--- 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: '2026-08-09' 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. 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 ### 2. 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, ### 3. 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?filters%5Bnps_score%5D%5B%5D=3§ion=pricing&secure%5Bexpires_at%5D=2026-08-12+15%3A19%3A33+-0500&secure%5Bsession_id%5D=dd7084c4-1b7e-4c8c-8bd3-b6841103d1a6&secure%5Btoken%5D=9af7190d0dfeef0d296bc56fa77de3ca84aedbdb43fa89c19965b3902226933e&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)