--- title: Apache Hama Reviews meta_title: 'Apache Hama Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 17 reviews by the users' company size, role or industry to find out how Apache Hama works for a business like yours. aggregate_rating: rating_value: 4.0 review_count: 17 scale: '5' date_modified: '2026-07-12' parent_category: name: Analytics Tools & Software url: https://www.g2.com/categories/analytics-tools-software --- # Apache Hama Reviews **Vendor:** The Apache Software Foundation **Category:** [Other Analytics Software](https://www.g2.com/categories/other-analytics) **Average Rating:** 4.0/5.0 **Total Reviews:** 17 ## About Apache Hama Apache HamaTM is a framework for big data analytics which uses the Bulk Synchronous Parallel (BSP) computing model. ## Apache Hama Reviews ### 1. Perfect for Massive Scientific Calculations: Graphs and Matrices **Rating:** 4.5/5.0 stars **Reviewed by:** SAHIL N. | Manager - Marketing, Mid-Market (51-1000 emp.) **Reviewed Date:** March 18, 2026 **What do you like best about Apache Hama?** do massive scientific calculations like graph, matrix. Solves my purpose **What do you dislike about Apache Hama?** In this decade, the move to Apache Attic that makes a poor choice for new projects It lacks support **What problems is Apache Hama solving and how is that benefiting you?** It handles complex iterative and graph based computations Faster performance Machine Learning and Analytics Cost Efficient Resource Usage ### 2. APACHE HAMA QUALITY SOFTWARE THAT NEEDED IN TODAY'S CUTTING- EDGE WORLD **Rating:** 5.0/5.0 stars **Reviewed by:** PEDRO LUIS A. | Carrera, Small-Business (50 or fewer emp.) **Reviewed Date:** October 13, 2022 **What do you like best about Apache Hama?** The graphics and matrix algorithms make the massive synchronization in performing extensive calculations a marvel of data processing. There is no doubt that the Apache Foundation has gone out of its way to deliver quality software that is needed in today's cutting-edge world **What do you dislike about Apache Hama?** I find it recurrent, for example, that although the Buffer Overflow was addressed in an update, it is still a problem, and on the other hand, I still have issues in the configuration of the forwarding proxy in the SSRF Dereferencing even after installing the update patch **What problems is Apache Hama solving and how is that benefiting you?** Both the update patches CVE-2021-44790 and CVE-2021-44224 helped somewhat but I believe that technical support needs to dig deeper into the source of the problem to provide quality software. ### 3. The Reason for Farewell **Rating:** 2.0/5.0 stars **Reviewed by:** Shaynne W. | Career Specialist, Small-Business (50 or fewer emp.) **Reviewed Date:** August 26, 2022 **What do you like best about Apache Hama?** The ability to handle computing in bulk was helpful, but some of the maneuvering through the different loops to get the processes completed was a bit difficult and overwhelming. **What do you dislike about Apache Hama?** As mentioned with the compliment, the various twists and turns to remember while uploading information was a bit overwhelming, and when you have things to do, you don't want to have to look up directions to understand how to operate a service. **What problems is Apache Hama solving and how is that benefiting you?** Since I don't have a degree in data analysis, this was a bit helpful, and it made me more confident in sharing in the business world what I knew to be true about the numbers. ### 4. Best Distributed computing framework **Rating:** 5.0/5.0 stars **Reviewed by:** Nageswara Reddy M. | Supervising Associate, Enterprise (> 1000 emp.) **Reviewed Date:** September 15, 2022 **What do you like best about Apache Hama?** It is a best destributed computing framework. We can build graphs, matrix, algorithms. It is part of Apache software foundation. We can control the cluster, we can sechdu6the jobs and also it provides the best gui **What do you dislike about Apache Hama?** I really didn't find any negative side of this product it is really good and best product. Using this product we built project executed successfully in the production. I really suggest this produt to others. **What problems is Apache Hama solving and how is that benefiting you?** It helps me to build the best big data project. We usedthis product to control the cluster and for job execution ### 5. Excellent BSP software for large scale calculations **Rating:** 3.5/5.0 stars **Reviewed by:** Sean S. | Business Development, Mid-Market (51-1000 emp.) **Reviewed Date:** October 17, 2022 **What do you like best about Apache Hama?** Integrates seamlessly with Apache as you would expect, and enables large calculations to be completed for networking issues. **What do you dislike about Apache Hama?** There are no more updates coming out for this framework, so while it is perfectly functional, it isn't going to grow with you. **What problems is Apache Hama solving and how is that benefiting you?** Eliminates the need for staff to run calculations on separate software and import the results into Apache, which is a huge time saver ### 6. Seamless Interface -Multichannel Platform **Rating:** 4.5/5.0 stars **Reviewed by:** Abishek R. | Senior Manager Business Operations, Mid-Market (51-1000 emp.) **Reviewed Date:** October 11, 2022 **What do you like best about Apache Hama?** Scientific computations e.g., matrix, graph and network algorithms are made easy and effective. The platform is very user friendly **What do you dislike about Apache Hama?** Website downtime has to be worked upon. No major down time but still for seamless operation, this factor needs to be taken care of **What problems is Apache Hama solving and how is that benefiting you?** Business Data analysis using different algorithms is done through Hama. ### 7. Apache Hama **Rating:** 4.5/5.0 stars **Reviewed by:** Sahil K. | Data Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** August 20, 2022 **What do you like best about Apache Hama?** It is best computing framework based on batch processing which is fast and related. It is licensed under apache and also an open source platform. It has great capabilities. **What do you dislike about Apache Hama?** I didn't find any negative side of the product as far as I have used it. **What problems is Apache Hama solving and how is that benefiting you?** Apache hama is helping in huge volumes of data analytics which helps in performing analytics of large volume of data. It makes me more and moreproductive then before. ### 8. Great Application for computing **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Accounting | Small-Business (50 or fewer emp.) **Reviewed Date:** October 13, 2022 **What do you like best about Apache Hama?** Some upsides of Apache Hama is being able to handle large amount of data in bulk without any issues. The ease of use is top notch when it comes to bulk data. **What do you dislike about Apache Hama?** Unfortunately when uploading loads of data you want to be able to just enter the numbers and let the porgram do the rest. With Apache you need to pause sometimes and look up calculations which is not ideal. **What problems is Apache Hama solving and how is that benefiting you?** Apache solves the problem of bulk data solutions without the need of multiple programs ### 9. User Experience with Apache Hama **Rating:** 4.0/5.0 stars **Reviewed by:** Abhishek P. | Digital Marketer & Content Creator, Mid-Market (51-1000 emp.) **Reviewed Date:** October 13, 2022 **What do you like best about Apache Hama?** It helped me to solve my data management and analysis problems with user friendly a solution. **What do you dislike about Apache Hama?** Lack of options and features for the mobile users **What problems is Apache Hama solving and how is that benefiting you?** It solved my data management and analysis problem and helped me save my time & resources. ### 10. User experience with Apache Hama **Rating:** 4.5/5.0 stars **Reviewed by:** Vikas P. | Frontend Developer, Mid-Market (51-1000 emp.) **Reviewed Date:** October 23, 2022 **What do you like best about Apache Hama?** Features that helped me to efficiently manage my data with their online server. **What do you dislike about Apache Hama?** Lack of option and features for the mobile users. **What problems is Apache Hama solving and how is that benefiting you?** Apache Hama helped me to manage my data and to reduce my business cost. ### 11. Best tool for handling data **Rating:** 5.0/5.0 stars **Reviewed by:** Achal S. | Business Development Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** October 20, 2022 **What do you like best about Apache Hama?** Apache Hama is a user-friendly software that helps in managing the large amount of data. **What do you dislike about Apache Hama?** Having a good experience with Apache Hama till now didn't face any issues. **What problems is Apache Hama solving and how is that benefiting you?** It helps in computing problems and handling data. ### 12. Apache Hama **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Research | Small-Business (50 or fewer emp.) **Reviewed Date:** August 19, 2022 **What do you like best about Apache Hama?** It is a framework which we can use for massive scientific computations like matrix or network algorithms. It consistes of three major components Zookeeper, BSPMaster and GroomServers **What do you dislike about Apache Hama?** Community is not broad for Apache Hama, thus if you are stuck somewhere, it migh be difficult to find reference on web **What problems is Apache Hama solving and how is that benefiting you?** It helps us to simplify complex computations. ### 13. Excellent Product **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** August 04, 2022 **What do you like best about Apache Hama?** Ease of use and being very user friendly **What do you dislike about Apache Hama?** Nothing at this moment as we are still in the very early stages of using **What problems is Apache Hama solving and how is that benefiting you?** The product is helping with our calculation requirements much faster than previously ### 14. It do what it says. No non sense software **Rating:** 2.5/5.0 stars **Reviewed by:** Arpit J. | Assistant Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** August 06, 2021 **What do you like best about Apache Hama?** Simplified software. Have all the features available for computing and doing complex working efficiently. **What do you dislike about Apache Hama?** Customer support and audit trails are tough to handle. If a mistake happens, it's very tough to find the source. **What problems is Apache Hama solving and how is that benefiting you?** We are solving our computing problems in the lower level of our organization. It is very useful software for organisation like ours ### 15. An Emerging Bulk Synchronous Parallel Computing Framework for Big Data Applications **Rating:** 2.5/5.0 stars **Reviewed by:** Lasantha w. | Media Marketer, Small-Business (50 or fewer emp.) **Reviewed Date:** May 27, 2020 **What do you like best about Apache Hama?** Hama utilizes the BSP model to keep away from clashes and cutoff times during correspondence. It gives the BSP programming model as well as the SQL-like inquiry interface and vertex/neuron driven programming models. Hama figures out how to offer express help to message passing. It is principally Java-based yet additionally permits C++ programs. Hama isn't constrained to HDFS and might be utilized with any appropriated record framework It utilizes the Bulk Synchronous Parallel (BSP) registering procedures for gigantic logical calculations Hama was set up in 2012 as a Top-level Project of The Apache Software Foundation. **What do you dislike about Apache Hama?** Hama utilizes diagram parcel procedure, which may have a negative execution sway as a result of the pointless correspondence between hubs. it was proposed in 2010, yet it has not yet been broadly received. In spite of the fact that Hama is an open-source structure, still it has no network backing to speak with the engineers. Hama ought to have a superior interface for the models that they promptly support. **Recommendations to others considering Apache Hama:** An Emerging Bulk Synchronous Parallel Computing Framework for Big Data Applications which was built up in 2012 as a Top-Level Project of The Apache Software Foundation. It gives an unadulterated BSP programming model as well as vertex and neuron driven programming models, enlivened by Google's Pregel and skepticism. **What problems is Apache Hama solving and how is that benefiting you?** helps me system for Big Data examination that utilizes the Bulk Synchronous Parallel (BSP) registering model, ### 16. Great for data storage!! **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.) **Reviewed Date:** September 09, 2020 **What do you like best about Apache Hama?** I loved this system because it helps make storing data quick and efficient **What do you dislike about Apache Hama?** It’s not super user intuitive but there were helpful training guides provided **What problems is Apache Hama solving and how is that benefiting you?** This is helping me be more efficient in my daily job once I got past the learning curve ### 17. Apache Hama Review **Rating:** 3.0/5.0 stars **Reviewed by:** Shane W. | Quality Engineer, Computer Hardware, Enterprise (> 1000 emp.) **Reviewed Date:** May 16, 2018 **What do you like best about Apache Hama?** Apache Hama is a great application for parallel computing. The main feature that they have is for bulk data, that means even though the processing can be pretty slow for millions of data entries Apache Hama will do it efficiently. They support Bulk synchronous programming, vertex-centric programming, and neuron-centric programming. There are manuals available for these programming models which will help you get started. **What do you dislike about Apache Hama?** Apache Hama should support more programming models like POSIX. They should have a better interface for the models that they readily support. The manuals available should be better and clearer. The manuals they provide are not easy to implement and understand. Even an expert would not be able to do it. All in all you might find some bugs all over but they are minor. They should be quick to fix them as soon as possible for users to use their product. **Recommendations to others considering Apache Hama:** If you want a lot of parallel processing on large amounts of data then it is a good idea to produce bulk synchronous programming models and use Apache Hama for the computations, it will be pretty efficient to use this software tool for that data related problems. **What problems is Apache Hama solving and how is that benefiting you?** We have a big data center with servers collecting large amounts of data and we need to extensively work on this data to provide intel to the business division. Apache Hama helps us to analyse and optimize the data with parallel computing. ## Apache Hama Discussions - [What is Apache Hama used for?](https://www.g2.com/discussions/what-is-apache-hama-used-for) - [View Apache Hama pricing details and edition comparison](https://www.g2.com/products/apache-hama/reviews?section=pricing&secure%5Bexpires_at%5D=2026-07-16+18%3A56%3A33+-0500&secure%5Bsession_id%5D=b258fa3a-2b71-430b-a75e-624322fe6c96&secure%5Btoken%5D=a7b05dc820a0daab9a98463988485b679e8dd25aecbbd42858411778af22d98c&format=llm_user) ## Top Apache Hama Alternatives - [SolarWinds Database Observability](https://www.g2.com/products/database-observability/reviews) - 4.5/5.0 (224 reviews) - [Azure Analysis Services](https://www.g2.com/products/azure-analysis-services/reviews) - 4.4/5.0 (152 reviews) - [Azure Monitor](https://www.g2.com/products/azure-monitor/reviews) - 4.3/5.0 (91 reviews)