--- title: Amazon EMR Reviews meta\_title: 'Amazon EMR Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 70 reviews by the users' company size, role or industry to find out how Amazon EMR works for a business like yours. aggregate\_rating: rating\_value: 4.2 review\_count: 70 scale: '5' date\_modified: '2026-08-09' parent\_category: name: Big Data url: https://www.g2.com/categories/big-data --- ### Amazon EMR Pros and Cons: Top Advantages and Disadvantages #### Quick AI Summary Based on G2 Reviews Generated from real user reviews Users value the **data integration capabilities** of Amazon EMR, effectively handling large datasets from multiple sources. [(1 mentions)](https://www.g2.com/products/amazon-emr/reviews?filters%5Bsentiment_snippet%5D=1956769&qs=pros-and-cons#reviews) Users find Amazon EMR's **ease of use** helpful for running single jobs and obtaining precise error logs. [(1 mentions)](https://www.g2.com/products/amazon-emr/reviews?filters%5Bsentiment_snippet%5D=2453089&qs=pros-and-cons#reviews) Users value the **capability to process large datasets** efficiently, enhancing data handling from multiple sources. [(1 mentions)](https://www.g2.com/products/amazon-emr/reviews?filters%5Bsentiment_snippet%5D=1956778&qs=pros-and-cons#reviews) Users experience **performance issues** when scaling Amazon EMR, requiring manual tuning to ensure optimal functionality. [(1 mentions)](https://www.g2.com/products/amazon-emr/reviews?filters%5Bsentiment_snippet%5D=2453094&qs=pros-and-cons#reviews) Users experience **poor performance** with slow auto scaling, leading to job failures from insufficient cluster resources. [(1 mentions)](https://www.g2.com/products/amazon-emr/reviews?filters%5Bsentiment_snippet%5D=1956776&qs=pros-and-cons#reviews) Users experience **slow performance** in auto scaling, often leading to job failures from insufficient cluster resources. [(1 mentions)](https://www.g2.com/products/amazon-emr/reviews?filters%5Bsentiment_snippet%5D=1956771&qs=pros-and-cons#reviews) ### Top Pros or Advantages of Amazon EMR ##### 1. Data Integration Users value the **data integration capabilities** of Amazon EMR, effectively handling large datasets from multiple sources. [ See 1 mentions ](https://www.g2.com/products/amazon-emr/reviews?filters%5Bsentiment_snippet%5D=1956769&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") C Verified User Enterprise (\> 1000 emp.) 4.5/5 "Using emr from past 5 years" What do you like about Amazon EMR? EMR we are using for running business logic on large business data received from various sources and third pary vendors ##### 2. Ease of Use Users find Amazon EMR's **ease of use** helpful for running single jobs and obtaining precise error logs. [ See 1 mentions ](https://www.g2.com/products/amazon-emr/reviews?filters%5Bsentiment_snippet%5D=2453089&qs=pros-and-cons#reviews) See Related User Reviews ![Gayathri D.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Gayathri D.") GD Gayathri D. Mid-Market (51-1000 emp.) 5.0/5 "Easy EMR Job Testing with Clear, Accurate Error Logs" What do you like about Amazon EMR? EMR is easy to run single job for testing and it gives exact log error ##### 3. Large Datasets Users value the **capability to process large datasets** efficiently, enhancing data handling from multiple sources. [ See 1 mentions ](https://www.g2.com/products/amazon-emr/reviews?filters%5Bsentiment_snippet%5D=1956778&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") C Verified User Enterprise (\> 1000 emp.) 4.5/5 "Using emr from past 5 years" What do you like about Amazon EMR? EMR we are using for running business logic on large business data received from various sources and third pary vendors ### Top Cons or Disadvantages of Amazon EMR ##### 1. Performance Issues Users experience **performance issues** when scaling Amazon EMR, requiring manual tuning to ensure optimal functionality. [ See 1 mentions ](https://www.g2.com/products/amazon-emr/reviews?filters%5Bsentiment_snippet%5D=2453094&qs=pros-and-cons#reviews) See Related User Reviews ![Gayathri D.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Gayathri D.") GD Gayathri D. Mid-Market (51-1000 emp.) 5.0/5 "Easy EMR Job Testing with Clear, Accurate Error Logs" What do you dislike about Amazon EMR? Sometimes it fails because of scaling up/down. So we have to tune it manually ##### 2. Poor Performance Users experience **poor performance** with slow auto scaling, leading to job failures from insufficient cluster resources. [ See 1 mentions ](https://www.g2.com/products/amazon-emr/reviews?filters%5Bsentiment_snippet%5D=1956776&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") C Verified User Enterprise (\> 1000 emp.) 4.5/5 "Using emr from past 5 years" What do you dislike about Amazon EMR? Auto scaling for task and core nodes is slow and takes more than 15 minutes normally which causes failure of running jobs due to lack of resources on ##### 3. Slow Performance Users experience **slow performance** in auto scaling, often leading to job failures from insufficient cluster resources. [ See 1 mentions ](https://www.g2.com/products/amazon-emr/reviews?filters%5Bsentiment_snippet%5D=1956771&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") C Verified User Enterprise (\> 1000 emp.) 4.5/5 "Using emr from past 5 years" What do you dislike about Amazon EMR? Auto scaling for task and core nodes is slow and takes more than 15 minutes normally which causes failure of running jobs due to lack of resources on ## Top-Rated Alternatives [ ![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks") Databricks 4.6/5(1,365) ](https://www.g2.com/products/databricks/reviews) [ ![Snowflake](https://images.g2crowd.com/uploads/product/hd_favicon/1544409170/snowflake.svg "Snowflake") Snowflake 4.6/5(764) ](https://www.g2.com/products/snowflake/reviews) [ ![Qubole](https://images.g2crowd.com/uploads/product/hd_favicon/1542306394/qubole.svg "Qubole") Qubole 4/5(259) ](https://www.g2.com/products/qubole/reviews) [ View All Alternatives ](https://www.g2.com/products/amazon-emr/competitors/alternatives) FL Francisco L. Data Analyst Enterprise (\> 1000 emp.) 12/8/2022 "Makes big data analytics easier" 5/5 What do you like best about Amazon EMR? My workloads run faster and I have more time to work on refining the code, instead of just sitting down waiting for the query to run Review collected by and hosted on G2.com. What do you dislike about Amazon EMR? It's not as elastic as promoted. I would like the cluster to scale in real time Review collected by and hosted on G2.com. What problems is Amazon EMR solving and how is that benefiting you? Run big data analytics faster Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite AT Atin T. Software Engineer Enterprise (\> 1000 emp.) 12/9/2022 "Used EMR in our data platform" 5/5 What do you like best about Amazon EMR? Control of specifying the configuration, and the debugging support Review collected by and hosted on G2.com. What do you dislike about Amazon EMR? Troubleshooting incidents is hard with support Review collected by and hosted on G2.com. What problems is Amazon EMR solving and how is that benefiting you? Spark applications, and drives all data pipelines Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Kallesha C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Kallesha C.") KC Kallesha C. Data Enigneer - Consultant II Mid-Market (51-1000 emp.) 1/4/2022 "AWS EMR review" 4.5/5 What do you like best about Amazon EMR? \> One of the multiclustered architectures for bigdata processing which includes all kind of files \> User does not need to worry about maintaience of the clustes and clusters will be dynamically replaced based on failure \> Its one of the architecutes for map reduce proceesing(hadoop processing), can process PB data using multithreaded architecure Review collected by and hosted on G2.com. What do you dislike about Amazon EMR? \> its not serverless, i.e admin/user need to manually provision the clusters for processing, and to be deleted after processing \> Cost is comparatively more in comparision with serverless services available in AWS \> EMR comes with 2 master nodes, if both master nodes fails, EMR cluster will go down, i.e users need to provision for multi az cluster to avoid node failures Review collected by and hosted on G2.com. What problems is Amazon EMR solving and how is that benefiting you? \> Built pb processing hadoop framework on EMR to process complex files \> migrated entire hadoop framework to AWS EMR, cost and maintaince is comparitively better with AWS EMR \> used hadoop spark processing to process the files on s3, EC2 and data from APIs Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Vijay P.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Vijay P.") VP Vijay P. Analyst Enterprise (\> 1000 emp.) 1/6/2022 "Excellent cloud computation product" 4/5 What do you like best about Amazon EMR? Ease of creating EMR instances and choosing required Softwares to have reinstalled (Spark/Hive/etc.). Review collected by and hosted on G2.com. What do you dislike about Amazon EMR? Cost is somewhat high and can be a limiting factor sometimes Review collected by and hosted on G2.com. Recommendations to others considering Amazon EMR: Consider the cost aspects and have someone with some experience using EMR to help out. Review collected by and hosted on G2.com. What problems is Amazon EMR solving and how is that benefiting you? We use Amazon EMR instances to develop and deploy all our machine learning solutions. Ease of scaling ensures we don't have to spend too much time on development, and we can quickly move to deployment. We majorly use EMR clusters for Spark computations, and we generate a lot of revenue from our data-based decisions. Review collected by and hosted on G2.com. Show More 4/8/2022 Validated ReviewerIncentivizedSource: G2 invite ![Rahul P.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Rahul P.") RP Rahul P. DevOps Engineer Enterprise (\> 1000 emp.) 4/7/2022 "Multipurpose and Efficient EMR" 5/5 What do you like best about Amazon EMR? User customisable plans and cost efficiency, and best UI ofcourse. Review collected by and hosted on G2.com. What do you dislike about Amazon EMR? Cloud processes are still slow as it's virtual, but still it's a better choice Review collected by and hosted on G2.com. What problems is Amazon EMR solving and how is that benefiting you? I have many data science tasks like calculating statistics and various mathematical functions and then implementing solution provided by business. one of the best service to work on bigdata. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![NEVIL RAYAN S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "NEVIL RAYAN S.") NS NEVIL RAYAN S. Software Development Engineer Small-Business (50 or fewer emp.) 5/5/2022 "EMR is a wonderful if you have headache on your application which is taking more resource issue" 4/5 What do you like best about Amazon EMR? No traditional multiprocess is required, distributes the work between the client node, best and earlier work found was using pspark with a data frame with a high level of python APIs Review collected by and hosted on G2.com. What do you dislike about Amazon EMR? The platform is tightly packed, it will be difficult to do configuration changes on YAML files Review collected by and hosted on G2.com. Recommendations to others considering Amazon EMR: If you have log running/ processing task you can reduce you resource and processing time using EMR Review collected by and hosted on G2.com. What problems is Amazon EMR solving and how is that benefiting you? batch processing is really fast with million of data traffic Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Computer Games](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Computer Games") AC Verified User in Computer Games Small-Business (50 or fewer emp.) 3/13/2022 "A great service for managing bigdata" 5/5 What do you like best about Amazon EMR? Easy to setup. Cost friendly. Faster processing. Quick management. Monitoring as an add up. Higly scalable. Can be integrated with lots of technologies. More secure. Review collected by and hosted on G2.com. What do you dislike about Amazon EMR? For setting up Amazon EMR Clusters its reauires a good AWS skilled labours and also it is a bit difficult for a new bie to attach and find applicable permissions and policies. Review collected by and hosted on G2.com. Recommendations to others considering Amazon EMR: Nice tool for bigdata works Review collected by and hosted on G2.com. What problems is Amazon EMR solving and how is that benefiting you? It provides a good Graphical user interface for managing and working with big data's map reduce jobs rather than the manual setup with hadoop or cli.it saves a lot of time & efforts. Review collected by and hosted on G2.com. Show More 3/15/2022 Validated ReviewerIncentivizedSource: G2 invite ![Rishab S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Rishab S.") RS Rishab S. Senior Data Engineer Enterprise (\> 1000 emp.) 5/18/2021 "Fast Processing" 5/5 What do you like best about Amazon EMR? EMR can execute the code using spark or other clusters like Hadoop, and these increase the performance and decrease the total job execution time. Execution time comes down to few minutes as against several hours running on either EC2 or other computing servers. Easy to choose between hadoop or spark based EMR culsters , it can be used in conjection with other AWS services like we can build an orcestation involving EMR and several other task on AWS datapipeline service. Review collected by and hosted on G2.com. What do you dislike about Amazon EMR? It takes time to spin up an EMR cluster, sometimes up to fifteen to thirty minutes if using it for the first time for a task and this happens mostly whenever starting a new cluster. Once triggered adding new task is easy but initial setup takes time. And we have to think on the use case and code for which EMR is to be used for at time EC2 is able to finish or perform the same processing in the comparable amount of time so in those cases we might end up increasing the overall cost of the project. Review collected by and hosted on G2.com. What problems is Amazon EMR solving and how is that benefiting you? We are running it to perform processing which takes several hours on EC2 to be running on spark-based EMR cluster to complete the processing within minutes instead of several hours. Ease of use and ability to choose from either Hadoop or spark. Processing time decreases from 6-9 hours to 30-40 minutes compared with the Ec2 instance and more in some cases. Review collected by and hosted on G2.com. Show More Our network of Icons are G2 members who are recognized for their outstanding contributions and commitment to helping others through their expertise.G2 IconCurrent UserValidated ReviewerIncentivizedSource: G2 invite ![Vinodraj M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Vinodraj M.") VM Vinodraj M. Data Engineer Mid-Market (51-1000 emp.) 3/17/2022 Business partner of the seller or seller's competitor, not included in G2 scores. "It's easy to make a cluster in Realtime and to run the jobs quickly." 4.5/5 What do you like best about Amazon EMR? Easy to connect with different services like s3 and powerful service for processing big data Review collected by and hosted on G2.com. What do you dislike about Amazon EMR? EMR logs to s3 (Application log) takes some time to gets created. Review collected by and hosted on G2.com. What problems is Amazon EMR solving and how is that benefiting you? Bigdata processing and no cluster maintaince Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Retail](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Retail") CR Verified User in Retail Enterprise (\> 1000 emp.) 3/11/2022 "Amazing Compute service by AWS" 3.5/5 What do you like best about Amazon EMR? Scalability whether it is vertically or horizontally is the best thing about the Amazon web services EMR service. Also the options to choose from different sizes is good. Review collected by and hosted on G2.com. What do you dislike about Amazon EMR? There is no point which I disliked about this service. Review collected by and hosted on G2.com. What problems is Amazon EMR solving and how is that benefiting you? We are running our Pyspark jobs to extract, transform and load the data to Redshift. So we are submitting the spark jobs in the EMR clusters using spark submit command. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ## Consulting Services for Amazon EMR [ ![Dunn Solutions](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Dunn Solutions") Dunn Solutions 4.8/5(16) ](https://www.g2.com/products/dunn-solutions-group-dunn-solutions/reviews) [ ![NorthBay](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "NorthBay") NorthBay ](https://www.g2.com/products/northbay/reviews) [ ![iOLAP](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "iOLAP") iOLAP 4.7/5(18) ](https://www.g2.com/products/iolap/reviews) [See all Amazon EMR Providers](https://www.g2.com/products/amazon-emr/implementation) ##### Categories on G2 [Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution) ##### Explore More [Best employee portal software reviews](https://www.g2.com/discussions/best-employee-portal-software-reviews)[What's the top CPQ tool for large companies in tech](https://www.g2.com/discussions/what-s-the-top-cpq-tool-for-large-companies-in-tech)[Recommendations for CDP apps for SaaS businesses](https://www.g2.com/discussions/what-are-the-best-cdp-apps-for-saas-businesses) [What are the best home care agency management platforms for scheduling caregivers and managing patient visits efficiently?](https://www.g2.com/discussions/what-are-the-best-home-care-agency-management-platforms-for-scheduling-caregivers-and-managing-patient-visits-efficiently)[Which autonomous endpoint management platforms eliminate the need for manual patch cycles so IT teams are not spending hours pushing updates across devices?](https://www.g2.com/discussions/which-autonomous-endpoint-management-platforms-eliminate-the-need-for-manual-patch-cycles-so-it-teams-are-not-spending-hours-pushing-updates-across-devices)[Pros and Cons Details](https://www.g2.com/products/amazon-emr/reviews?qs=pros-and-cons) [Show MoreShow Less](javascript:void(0);)