs and improve efficiency. Instance sizing: it provides recommendations for the optimal instance sizing for big data workloads, helping us to avoid overprovisioning or underprovisioning Auto-scaling: It is helping us to automate the scaling of resources in response to workload changes, ensuring that we are not overpaying for idle resources or under-resourced during periods of high demand. ### 13. Great tool with very good insights **Rating:** 5.0/5.0 stars **Reviewed by:** chaitanyareddy g. | Global Senior Manager Sol & Data Engineering Finance, Enterprise (> 1000 emp.) **Reviewed Date:** October 12, 2023 **What do you like best about Unravel Data?** Its a great to tool to optimise the big data work loads. The amount of insights we get by using this tool is tremendous. Good customer support, Ease of Integration. **What do you dislike about Unravel Data?** Compared to the features and ease of use, I found nothing to dislike. **What problems is Unravel Data solving and how is that benefiting you?** Alert on costing. Identify SLA slippage. Boost the usage of cluster. Identify problems in the spark code. ### 14. Good tool to observe the application performance and create actionable swiftly **Rating:** 4.5/5.0 stars **Reviewed by:** Rahul M. | Enterprise (> 1000 emp.) **Reviewed Date:** October 13, 2023 **What do you like best about Unravel Data?** Observability Single place to go for all application types can have an overview of how applications are performing on a cluster level **What do you dislike about Unravel Data?** We have a multitenant cluster. I see a scope of imrovement where it can segrate application and cluster metrices on tenant basis **What problems is Unravel Data solving and how is that benefiting you?** Get Yarn and impala metrices on queue and pool level Application resource utilization How applications are performing ### 15. Excellent platform for data observability and eliminating problems **Rating:** 4.5/5.0 stars **Reviewed by:** Jose L. | Software Engineer, Information Technology and Services, Enterprise (> 1000 emp.) **Reviewed Date:** April 03, 2023 **What do you like best about Unravel Data?** I like this platform because it enables data observation allowing your data teams to cost optimize their data operations in a smarter way, letting data pipelines run as fast as possible and also troubleshooting mission applications critiques, presents unified full-stack visibility your stack as a whole each component and how they impact each other, helps organizations drive value from modern data applications **What do you dislike about Unravel Data?** I do not dislike this excellent data observability platform at all, since it allows your data teams to optimize the best cost of their operations, in a more intelligent way and allowing to execute data pipelines faster than usual and in this way troubleshoot any app **What problems is Unravel Data solving and how is that benefiting you?** This excellent platform has excellent functionality for a better functioning of its systems and thus to be able to eliminate problems since by collecting metadata from its entire ecosystem, this platform offers a complete image of the performance in all applications and platforms in the facilities in a comfortable way. and securely, it effectively captures, correlates and analyzes the insights needed to maximize the best business value from data ### 16. A good monitoring tool **Rating:** 5.0/5.0 stars **Reviewed by:** Esteban M. | Marketing Department Specialist, Enterprise (> 1000 emp.) **Reviewed Date:** March 21, 2023 **What do you like best about Unravel Data?** What I love the most about this instrument is that this instrument makes it possible to group the data in a quite efficient way so that it is easier to understand visually and that also with this we have an admirable control of data flow with excellent reports. **What do you dislike about Unravel Data?** In my special critique, we have the possibility to mention that we have not found a single failure with this instrument because we have the possibility of managing and optimizing data in modern data platforms, in addition to the fact that we also have the possibility of mentioning that it allows us to look data carefully. **What problems is Unravel Data solving and how is that benefiting you?** This instrument helps us a lot in our work because this instrument makes it possible to categorize each data so that it is even easier to visualize. In addition to that, it also helps us a lot to overcome bottlenecks and offers suggestions on clusters that are very effective. ### 17. Unified visualizations for better analysis **Rating:** 4.5/5.0 stars **Reviewed by:** Rebeca C. | System Analyst, Information Technology and Services, Enterprise (> 1000 emp.) **Reviewed Date:** March 10, 2023 **What do you like best about Unravel Data?** What I like about this tool is that it groups data in a way that is easy to understand thanks to its coherent and functional visualization system for new professionals who work with data these days and understand how critical it is to have efficient systems. This tool allows, through constant notifications, even changes or even to be able to correct failures, in addition, in the organization it does not usually imply a high cost for the operations it performs. **What do you dislike about Unravel Data?** There are no flaws from my point of view that mean that the tool is not functional; it is one of the most implemented in recent years thanks to its interface and its capabilities that are visible from end to end **What problems is Unravel Data solving and how is that benefiting you?** What I like and help is that it unifies all the information and the sample in a way that allows projects to be carried out much faster, in addition to how much with even automated functions, it allows that when migrating information it is not affected ### 18. Observability tool designed perfectly for organizations in data **Rating:** 4.5/5.0 stars **Reviewed by:** ronald b. | Project Manager, Enterprise (> 1000 emp.) **Reviewed Date:** March 07, 2023 **What do you like best about Unravel Data?** I like this wonderful tool because it allows you to observe data, carefully designed to have organizations based on data in a simple way, allowing data teams to successfully optimize, and be able to solve any problems that may arise, radically transforms the way in which companies understand and optimize the performance and cost of your applications from any modern data **What do you dislike about Unravel Data?** I do not dislike this tool at all because I am an excellent developer of any data operations platform to obtain excellent results within your company, allowing you to optimize to solve any problem **What problems is Unravel Data solving and how is that benefiting you?** This tool is the developer of an excellent all-data trading platform designed to provide greater, more complete visibility and better AI-powered targeting for large enterprises, radically simplifying the way it is delivered drives better, more reliable performance. optimal in any of the applications, the way to understand companies how to optimize the best performance and the best cost of their modern data applications ### 19. A service in the cloud for good management and visualization of the data **Rating:** 4.5/5.0 stars **Reviewed by:** orlando o. | Salesforce Developer, Enterprise (> 1000 emp.) **Reviewed Date:** March 15, 2023 **What do you like best about Unravel Data?** I like it because it is one of the data visualization systems that integrates the efficiency of artificial intelligence with accessibility, helping to manage business data for greater strategic plans and reducing the analysis time required to create projects due to large volumes. of information that an organization can store for years and more if they are large. In addition, this tool allows each data to be categorized so that it is even easier to visualize **What do you dislike about Unravel Data?** I have not presented problems with the functions of this tool, professionally I consider that despite not being one of the best known, its functions are one of the easiest to use **What problems is Unravel Data solving and how is that benefiting you?** Large brands implement this system to manage and display data from both customers and partners, it is one of the systems that help to group existing data with the help of advanced technology for better operations. ### 20. Data management with better visualization **Rating:** 4.5/5.0 stars **Reviewed by:** Giovanni C. | Customer Services, Enterprise (> 1000 emp.) **Reviewed Date:** March 21, 2023 **What do you like best about Unravel Data?** It is a tool that in areas, including finance, is important, as with visualizations on each area, especially when taking into account the expenses that bad management entails, with this tool it is much easier to specify where the failures are or even power knowing which areas have consumed the most capital, understands that the important thing is to work with complete visualization in each area **What do you dislike about Unravel Data?** Understands and is capable of identifying processes thanks to the integration with AI this system is not a professional or organizational burden, it seemed quite complete to me **What problems is Unravel Data solving and how is that benefiting you?** It allows you to know where you are investing more to know if these investments have been necessary or have been worth it, it is not a complex system, on the contrary, as it is with AI, the functions tend to be faster ### 21. Unravel Data **Rating:** 4.5/5.0 stars **Reviewed by:** Sanya S. | Chief Executive Officer, Small-Business (50 or fewer emp.) **Reviewed Date:** May 29, 2023 **What do you like best about Unravel Data?** Unravel Data provides a full stack observability platform which helps data-driven organizations maximize business value from data. Also, it uses AI to provide insights into the the data stack. **What do you dislike about Unravel Data?** The price of Unravel data is high for many small organizations. Als, the user interface is difficult to understand and use it. Many features like end-to-end visibility across all data is not available. **What problems is Unravel Data solving and how is that benefiting you?** As Unravel data provides visibility into all aspects of data stack, this allows data teams to quickly identify and troubleshoot issues, optimize performance. It is easy to use and deployed in minutes. ### 22. Unravels comprehensive monitoring and management tools for the system performance **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** October 12, 2023 **What do you like best about Unravel Data?** User friendly web interface, fast responding customer support **What do you dislike about Unravel Data?** Hbase and Kafka monitoring limitations. Would be good if that is implemented **What problems is Unravel Data solving and how is that benefiting you?** Troubleshooting critical applications ### 23. Impeccable monitoring and optimization tool **Rating:** 3.5/5.0 stars **Reviewed by:** Nishant B. | Data Scientist-I, Mid-Market (51-1000 emp.) **Reviewed Date:** March 19, 2023 **What do you like best about Unravel Data?** Easy-to-use interface, quick integration, metadata management, automation, and resource optimization for spark jobs with suggestions and recommendations to make life easier. **What do you dislike about Unravel Data?** It is too early to say what to dislike about Unravel Data, but still, it lacks certain documentation and community to solve custom things to build upon, but seeing the progress of the tool it is going to get better over time. **What problems is Unravel Data solving and how is that benefiting you?** As I run more than 20 pipelines a day, handling more than 80 TB of data with big spark clusters, it is easier for me to see the data flow and consumption of spark cluster to optimize for cost. ### 24. Unravel Data: A combination of Observability, Intelligence and Automation **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** April 20, 2023 **What do you like best about Unravel Data?** It can handle huge data, and can easily find the problem which will cause issue. Automated analysis using AI/ ML Algorithms is very good. Setting up alerts is made easy. **What do you dislike about Unravel Data?** No dislikes in this tool till now, all the features work as it is supposed to work. **What problems is Unravel Data solving and how is that benefiting you?** Using Unravel Data for Data Monitoring and observability, it will find the data issues in the early stage. With the analysis and data visualization features we can know what to do in the future. ### 25. G2 review VT **Rating:** 3.0/5.0 stars **Reviewed by:** Varsha T. | Senior Principal Consultant, Enterprise (> 1000 emp.) **Reviewed Date:** March 01, 2023 **What do you like best about Unravel Data?** One platform to improve performance and it use uthenticated data **What do you dislike about Unravel Data?** High funding requirements and it is costly platform **What problems is Unravel Data solving and how is that benefiting you?** Performance management and AwS monitoring ### 26. Excellent platform available in the market as of now. **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Entertainment | Enterprise (> 1000 emp.) **Reviewed Date:** April 04, 2023 **What do you like best about Unravel Data?** Smart cost Optimisation Faster pipelines execution Driving value form Morden data **What do you dislike about Unravel Data?** No dislike as of now, works the way it is designed. **What problems is Unravel Data solving and how is that benefiting you?** Analyses the insights from the data. Efficient metadata collection Maximising business value ### 27. Best tool for Spark cluster analysis **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Logistics and Supply Chain | Enterprise (> 1000 emp.) **Reviewed Date:** July 06, 2022 **What do you like best about Unravel Data?** Unravel Data is used for its recommendation engine to optimize the cost of data bricks clusters. It provides the details to understand the issues within the spark code such as bad joins, bottlenecks, skewness, data spills. Also, it stores all the logs for the job, and interactive cluster and provides the job run details cost, execution time, run time and other metrics. **What do you dislike about Unravel Data?** Unravel doesn`t show all the recommendations correctly especially when you have to scale down the spark cluster. Also, the cost provided by Unravel doesn`t include the discounts provided by a cloud vendor to the companies. **Recommendations to others considering Unravel Data:** Good tool to monitor the performance of spark jobs and save cost **What problems is Unravel Data solving and how is that benefiting you?** Unravel helped us to under the spark code bottlenecks and its recommendation help us to understand what were the issues in the clusters, configurations and code. It helped to save the cluster cost by 30% implementing some of its recommendation on data spills, downgrade the cluster. ### 28. Best tool for Performance Monitor **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Logistics and Supply Chain | Enterprise (> 1000 emp.) **Reviewed Date:** July 11, 2022 **What do you like best about Unravel Data?** Unravel tools provide the recommendation for your databricks cluster used for the daily workload. It provides information on the job run logs, the cost of each job, the configuration of jobs, and events logs. Its spark recommendation under the analysis tab is useful to save the cluster cost, downgrade the cluster, and resolve the issues like data spills, bad joins and others. **What do you dislike about Unravel Data?** Unravel has limited documentation available on the internet, it's a new tool so it takes time to understand the insights provided. Also, some time recommendation provided doesn`t work for the downgrade of the cluster. **Recommendations to others considering Unravel Data:** good tool to save the cost on spark clusters **What problems is Unravel Data solving and how is that benefiting you?** Unravel help us to save the cost of databricks cluster by 50%, recommendation such as downgrading the cluster, handling the data spills, and finding the issues in the spark code helps to directly save the costs. ### 29. Very Good Tool for monitoring and budgeting Cloud Service **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Logistics and Supply Chain | Enterprise (> 1000 emp.) **Reviewed Date:** July 18, 2022 **What do you like best about Unravel Data?** Unravel is a very good platform for monitoring and optimizing cloud service. We use this platform for monitoring the DataBricks service. This tool record all the logs and shows them on the dashboard. This Platform also recommends optimization ways like cluster optimization and code optimization. We can also set up a budget for cloud service and set the alert if any service utilized over budget. **What do you dislike about Unravel Data?** Sometimes dashboard loads slowly but it can be slove by increasing the size of VM **What problems is Unravel Data solving and how is that benefiting you?** Unravel solve many problems related to cost optimization and code optimization. It gives recommendations of which cluster we need to choose in DataBrick for running notebooks. It also gives the option to set up a budget for cloud service and an alert mechanism if any service crosses the set budget. ### 30. Good for Cloud **Rating:** 4.0/5.0 stars **Reviewed by:** Sunmy P. | P, Enterprise (> 1000 emp.) **Reviewed Date:** July 19, 2022 **What do you like best about Unravel Data?** Costs are lower compared to others. Best is that we migrate to Cloud without any hesitations. Accurate decisions can be taken at right times. Exact spending is also done. **What do you dislike about Unravel Data?** Sometimes validations gets failed and we needs to reupload it. Investment costs seems to be higher. Sometimes response time gets higher (may be due to low bandwitdh) **What problems is Unravel Data solving and how is that benefiting you?** Helped it in automation. The hybrid cloud environments have come up which helps colleages to inter transfer data. Also due high speed transfers to Response Time is saved! ### 31. Good tool provides comprehensive metrics of all of the Hadoop jobs **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Banking | Enterprise (> 1000 emp.) **Reviewed Date:** August 03, 2022 **What do you like best about Unravel Data?** In addition of the individual jobs, such as Spark, Impala, Hive, I like the reports that provide high level view of the jobs in a given cluster, such as small file report, top X job reports, etc. **What do you dislike about Unravel Data?** There are still issues in terms of missing certain type of jobs somet times, such Impala metrtics, still have Small Files report not right. We are in the process of upgrading to the Unvavle v4.7.x and and the processes seems to be slow **What problems is Unravel Data solving and how is that benefiting you?** Provide the true state of the Hadoop jobs and give us time to look at the issues. Another benefit is to provide the chance to review the application testing jobs in QA before production implementations. ### 32. Best tool for spark Performance monitor **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Automotive | Small-Business (50 or fewer emp.) **Reviewed Date:** July 23, 2022 **What do you like best about Unravel Data?** Unravel helps to analyze the spark jobs ran over a period of time. It has features to monitor the spark bottlenecks, bad joins, spillings , shuffling. It recommendition helps to save cost by fixing the issues, downgrading the driver or workers. **What do you dislike about Unravel Data?** Tool has limited information on the job level, search is not so good to find the jobs, spark analysis tab sometime doesnt gives any tips through your spark job is taking lot of time. **What problems is Unravel Data solving and how is that benefiting you?** Unravel helped us to save the databricks cluster cost, fix the bad jobs in the code, almost 40% of the cost is reduced only by changing the cluster type and downgrading the clusters. ### 33. Useful tool for optimisation **Rating:** 4.0/5.0 stars **Reviewed by:** Vaibhav K. | Senior Member Of Technical Staff, Enterprise (> 1000 emp.) **Reviewed Date:** June 22, 2022 **What do you like best about Unravel Data?** * visual representation, graphs, reports, dashboard helps a lot to get detail analysis and draw conclusion from data. * AI-enabled optimization is one of the best in class. **What do you dislike about Unravel Data?** Since its a less used product, documentation and help is not easily available over the internet. Some performance issues when data is huge. **What problems is Unravel Data solving and how is that benefiting you?** It helps in measuring different matrices for the container-based micro-services. ### 34. Good Data Tool **Rating:** 4.0/5.0 stars **Reviewed by:** Puvvada Venkata Kalyan P. | R & D Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** May 17, 2022 **What do you like best about Unravel Data?** They have excellent solutions to the modern-day problem of managing vast amounts of data which needs enormous storage as well as difficult to manage. **What do you dislike about Unravel Data?** Their products are not known to many people and their usage is less. **What problems is Unravel Data solving and how is that benefiting you?** Managing huge chunks of sample data, and efficient ways of cloud optimization to use the data. ### 35. Excellent Product **Rating:** 4.5/5.0 stars **Reviewed by:** Ashish S. | Product Manager, Enterprise (> 1000 emp.) **Reviewed Date:** June 01, 2022 **What do you like best about Unravel Data?** handles all major cloud platforms,AI enabled optimization **What do you dislike about Unravel Data?** needs a learning curve to fully understand all features being offered and applied in real-life scenarios. **What problems is Unravel Data solving and how is that benefiting you?** helping in cloud migration between different cloud platforms. ### 36. Useful insights to help optimize **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Telecommunications | Enterprise (> 1000 emp.) **Reviewed Date:** May 17, 2022 **What do you like best about Unravel Data?** The dashboards, reports, visual representations are very useful to understand the bottlenecks of performance. **What do you dislike about Unravel Data?** nothing of note. sometimes it can get overwhelming with too much data, but thats a good thing! **What problems is Unravel Data solving and how is that benefiting you?** -To analyze apps/containers that consume too much resources/memory -Time savings and more efficient ways to increase performance of the system. ## Unravel Data Discussions - [What is Unravel Data used for?](https://www.g2.com/discussions/what-is-unravel-data-used-for) - [View Unravel Data pricing details and edition comparison](https://www.g2.com/products/unravel-data/reviews?section=pricing&secure%5Bexpires_at%5D=2026-07-14+21%3A02%3A44+-0500&secure%5Bsession_id%5D=decdd33d-a9a5-4bc1-8463-2a505298f72d&secure%5Btoken%5D=ab8aad0cb19cf698ba1a81b83e3ba2775977fecbdb40d0e2b546fb7daebdde1f&format=llm_user) ## Unravel Data Integrations - [Azure Databricks](https://www.g2.com/products/azure-databricks/reviews) ## Unravel Data Features **Operations** - Scheduling - Automation - Multi-Cloud Management - Usage Monitoring **Functionality** - Monitoring - Alerting - Logging - Response Time - Reporting - Data Visualization **Functionality** - Cloud Consolidation - Cloud Orchestration - Cloud Optimization **Assessment ** - IT Infrastructure - Cost Benefit - Applications **Monitoring** - Performance Baselines - Performance Analysis - Performance Monitoring - AI/ML Assistance - Multi-System Monitoring **Data Management** - Data Integration - Metadata - Self-service - Automated workflows **Functionality** - Real-time Analytics - Data quality monitoring - Automation - End to End visiblity **Agentic AI - DataOps Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Decision Making **Cost Optimization** - Spend Forecasting and Optimization - Recommendations - Spend Tracking **Management** - Cloud Cost Analytics - Cloud Security - Cloud Resource Management - Cloud Backup and Recovery **Response** - Dashboards and Visualization - Incident Alerting - Root Cause Analysis (RCA) **Analytics** - Analytics capabilities - Dasboard visualizations **Management** - Anomaly identification - Single pane view - Real-time alerts - Data lineage - Integrations **Agentic AI - Database Monitoring** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Administration** - Reporting - Dashboards and Visualizations - Compliance **Monitoring and Management** - Data Observability - Testing capabilities **Generative AI** - AI Text Generation **Agentic AI - Cloud Management Platforms** - Autonomous Task Execution - Cross-system Integration - Decision Making **Agentic AI - Application Performance Monitoring (APM)** - Autonomous Task Execution - Cross-system Integration - Adaptive Learning - Proactive Assistance - Decision Making **Cloud Deployment** - Hybrid cloud support - Cloud migration capabilities **Agentic AI - Cloud Cost Management** - Autonomous Task Execution - Proactive Assistance - Decision Making **Agentic AI - Data Observability** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Natural Language Interaction - Proactive Assistance **Generative AI** - AI Text Generation - AI Text Summarization **Performance** - Second by Second Metrics **Functionality** - Synthetic Monitoring - Cloud Observability ## Top Unravel Data Alternatives - [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews) - 4.3/5.0 (527 reviews) - [Dynatrace](https://www.g2.com/products/dynatrace/reviews) - 4.5/5.0 (1,232 reviews) - [Datadog](https://www.g2.com/products/datadog/reviews) - 4.4/5.0 (713 reviews)