--- title: Apache Ambari Reviews meta_title: 'Apache Ambari Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 23 reviews by the users' company size, role or industry to find out how Apache Ambari works for a business like yours. aggregate_rating: rating_value: 4.1 review_count: 23 scale: '5' date_modified: '2026-05-24' parent_category: name: Big Data url: https://www.g2.com/categories/big-data --- # Apache Ambari Reviews **Vendor:** The Apache Software Foundation **Category:** [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution) **Average Rating:** 4.1/5.0 **Total Reviews:** 23 ## About Apache Ambari Apache Ambari is a software project designed to enable system administrators to provision, manage and monitor a Hadoop cluster, and also to integrate Hadoop with the existing enterprise infrastructure. ## Apache Ambari Reviews ### 1. Great tool for Managing distribution of Hadoop **Rating:** 3.5/5.0 stars **Reviewed by:** Deepak M. | Database Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** December 03, 2021 **What do you like best about Apache Ambari?** Ambari is an open-source tool of Apache foundation which makes life easy for the Administrator to install, Provision, and Manage a Hadoop cluster. If you want to avoid scripting for installation then its a must go to tool for Hadoop installation. **What do you dislike about Apache Ambari?** The Amari has limited features. It is so much it could be done with an Ambari since its an open-source. I would say not a great tool for monitoring and doesn't have many rich features. **Recommendations to others considering Apache Ambari:** If you are looking for a Hadoop stack installation free of cost then you can go for this tool without burning your pockets. Since Clouder and HortonWorks are out of the market. This can be used. **What problems is Apache Ambari solving and how is that benefiting you?** We use it for Hadoop stack installation. Adding of Nodes, Restart of Services, and to have a glance of Overview of the Hadoop metrics. It's easy to make the configuration changes and deploy in all the nodes in the cluster and also it helps to avoid manual task or scripting ### 2. Able but not robust **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Utilities | Enterprise (> 1000 emp.) **Reviewed Date:** July 20, 2022 **What do you like best about Apache Ambari?** Relational DB quick glance. Hive & Tez View **What do you dislike about Apache Ambari?** Slow response rate when users start firing their queries. **What problems is Apache Ambari solving and how is that benefiting you?** To query big data databases off datalake. The time feature can be improved estimating how long it would take to finish the query ### 3. Awesome **Rating:** 5.0/5.0 stars **Reviewed by:** Alampally V. | Software Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** December 21, 2020 **What do you like best about Apache Ambari?** Ambari helps in getting a high level view of the cluster. It's more intuitive interface.The tool is very customizable and easy to understand. Also dashboards are cool. **What do you dislike about Apache Ambari?** Ambari should provide info regarding which node is Master among all zookeepers.It doesn't monitor space of servers **Recommendations to others considering Apache Ambari:** If you are looking for a consistent interface to implement Hadoop based solutions ,Ambari is what you are looking for.. **What problems is Apache Ambari solving and how is that benefiting you?** I work on Hadoop clusters and use Ambari views to access data.Also Ambari helps in monitoring clusters so that we achieve high availability ### 4. Would recommend if you are towards BigData **Rating:** 4.5/5.0 stars **Reviewed by:** Minhaj B. | Senior Technical Systems Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** December 20, 2020 **What do you like best about Apache Ambari?** I am using it as GUI for Hadoop file system on my server and it has made my life really easy. I can use this instead of Unix, to navigate through the different Hadoop folders across different environments, and it provides enhanced view of list of files. It also allows me upload files to the Hadoop locations without any hassle. This way I can easily delete, download, modify, upload files to hadoop. **What do you dislike about Apache Ambari?** Didn’t see anything in particular till date. **Recommendations to others considering Apache Ambari:** If you want to provide easy access of Hadoop file system to all the teams across your project (technical and non-technical), then you should definitely consider using Ambari. The GUI is very easy and doesn’t take a lot of learning to leverage it. Once you try it, you won’t think of moving away from it. **What problems is Apache Ambari solving and how is that benefiting you?** Right now I am using it as view for my Hadoop file system. One of the benefits that I am getting is, even the non-technical team members are easily able to access this GUI and make changes to the files. This would not be possible for non-technical (BA/Product owners) team otherwise, because they don’t know Unix. ### 5. Great web UI for hadoop **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Marketing and Advertising | Enterprise (> 1000 emp.) **Reviewed Date:** November 22, 2019 **What do you like best about Apache Ambari?** This tool is very customizable and easy for all levels of users to understand. **What do you dislike about Apache Ambari?** Sometimes security setup can be a challenge. **What problems is Apache Ambari solving and how is that benefiting you?** Management of cluster, use ambari views to access data. ### 6. Data Engineer **Rating:** 4.5/5.0 stars **Reviewed by:** Sadique M. | Sr. BigData Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** December 01, 2020 **What do you like best about Apache Ambari?** managing services under one roof. Easy to monitor and troubleshooting if any services is down. **What do you dislike about Apache Ambari?** GUI can be more good in display and right side of display can be more vibrant and rich in text. **What problems is Apache Ambari solving and how is that benefiting you?** Mostly cluster related issue and services. Ambari have many benefits. Can access all the services via GUI and test the data and implementation. ### 7. Great for overall management of cluster **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Banking | Small-Business (50 or fewer emp.) **Reviewed Date:** December 04, 2020 **What do you like best about Apache Ambari?** A single place to veiw all your services installed and managed. You can Crete your own tiles in the dashboard to see the memory usage clusters instead of going inside individual services. **What do you dislike about Apache Ambari?** An sso for the services could be much better instead of different access for other services for yarn like other services. Also the size of the tile needs to be increased for better visibility **Recommendations to others considering Apache Ambari:** A single place to see all the service installed and managing your Cluster in one place **What problems is Apache Ambari solving and how is that benefiting you?** If any jobs running for long time, we can login to see in ambari whether the cluster is busy with any other process. It's also the one place to see all of your services and you can just restart just with click ### 8. I work as a HDF Admin, ambari been critical tool and essential for every Hadoop Administrator. **Rating:** 5.0/5.0 stars **Reviewed by:** Mohammad A. | Hadoop Admin , Enterprise (> 1000 emp.) **Reviewed Date:** December 24, 2020 **What do you like best about Apache Ambari?** User interface and ability to add new services seems much faster than other tools, it has Ranger integrated and been one of the best thing I like. **What do you dislike about Apache Ambari?** Basically there are no much about it, but ambari metrics could've been more visualisation. **What problems is Apache Ambari solving and how is that benefiting you?** Managing cluster logs and able to find out issues from ambari. Been able to change configuration from Ambari for services like kerberos. ### 9. A better tool to maintain & manage most of Hadoop services **Rating:** 5.0/5.0 stars **Reviewed by:** Lakshmi Narayana J. | Senior Hadoop Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** January 12, 2021 **What do you like best about Apache Ambari?** The UI and commands it offers has no limit to automate installation,configuration, patching and maintenance **What do you dislike about Apache Ambari?** There’s not a single flaw identified in my experience **Recommendations to others considering Apache Ambari:** The best tool if you want to manage various Hadoop services. One can make work life easier **What problems is Apache Ambari solving and how is that benefiting you?** To install patches, manage lifecycle of Hadoop services, monitoring and access provisioning ### 10. User Friendly **Rating:** 4.5/5.0 stars **Reviewed by:** Rahul S. | Senior Big Data Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** December 20, 2020 **What do you like best about Apache Ambari?** It's UI, which show all necessary details in one dashboard without creating any hoax among users **What do you dislike about Apache Ambari?** Didn't find anything yet but will let know in case I found anything which team can work to serve it better **What problems is Apache Ambari solving and how is that benefiting you?** Hadoop Cluster Health monitoring ### 11. Very good for beginning and learning hadoop monitoring **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) **Reviewed Date:** December 24, 2020 **What do you like best about Apache Ambari?** separate tab for all services and great monitoring graphs **What do you dislike about Apache Ambari?** ambari agent can be more flexible and robust **What problems is Apache Ambari solving and how is that benefiting you?** Hadoop Administration, downscaling, upscaling. Monitoring.Cluster enhancement. Debugging of jobs and their tuning along with the integration with YARN and other databases ### 12. Apache Ambari **Rating:** 3.0/5.0 stars **Reviewed by:** Naresh B. | Big Data Developer | Data Engineer | NLP Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** December 02, 2020 **What do you like best about Apache Ambari?** Better monitoring Cluster management Reports can help for machine learning models **What do you dislike about Apache Ambari?** No GUI for querying in 3.x versions, difficult to query via Putty **What problems is Apache Ambari solving and how is that benefiting you?** Cluster issues can be reduced and properly managed which didn’t find in other monitoring tools ### 13. Easy to manage big data ecosystems **Rating:** 3.5/5.0 stars **Reviewed by:** Kien H. | Data Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** December 04, 2020 **What do you like best about Apache Ambari?** good choice for who dont have skill in install system **What do you dislike about Apache Ambari?** hard to integrate with other system which is not in install pack **Recommendations to others considering Apache Ambari:** helpful **What problems is Apache Ambari solving and how is that benefiting you?** intergrate with airflow but didn't success ### 14. Hadoop is very difficult to manage and with Apache ambari , we can easily manage,monitor the system **Rating:** 4.0/5.0 stars **Reviewed by:** Saurabh K. | Associate Software Developer, Mid-Market (51-1000 emp.) **Reviewed Date:** December 03, 2020 **What do you like best about Apache Ambari?** Its user interface, beautiful interface. **What do you dislike about Apache Ambari?** Presto and other like tools are not present. **Recommendations to others considering Apache Ambari:** Best tool for managing cluster of Hadoop. **What problems is Apache Ambari solving and how is that benefiting you?** For managing the hadoop system. ### 15. One console , One View to your Cluster **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Telecommunications | Small-Business (50 or fewer emp.) **Reviewed Date:** December 23, 2020 **What do you like best about Apache Ambari?** Easy configuration Management, Access Control, Single Interface to manage all components . **What do you dislike about Apache Ambari?** Agent sometimes has to be restarted to see latest update . Installation of package is issue sometimes. **What problems is Apache Ambari solving and how is that benefiting you?** Restarting of components and decommissioning .Most of options are self explanatory ### 16. A very good GUI based tool to manage your Hadoop Cluster **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** December 15, 2020 **What do you like best about Apache Ambari?** One could easily manage and see the working of their Hadoop cluster. **What do you dislike about Apache Ambari?** Didn't had anything to dislike but yes the GUI can be improved to make it more interactive. **What problems is Apache Ambari solving and how is that benefiting you?** Basically managing and seeing if all the nodes in my Hadoop cluster are working fine. ### 17. Hadoop Administrator/Consultant **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Telecommunications | Small-Business (50 or fewer emp.) **Reviewed Date:** December 01, 2020 **What do you like best about Apache Ambari?** Apache ambari provides an efficient tool to administer and support Hadoop cluster with ease. **What do you dislike about Apache Ambari?** Apache ambari UI could be made more rich with added features **Recommendations to others considering Apache Ambari:** Good tool to handle large clusters and easy to use **What problems is Apache Ambari solving and how is that benefiting you?** Apache ambari helps us manage our datalake based on Hadoop with ease. ### 18. Why Ambari **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** December 22, 2020 **What do you like best about Apache Ambari?** Good gui good console good helper good interface **What do you dislike about Apache Ambari?** For me it's good in general but if there is light version for using in regular pcs **Recommendations to others considering Apache Ambari:** Good manager for big data **What problems is Apache Ambari solving and how is that benefiting you?** Hadoop and related systems ### 19. Tech savvy for the decade is Apache Ambari **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Retail | Enterprise (> 1000 emp.) **Reviewed Date:** November 24, 2020 **What do you like best about Apache Ambari?** The UI experience plays an important highlight **What do you dislike about Apache Ambari?** The UX could be of much better than now. **What problems is Apache Ambari solving and how is that benefiting you?** Being a Hadoop administrator I used all the services in ambari ### 20. Ambari - aging, but still gets the job done. **Rating:** 3.5/5.0 stars **Reviewed by:** Jonas B. | Had of Presales Engineering, Enterprise (> 1000 emp.) **Reviewed Date:** June 04, 2019 **What do you like best about Apache Ambari?** Ambari is a more or less intuitive interface for Hadoop & friends. The ability to get a high level view of what your cluster is doing and have a consistent interface for managing it is pretty nice - especially if you have ever tried to run hadoop without ambari! **What do you dislike about Apache Ambari?** Unfortunately, Ambari is showing some age. It is still focused primarily on HDFS and YARN/MR over the many many other aspects of "hadoop" these days (especially spark). The interfaces are spotty sometimes - not all work well, and occasionally they don't respond as expected. **Recommendations to others considering Apache Ambari:** Consider whether you need enterprise support for Ambari. If so, you may want to get your hadoop from a provider or integrator. **What problems is Apache Ambari solving and how is that benefiting you?** I implement hadoop for clients. Or design hadoop based solutions. Having a consistent interface is extremely helpful. Moreover, ambari blueprints enable building consistent clusters over and over. ### 21. Ambari user **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Insurance | Enterprise (> 1000 emp.) **Reviewed Date:** March 04, 2019 **What do you like best about Apache Ambari?** Its ease of use .You can be a normal business user. **What do you dislike about Apache Ambari?** its sometimes slow and freezes and have frequent outages **Recommendations to others considering Apache Ambari:** this is a good GUI for the people with SQL knowledge and experience. **What problems is Apache Ambari solving and how is that benefiting you?** A simple business user can write queries and view data without having any big data experience. ### 22. Amazing tool for maintaining and monitoring hadoop systems **Rating:** 4.0/5.0 stars **Reviewed by:** Bharath Reddy B. | Senior Software Design Engineer, Computer Software, Enterprise (> 1000 emp.) **Reviewed Date:** June 02, 2018 **What do you like best about Apache Ambari?** Dashboards for health and status of the system **What do you dislike about Apache Ambari?** I wish provisioning was much more flexible and has more options **What problems is Apache Ambari solving and how is that benefiting you?** REST API's are a great thing for ambari and make it easy to manage cluster on the fly ### 23. Monitoring made easy **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Telecommunications | Mid-Market (51-1000 emp.) **Reviewed Date:** July 07, 2018 **What do you like best about Apache Ambari?** Ambari helps us in Monitoring of our servers clusters, It is very easy to use as compared to others. Installing and maintenance are easy. **What do you dislike about Apache Ambari?** doesn't have options to restart systems properly and needs high connectivity for all servers. easily goes down when connectivity is low. **What problems is Apache Ambari solving and how is that benefiting you?** monitor space of servers and also notify helth of server ## Apache Ambari Discussions - [Ambari is a more or less intuitive interface for Hadoop & friends. The ability to get a high level view of what your cluster is doing and have a consistent interface for managing it is pretty nice - especially if you have ever tried to run hadoop without](https://www.g2.com/discussions/35217-ambari-is-a-more-or-less-intuitive-interface-for-hadoop-friends-the-ability-to-get-a-high-level-view-of-what-your-cluster-is-doing-and-have-a-consistent-interface-for-managing-it-is-pretty-nice-especially-if-you-have-ever-tried-to-run-hadoop-without) - 1 upvote - [View Apache Ambari pricing details and edition comparison](https://www.g2.com/products/apache-ambari/reviews?section=pricing&secure%5Bexpires_at%5D=2026-06-25+18%3A32%3A13+-0500&secure%5Bsession_id%5D=3a8e40e5-f443-4f3b-8e7f-8ed01499a808&secure%5Btoken%5D=1d744fec2d81c1c0427e80cbdf66d8eeecfdfcc21517c0f8870905c7bb9c0ee2&format=llm_user) ## Apache Ambari Features **Database** - Real-Time Data Collection - Data Distribution - Data Lake **Integrations** - Hadoop Integration - Spark Integration **Platform** - Machine Scaling - Data Preparation - Spark Integration **Processing** - Cloud Processing - Workload Processing **Building Reports** - Data Transformation - Data Modeling - WYSIWYG Report Design - Integration APIs **Platform** - Mobile User Support - Customization - User, Role, and Access Management - Internationalization - Sandbox / Test Environments - Performance and Reliability - Breadth of Partner Applications ## Top Apache Ambari Alternatives - [Databricks](https://www.g2.com/products/databricks/reviews) - 4.6/5.0 (1,284 reviews) - [Amazon EMR](https://www.g2.com/products/amazon-emr/reviews) - 4.2/5.0 (62 reviews) - [Google Cloud Managed Service for Apache Spark](https://www.g2.com/products/google-cloud-managed-service-for-apache-spark/reviews) - 4.4/5.0 (15 reviews)