--- 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 Reviews & Product Details Claimed ###### Profile Status This profile is currently managed by Unravel Data but has limited features. Are you part of the Unravel Data team? [Upgrade your plan](https://sell.g2.com) to enhance your branding and engage with visitors to your profile! 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. * * * Seller [Unravel Data](https://www.g2.com/sellers/unravel-data) Discussions [Unravel Data Community](https://www.g2.com/products/unravel-data/discuss) Solution Type All-in-One Overview by Michelle LaVery (Director, Marketing Operations at Unravel Data) Show More ## Value at a Glance Averages based on real user reviews. ### Perceived Cost $$$$$ [ View More Pricing Information ](https://www.g2.com/products/unravel-data/pricing) ## Top-Rated Alternatives [ ![Monte Carlo](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Monte Carlo") Monte Carlo 4.3/5(536) ](https://www.g2.com/products/monte-carlo/reviews) [ ![Dynatrace](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Dynatrace") Dynatrace 4.5/5(1,366) ](https://www.g2.com/products/dynatrace/reviews) [ ![Datadog](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Datadog") Datadog 4.4/5(726) ](https://www.g2.com/products/datadog/reviews) [ View All Alternatives ](https://www.g2.com/products/unravel-data/competitors/alternatives) ## User Insights Average based on 36 real user reviews. Perceived Cost $$$$$ [Log in to unlock pricing and user insights](/login) ## Unravel Data Integrations (1) What do users say about integrations? Integration information sourced from real user reviews. [ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Azure Databricks ](https://www.g2.com/products/azure-databricks/reviews) Show More ![Verified User in Banking](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Banking") CB Verified User in Banking Enterprise (\> 1000 emp.) 8/3/2022 "Good tool provides comprehensive metrics of all of the Hadoop jobs" 4/5 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. Review collected by and hosted on G2.com. 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 Review collected by and hosted on G2.com. 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. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![Verified User in Automotive](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Automotive") UA Verified User in Automotive Small-Business (50 or fewer emp.) 7/23/2022 "Best tool for spark Performance monitor" 4.5/5 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. Review collected by and hosted on G2.com. 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. Review collected by and hosted on G2.com. 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. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Vaibhav K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Vaibhav K.") VK Vaibhav K. Senior Member Of Technical Staff Enterprise (\> 1000 emp.) 6/22/2022 "Useful tool for optimisation" 4/5 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. Review collected by and hosted on G2.com. 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. Review collected by and hosted on G2.com. What problems is Unravel Data solving and how is that benefiting you? It helps in measuring different matrices for the container-based micro-services. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Puvvada Venkata Kalyan P.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Puvvada Venkata Kalyan P.") PP Puvvada Venkata Kalyan P. R & D Engineer Small-Business (50 or fewer emp.) 5/17/2022 "Good Data Tool" 4/5 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. Review collected by and hosted on G2.com. What do you dislike about Unravel Data? Their products are not known to many people and their usage is less. Review collected by and hosted on G2.com. 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. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite AS Ashish S. Product Manager Enterprise (\> 1000 emp.) 6/1/2022 "Excellent Product" 4.5/5 What do you like best about Unravel Data? handles all major cloud platforms,AI enabled optimization Review collected by and hosted on G2.com. What do you dislike about Unravel Data? needs a learning curve to fully understand all features being offered and applied in real-life scenarios. Review collected by and hosted on G2.com. What problems is Unravel Data solving and how is that benefiting you? helping in cloud migration between different cloud platforms. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Telecommunications](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Telecommunications") IT Verified User in Telecommunications Enterprise (\> 1000 emp.) 5/17/2022 "Useful insights to help optimize" 4.5/5 What do you like best about Unravel Data? The dashboards, reports, visual representations are very useful to understand the bottlenecks of performance. Review collected by and hosted on G2.com. What do you dislike about Unravel Data? nothing of note. sometimes it can get overwhelming with too much data, but thats a good thing! Review collected by and hosted on G2.com. 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. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ## Questions about Unravel Data? Ask real users or explore answers from the community Get practical answers, real workflows, and honest pros and cons from the G2 community or share your insights. [ Ask about Unravel Data ](https://www.g2.com/products/unravel-data/discussions/new) GU Guest User What is Unravel Data used for? 0 Upvotes 0 [ Join the conversation ](https://www.g2.com/discussions/what-is-unravel-data-used-for) [ View all Discussions ](https://www.g2.com/products/unravel-data/discuss) ##### Pricing Pricing details for this product isn’t currently available. Visit the vendor’s website to learn more. [ View More Pricing Information ](https://www.g2.com/products/unravel-data/pricing) Unravel Data Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_36a1f1696ed5c419bd7d0a778f5453fc/acceldata.jpg "Product Avatar Image") Acceldata 4.4/5(56) [ Compare Now ](https://www.g2.com/compare/acceldata-vs-unravel-data) ##### ##### Unravel Data Features Functionality Cloud Observability Real-time Analytics Data quality monitoring Management Anomaly identification Single pane view Real-time alerts Monitoring Transaction Monitoring Response Dashboards and Visualization Incident Alerting Root Cause Analysis (RCA) [ View More Features ](https://www.g2.com/products/unravel-data/features) ##### Categories on G2 [Application Performance Monitoring (APM)](https://www.g2.com/categories/application-performance-monitoring-apm)[Database Monitoring](https://www.g2.com/categories/database-monitoring)[Cloud Management Platforms](https://www.g2.com/categories/cloud-management-platforms) [Application Performance Monitoring (APM)](https://www.g2.com/categories/application-performance-monitoring-apm)[Database Monitoring](https://www.g2.com/categories/database-monitoring)[Cloud Management Platforms](https://www.g2.com/categories/cloud-management-platforms)[Cloud Cost Management](https://www.g2.com/categories/cloud-cost-management)[DataOps Platforms](https://www.g2.com/categories/dataops-platforms)[Data Observability](https://www.g2.com/categories/data-observability)[Cloud Migration Assessment Tools](https://www.g2.com/categories/cloud-migration-assessment-tools) [Show MoreShow Less](javascript:void(0);) ##### Explore More [What employee recognition software works for a mid-size company that needs peer-to-peer recognition across multiple departments?](https://www.g2.com/discussions/what-employee-recognition-software-works-for-a-mid-size-company-that-needs-peer-to-peer-recognition-across-multiple-departments)[Recommended affiliate program management software](https://www.g2.com/discussions/recommended-affiliate-program-management-software)[Best customer service software for my tech company](https://www.g2.com/discussions/what-s-the-best-customer-service-software-for-my-tech-company) [What's the best WYSIWYG editor for teams collaborating on marketing pages?](https://www.g2.com/discussions/what-s-the-best-wysiwyg-editor-for-teams-collaborating-on-marketing-pages)[What are the most trusted Autodesk Construction Cloud integration partners by project managers across construction and architecture teams based on user reviews?](https://www.g2.com/discussions/what-are-the-most-trusted-autodesk-construction-cloud-integration-partners-by-project-managers-across-construction-and-architecture-teams-based-on-user-reviews)[Pros and Cons Details](https://www.g2.com/products/unravel-data/reviews?qs=pros-and-cons) [Show MoreShow Less](javascript:void(0);)