Amazon EMR vs SAP Business Data Cloud comparison

Amazon Web Services (AWS) and SAP are both solutions in the Cloud Data Warehouse category. Amazon Web Services (AWS) is ranked #13 with an average rating of 7.8, while SAP is ranked #10 with an average rating of 8.0. Amazon Web Services (AWS) holds a 3.8% mindshare in CDW, compared to SAP’s 2.8% mindshare. Additionally, 83% of Amazon Web Services (AWS) users are willing to recommend the solution, compared to 91% of SAP users who would recommend it.

Amazon EMR

Read 25 Amazon EMR reviews

2,826 Views
1,243 Comparison Views

83% willing to recommend

SAP Business Data Cloud

Read 89 SAP Business Data Cloud reviews

11,202 Views
672 Comparison Views

91% willing to recommend

Amazon EMR

SAP Business Data Cloud

Comparison Buyer's Guide

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Executive SummaryUpdated on Apr 15, 2026

Amazon EMR and SAP Business Data Cloud are major competitors in the big data and analytics space. Amazon EMR holds the upper hand for handling large data volumes efficiently.

Features: Amazon EMR is noted for its exceptional integration with Big Data tools, automatic scaling, and managed services like Spark and Hive. Its capacity for real-time data processing and cost efficiency is enhanced when migrated to EKS. SAP Business Data Cloud distinguishes itself through analytic application design, user-friendliness, and seamless integration with SAP's ecosystem, making it a favorite for predictive analytics and collaborative features.

Room for Improvement: Amazon EMR can improve by expanding its visualization tools, enhancing AI/ML functionalities, and better integration with services such as Glue and DynamoDB. Customization and cost management pose challenges. SAP Business Data Cloud needs more integration with non-SAP tools, enhanced visualization, and predictive capabilities, along with real-time reporting improvements and additional connector support.

Ease of Deployment and Customer Service: Amazon EMR's deployment is straightforward in public cloud environments, with responsive but occasionally inconsistent technical support. SAP Business Data Cloud supports various deployment models, offering responsive support, but it needs stronger multi-cloud integrations. While Amazon EMR emphasizes integration within AWS, SAP Business Data Cloud focuses on broad SAP product integration.

Pricing and ROI: Amazon EMR offers a usage-based model focused on resource consumption, which can be cost-effective but may lead to unexpectedly high costs if unmonitored. Its ROI is often high for transitions from on-premise systems. SAP Business Data Cloud is viewed as expensive due to advanced functionalities and licensing, yet it provides favorable ROI against on-premise systems due to SAP integration benefits. Both products emphasize value-based usage, with Amazon often seen as more cost-effective for Big Data processing.

To learn more, read our detailed Amazon EMR vs. SAP Business Data Cloud Report (Updated: April 2026).

Buyer's Guide

Amazon EMR vs. SAP Business Data Cloud

April 2026

Download the complete report

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Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

ROI

Sentiment score

4.8

Amazon EMR offers cost savings and ROI benefits, with some users experiencing up to 20% cost reduction and high returns.

Sentiment score

5.4

SAP Business Data Cloud boosts ROI through improved analytics, automation, efficiency, and integration across various industries in three years.

No quotes available

For more quotes and insights, download the Amazon EMR report

We have saved a lot on the number of employees, and implementation time for the projects has reduced significantly since we started using the standard features of SAP Business Data Cloud.

reviewer2827314

Principal Architect at a tech consulting company with 501-1,000 employees

Once the content is available, then it is a faster go-live with lesser cost in implementation, and that would give an ROI.

Nitesh Agrawal

Director & Co Owner at INFRABEAT TECHNOLOGIES PVT LTD

There is a return on investment with SAP Business Data Cloud, as it saves money because it performs results quickly and easily, facilitating integrations and speeding up operations compared to other analytics tools, thereby saving time and money.

reviewer2834484

Consultant-SAP GRC at a tech consulting company with 201-500 employees

For more quotes and insights, download the SAP Business Data Cloud report

Customer Service

Sentiment score

7.9

Amazon EMR customer service varies, with generally responsive support despite reported delays and occasional gaps in integration assistance.

Sentiment score

6.0

SAP Business Data Cloud's customer support is generally well-received, but some users encounter delays and desire quicker resolutions.

They help with billing, cost determination, IAM properties, security compliance, and deployment and migration activities.

Mirza Mujtaba Baig

Lead AWS Data Engineer at Fission Labs

We get all call support, screen sharing support, and immediate support, so there are no problems.

reviewer1343079

Senior Chief Engineer (Enterprise System Presales/Postsales) at a tech vendor with 10,001+ employees

I would rate the technical support from Amazon as ten out of ten.

reviewer2043696

Senior Technical Engineer at a transportation company with 5,001-10,000 employees

For more quotes and insights, download the Amazon EMR report

The technical support is a very well-organized service, with a lot of tools for me as a consultant and for the end user on how to contact SAP support and get issues solved.

Pavlina Pankova

Competence Leader - BI at Sabris CZ s.r.o.

For example, when I provide a set of instructions, they often simply ask me to implement those steps without checking whether they are applicable.

ShantanuSrivastava

Lead Analyst at a tech vendor with 10,001+ employees

In SAP's policy, for the first couple of years, the product team is also part of the support team.

Nitesh Agrawal

Director & Co Owner at INFRABEAT TECHNOLOGIES PVT LTD

For more quotes and insights, download the SAP Business Data Cloud report

Scalability Issues

Sentiment score

7.4

Amazon EMR efficiently scales for businesses, offering customizable cluster options to manage diverse data sizes and enterprise demands.

Sentiment score

7.2

SAP Business Data Cloud offers scalable, cloud-based solutions for enterprises of all sizes, enhancing performance and accommodating growth.

Scalability can be provisioned using the auto-scaling feature, EC2 instances, on-demand instances, and storage locations like block storage, S3, or file storage.

Mirza Mujtaba Baig

Lead AWS Data Engineer at Fission Labs

For more quotes and insights, download the Amazon EMR report

SAP Analytics Cloud can be used by a small company, and it can be used by a large corporate.

Pavlina Pankova

Competence Leader - BI at Sabris CZ s.r.o.

Since SAP has consolidated everything on one platform, there is ample room to expand as much as needed.

Muhammad Ashar

Sap Data & Analytics Consultant at Dezert Innovation Technology Company

There are no limitations in terms of scale, so it fits both SMB customers and enterprise customers.

Nitesh Agrawal

Director & Co Owner at INFRABEAT TECHNOLOGIES PVT LTD

For more quotes and insights, download the SAP Business Data Cloud report

Stability Issues

Sentiment score

7.7

Amazon EMR is praised for stability and reliability, with high ratings due to its configurability and robust features.

Sentiment score

7.5

SAP Business Data Cloud is stable and secure, though improvements needed in connectivity and performance during peak times.

Regular updates, patch installations, monitoring, logging, alerting, and disaster recovery activities are crucial for maintaining stability.

Mirza Mujtaba Baig

Lead AWS Data Engineer at Fission Labs

For more quotes and insights, download the Amazon EMR report

You have a chance to test it on your test tenant in small increments, so it should not break your productive reports and productive environment.

Pavlina Pankova

Competence Leader - BI at Sabris CZ s.r.o.

Other than during these quarterly release periods, the availability is excellent.

Muhammad Ashar

Sap Data & Analytics Consultant at Dezert Innovation Technology Company

In a typical quarter, the availability has been over 99%; in a few cases, it dropped to around 98.5%.

ShantanuSrivastava

Lead Analyst at a tech vendor with 10,001+ employees

For more quotes and insights, download the SAP Business Data Cloud report

Room For Improvement

Amazon EMR users face challenges with customization, stability, onboarding, cost optimization, task speed, and demand enhanced integration and security.

SAP Business Data Cloud needs cost reduction, enhanced features, better integration, training resources, and improved ease of use.

The cost factor differs significantly. When you run Spark application on EKS, you run at the pod level, so you can control the compute cost. But in Amazon EMR, when you have to run one application, you have to launch the entire EC2.

reviewer1343079

Senior Chief Engineer (Enterprise System Presales/Postsales) at a tech vendor with 10,001+ employees

There is room for improvement with respect to retries, handling the volume of data on S3 buckets, cluster provisioning, scaling, termination, security, and integration between services like S3, Glue, Lake Formation, and DynamoDB.

Mirza Mujtaba Baig

Lead AWS Data Engineer at Fission Labs

I have thoughts on what would be great to see in the product, such as AI/ML features or additional options.

reviewer2043696

Senior Technical Engineer at a transportation company with 5,001-10,000 employees

For more quotes and insights, download the Amazon EMR report

On the other hand, it is perfectly fitting to the SAP environment, with seamless integration to all SAP modules, not only ERP but also SuccessFactors and other tools from the SAP family.

Pavlina Pankova

Competence Leader - BI at Sabris CZ s.r.o.

If SAP can come up with innovative options to reduce licensing costs, many customers would incline toward SAP Business Data Cloud.

reviewer2827314

Principal Architect at a tech consulting company with 501-1,000 employees

If I compare the cost with SAP competitors, I find that when creating an enterprise data lake, if I don't use SAP Business Data Cloud and make it directly in the hyperscalers, it is pretty much cheaper than doing the same in SAP Business Data Cloud.

Nitesh Agrawal

Director & Co Owner at INFRABEAT TECHNOLOGIES PVT LTD

For more quotes and insights, download the SAP Business Data Cloud report

Setup Cost

Amazon EMR pricing is variable, potentially costly, but users can manage expenses with strategic resource and instance management.

SAP Business Data Cloud offers comprehensive features but may be costly for small businesses, better suited for large enterprises.

Costs are involved based on cluster resources, data volumes, EC2 instances, instance sizes, Kubernetes, Docker services, storage, and data transfers.

Mirza Mujtaba Baig

Lead AWS Data Engineer at Fission Labs

I would rate the price for Amazon EMR, where one is high and ten is low, as a good one.

reviewer2043696

Senior Technical Engineer at a transportation company with 5,001-10,000 employees

For more quotes and insights, download the Amazon EMR report

Nitesh Agrawal

Director & Co Owner at INFRABEAT TECHNOLOGIES PVT LTD

Frankly, pricing, setup cost, and licensing seem a bit high compared to other hyperscalers.

reviewer2827314

Principal Architect at a tech consulting company with 501-1,000 employees

The pricing for SAP Business Data Cloud is higher compared to alternatives.

Jagan Mohan Reddy Kalavala

SAP BDC Consultant at IBM

For more quotes and insights, download the SAP Business Data Cloud report

Valuable Features

Amazon EMR offers scalable, cost-effective big data management with integration, flexibility, security, and seamless Hadoop and Spark processing.

SAP Business Data Cloud excels in seamless integration, unique data sharing, and AI-enhanced analytics for efficient, scalable decision-making.

Amazon EMR helps in scalability, real-time and batch processing of data, handling efficient data sources, and managing data lakes, data stores, and data marts on file systems and in S3 buckets.

Mirza Mujtaba Baig

Lead AWS Data Engineer at Fission Labs

Amazon EMR provides out-of-the-box functionality because we can deploy and get Spark functionality over Hadoop.

reviewer1343079

Senior Chief Engineer (Enterprise System Presales/Postsales) at a tech vendor with 10,001+ employees

The features at Amazon EMR that I have found most valuable are fully customizable functions.

reviewer2043696

Senior Technical Engineer at a transportation company with 5,001-10,000 employees

For more quotes and insights, download the Amazon EMR report

For SuccessFactors and S/4HANA Cloud, there are pre-built reports available which are commonly used by customers.

Bhupesh Akkineni

Project Manager at a tech services company with 51-200 employees

SAP Business Data Cloud has positively impacted my organization by federating SAP data, which is now available for all to use.

Ninad Mehta

Associate director, SAP technical at a outsourcing company with 1,001-5,000 employees

The main standout feature is BDC Connect, as it is very useful for sharing data without replicating to third-party tools such as Enterprise Databricks, Snowflake or even in the near future, Google BigQuery as well as Microsoft Fabric.

reviewer2827314

Principal Architect at a tech consulting company with 501-1,000 employees

For more quotes and insights, download the SAP Business Data Cloud report

Categories and Ranking

Amazon EMR

Ranking in Cloud Data Warehouse

13th

Average Rating

7.8

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Hadoop (3rd)

SAP Business Data Cloud

Ranking in Cloud Data Warehouse

10th

Average Rating

8.0

Reviews Sentiment

6.6

Number of Reviews

Ranking in other categories

Data Integration (10th), BI (Business Intelligence) Tools (3rd), Business Performance Management (3rd), Cloud Analytics (2nd), Predictive Analytics (2nd), Data Governance (9th)

Mindshare comparison

As of May 2026, in the Cloud Data Warehouse category, the mindshare of Amazon EMR is 3.8%, up from 3.2% compared to the previous year. The mindshare of SAP Business Data Cloud is 2.8%, up from 0.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Cloud Data Warehouse Mindshare Distribution
Product	Mindshare (%)
SAP Business Data Cloud	2.8%
Amazon EMR	3.8%
Other	93.4%

Cloud Data Warehouse

Featured Reviews

reviewer1343079

Senior Chief Engineer (Enterprise System Presales/Postsales) at a tech vendor with 10,001+ employees

Has simplified ETL workflows with on-demand processing but needs improved cost efficiency and visibility

I have used AWS Glue with S3 for making tables and databases, but regarding Amazon EMR, I do not remember much as we are currently using it very minimally. This is my observation: In EKS, we have had to deploy by ourselves because EKS does not provide the Hadoop framework, Spark, Hive, and everything, but we have completed all the deployment ourselves. Whereas Amazon EMR provides all these things. The cost factor differs significantly. When you run Spark application on EKS, you run at the pod level, so you can control the compute cost. But in Amazon EMR, when you have to run one application, you have to launch the entire EC2. In Qubole, the interface was very good. I could see many details because in Amazon EMR console, very few details are available. In Qubole, at one link, you can get all the details of what is happening, how the processes are running, and the cost decreased by using Qubole. I found Qubole more user-friendly and cost-effective. From the security point of view, we had to open some access rights to Qubole, which might be a drawback in comparison to Amazon EMR which is native to AWS.

Read full review

Pavlina Pankova

Competence Leader - BI at Sabris CZ s.r.o.

Brings reporting, planning, and prediction together in one seamless workflow

I think the areas of SAP Analytics Cloud that could be improved or enhanced are mentioned by users or companies, and they would definitely mention the price in terms of planning licensing. From a consulting point of view, I don't see any major weaknesses. It is reasonably well-developed, and the perfect strength is that innovations are coming on a quarterly basis. It is slightly behind other tools in terms of the number of graphical outputs. Some tools have it faster, but every increment of innovations contains new features. On the other hand, it is perfectly fitting to the SAP environment, with seamless integration to all SAP modules, not only ERP but also SuccessFactors and other tools from the SAP family, for example, integrated business planning for the production planning. This is really a highlight compared to other tools.

Read full review

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Top Industries

By visitors reading reviews

Financial Services Firm

21%

Healthcare Company

Manufacturing Company

Performing Arts

Manufacturing Company

16%

Financial Services Firm

Construction Company

Retailer

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	6
Midsize Enterprise	5
Large Enterprise	12

By reviewers
Company Size	Count
Small Business	28
Midsize Enterprise	19
Large Enterprise	51

Questions from the Community

What is your experience regarding pricing and costs for Amazon EMR?

I would rate the price for Amazon EMR, where one is high and ten is low, as a good one.

See all answers

What needs improvement with Amazon EMR?

I feel some lack of functionality in Amazon EMR. I have thoughts on what would be great to see in the product, such as AI/ML features or additional options.

See all answers

What advice do you have for others considering Amazon EMR?

I find it easy to integrate Amazon EMR with other AWS services like S3 or EC2 for data processing needs. I would rate this review as eight out of ten.

See all answers

Which would you choose - Tableau or SAP Analytics Cloud?

Tableau is easy to set up and maintain. In about a day it is possible for the entire platform to be deployed for use. This relatively short amount of time can make all the difference for companies ...

See all answers

What do you like most about SAP Analytics Cloud?

In the data warehouse, you're free to make changes. You can make everything text, meaning it's always a string. Even numbers appear as text, giving you the flexibility to work with all columns.

See all answers

What is your experience regarding pricing and costs for SAP Analytics Cloud?

I normally do not deal with the commercials, so I am not aware of the pricing part of it.

See all answers

Comparisons

Snowflake vs Amazon EMR

Compared 9% of the time

Cloudera Distribution for Hadoop vs Amazon EMR

Compared 6% of the time

Apache Spark vs Amazon EMR

Compared 6% of the time

Amazon Redshift vs Amazon EMR

Compared 6% of the time

IBM Analytics Engine vs Amazon EMR

Compared 4% of the time

More Amazon EMR Competitors

SAP BusinessObjects Business Intelligence vs SAP Business Data Cloud

Compared 19% of the time

Tableau Enterprise vs SAP Business Data Cloud

Compared 5% of the time

Microsoft Power BI vs SAP Business Data Cloud

Compared 4% of the time

Anaplan vs SAP Business Data Cloud

Compared 4% of the time

IBM Planning Analytics vs SAP Business Data Cloud

Compared 3% of the time

More SAP Business Data Cloud Competitors

Product Reports

Buyer's Guide

Amazon EMR

May 2026

Download Amazon EMR product report

Buyer's Guide

SAP Business Data Cloud

April 2026

Download SAP Business Data Cloud product report

Also Known As

Amazon Elastic MapReduce

SAP Analytics Cloud, SAP Digital Boardroom, SAP Analytics Hub

Overview

Amazon EMR simplifies big data processing by offering integration with popular tools. It's scalable and cost-efficient, enabling fast processing while managing infrastructure effortlessly. It's designed for users aiming to streamline data workflows and leverage its batch processing capabilities effectively.

Amazon EMR is a managed service that provides robust features for big data processing. It integrates seamlessly with S3, EC2, Hive, and Spark to facilitate sophisticated data transformation tasks and infrastructure management. It allows organizations to run data lakes, Spark, and Hadoop clusters effortlessly, offering flexibility with on-demand execution and extensive scalability. The platform is valued for its strong processing speed and comprehensive security features, making it ideal for complex data engineering projects. It supports both batch processing and real-time workflows, designed to eliminate hardware management while maintaining cost efficiency and stability.

What are the key features of Amazon EMR?

Cluster Management: Offers intuitive control and configuration of clusters
Integration: Seamlessly integrates with S3, EC2, Spark, and more
Scalability: Provides flexible scaling to meet data demands
Batch Processing: Allows efficient handling of large data sets
Cost Efficiency: Minimizes costs with managed service offerings

What benefits and ROI should be considered?

Processing Speed: Fast performance for data processing tasks
Security: Built-in features ensure data protection
Infrastructure Simplification: Eliminates hardware management needs
Flexibility: Adapts to changing data loads with ease
Affordability: Offers economic processing power

Amazon EMR is implemented by industries such as healthcare and tech processing for complex data tasks like building data lakes or financial data processing. It supports AI-driven analytics and data engineering projects, integrating with SageMaker for predictions and maintaining workflows in public health applications, allowing professionals in different fields to manage data pipelines, resource utilization, and job execution efficiently.

Amazon Web Services (AWS)

SAP Business Data Cloud provides cloud-based predictive analysis, robust visualization, and integrated planning capabilities with seamless SAP integration. It enhances analytics and reporting efficiency with machine learning and AI features.

SAP Business Data Cloud stands out with its user-friendly application design, leveraging TypeScript scripting for flexibility. It enables easy data integration, customizable dashboards, and collaborative planning. Renowned for its seamless connectivity and comprehensive business intelligence offerings, it is designed to support real-time analytics and planning across both on-prem and cloud environments. Improvements are anticipated in visualization features, connectivity, and third-party system integration, with calls for more customizable chart options and real-time reporting capabilities.

What are the most important features of SAP Business Data Cloud?

Cloud-Based Predictive Analysis: Offers advanced forecasting and trend prediction capabilities.
Robust Visualization: Enables dynamic and interactive data visualization tools.
Integrated Planning: Provides tools for strategic planning and collaboration.
Flexibility with TypeScript: Allows customization and tailored application design.
Seamless Integration: Easily integrates with other SAP products and additional data sources.
AI and Machine Learning: Enhances analytics and reporting efficiency.

What benefits or ROI should users look for in SAP Business Data Cloud?

User-Friendly Interface: Simplifies data integration and application design.
Comprehensive Business Intelligence: Supports strategic decision-making processes.
Real-Time Analytics: Provides timely insights and enhances planning processes.
Collaborative Planning: Facilitates teamwork and strategic alignment.
Cost-Effective Solution: Offers value through efficient and diverse capabilities.

SAP Business Data Cloud serves industries by powering cloud-based reporting, analytics, financial planning, and executive dashboards. Companies utilize it to integrate SAP and non-SAP data sources for insights and forecasts. It is applied in constructing dashboards, boardroom presentations, budgeting, and predictive analytics, supporting versatile use cases across multiple sectors.

SAP

Sample Customers

Yelp

Live Oak Bank

Buyer's Guide

Amazon EMR vs. SAP Business Data Cloud

April 2026

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