Try our new research platform with insights from 80,000+ expert users

Apache Hadoop vs SAP Business Warehouse comparison

 

Comparison Buyer's Guide

Executive Summary

Review summaries and opinions

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

Categories and Ranking

Apache Hadoop
Average Rating
8.0
Reviews Sentiment
6.6
Number of Reviews
41
Ranking in other categories
Data Warehouse (7th)
SAP Business Warehouse
Average Rating
7.8
Reviews Sentiment
6.1
Number of Reviews
26
Ranking in other categories
Cloud Data Warehouse (14th)
 

Featured Reviews

NR
Financial Advisor at a financial services firm with 10,001+ employees
Reliable performance maintained but requires ongoing management and support
Hadoop was used for years, but there were problems since the people who originally set it up left the firm. The group that owned it later didn't have the technical resources to properly maintain it. Although there was nothing wrong with Hadoop itself, issues arose without proper management and upgrades.
VishnuReddy2 - PeerSpot reviewer
Consulting Enterprise Architect at R2V2.ai
Have encountered complexity with programming language while working on large-scale data integration and have experienced improved governance and reporting
The only complexity I find with the product is the programming language; people find it harder, but once you know the language, it's not that difficult. Regarding the future of SAP Business Warehouse, I would to see added features that simplify the product very well now. They are coming up with a terminology called SAP BDC where they are consolidating their tools, SAP Data Sphere for integration and SAP BW for the ETL and warehousing parts, and SAP Analytics Cloud. They are packaging these three features and calling it Business Data Cloud; they are fully coming on the cloud. We have to wait and watch; they have been speaking about BW/4HANA for quite some time now, but the customers or clients I work with are not finding great interest and it was seen as a candidate for evaluation. I have seen people looking at the latest technologies who are already on cloud who started building from scratch on cloud, such as Snowflake or Databricks, which can process very huge amounts of data and also address unstructured data, where SAP lags behind in cases where there is a need to bring in unstructured data. I have worked with SAP Data Intelligence, which earlier used to be called SAP Data Hub. The unstructured data is not greatly handled in SAP at this point in time.

Quotes from Members

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

Pros

"What comes with the standard setup is what we mostly use, but Ambari is the most important."
"They have integrated other tools as well, like Power BI and Oracle BI, both on Azure, for reporting. Oracle BI is difficult to integrate."
"The performance is pretty good."
"​​Data ingestion: It has rapid speed, if Apache Accumulo is used."
"The best thing about this solution is that it is very powerful and very cheap."
"It's primarily open source. You can handle huge data volumes and create your own views, workflows, and tables. I can also use it for real-time data streaming."
"Hadoop is designed to be scalable, so I don't think that it has limitations in regards to scalability."
"The tool's stability is good."
"The most valuable feature of SAP Business Warehouse is its hybrid functionality, allowing users to leverage both SQL-based data warehouse capabilities from HANA and feature-based data warehousing from BW."
"Out-of-the-box reports are very useful."
"Having the integration with the reporting tool which is provided by SAP is great."
"I like that it integrates to open-source."
"The best features of SAP Business Warehouse that I am fond of are how this technology handles navigational attributes and the hierarchy; these are two interesting features."
"The warehouse is the solution's most valuable feature."
"We are currently in a basic stage of analytics and the first goal we have is to make sure the numbers are correct. BW has some features that help you to build factors and ETL in such a way that it's easy to get to correct responses. That's the number one condition that you have to have in an analytic solution."
"The most valuable feature of SAP Business Warehouse is transformation, where I extract data from different sources, particularly the raw data. Then I do some transformations and store that in a format that allows me to do reporting easily."
 

Cons

"I would like to see more direct integration of visualization applications."
"The solution is very expensive."
"It needs better user interface (UI) functionalities."
"The load optimization capabilities of the product are an area of concern where improvements are required."
"The solution could use a better user interface. It needs a more effective GUI in order to create a better user environment."
"In certain cases, the configurations for dealing with data skewness do not make any sense."
"It requires a great deal of learning curve to understand. The overall Hadoop ecosystem has a large number of sub-products. There is ZooKeeper, and there are a whole lot of other things that are connected. In many cases, their functionalities are overlapping, and for a newcomer or our clients, it is very difficult to decide which of them to buy and which of them they don't really need. They require a consulting organization for it, which is good for organizations such as ours because that's what we do, but it is not easy for the end customers to gain so much knowledge and optimally use it."
"The product's availability of comprehensive training materials could be improved for faster onboarding and skill development among team members."
"The solution should be more open to the cloud."
"They should reduce the product’s installation package size for easier downloading."
"I'm not sure if our issue is related to BW or the Analysis Office. However, we're having performance issues in terms of time. It takes a long time to generate the report."
"It's a product that is at the end of life so they will not improve it anymore."
"The advanced structuring can be complicated and the interface is not very intuitive."
"In the next release, my suggestion would be to have user-friendly interfaces and performance issues be addressed."
"There is room for improvement from a technical perspective."
"Integration with SAP Business Warehouse's ETL tools is not straightforward."
 

Pricing and Cost Advice

"This is a low cost and powerful solution."
"The price of Apache Hadoop could be less expensive."
"For any big enterprise the costs can be handled, and it is suitable for big enterprises because the scale of data is large. For medium and small enterprises, the tool is on the high-price side."
"If my company can use the cloud version of Apache Hadoop, particularly the cloud storage feature, it would be easier and would cost less because an on-premises deployment has a higher cost during storage, for example, though I don't know exactly how much Apache Hadoop costs."
"The price could be better. Hortonworks no longer exists, and Cloudera killed the free version of Hadoop."
"We don't directly pay for it. Our clients pay for it, and they usually don't complain about the price. So, it is probably acceptable."
"Do take into consider that data storage and compute capacity scale differently and hence purchasing a "boxed" / 'all-in-one" solution (software and hardware) might not be the best idea."
"​There are no licensing costs involved, hence money is saved on the software infrastructure​."
"It's quite pricey. SAP changed its pricing policy, so they give you one engine and then you have to buy everything next to it, like MSS, the BPC licenses, and everything else."
"SAP Business Warehouse licensing is a bit expensive compared to other products in the market."
"The licensing cost for SAP Business Warehouse depends on your revenue. Its licensing structure is a little bit complicated. The more your revenue is, the higher the price, but SAP does have different pricing structures for various companies. For small businesses, licensing isn't based on revenue, but for big companies, it's revenue-based. There's some agreement regarding pricing for huge companies, so it's different, and SAP Business Warehouse pricing isn't fixed. On a scale of one to ten, I'm rating the licensing cost for SAP Business Warehouse as five because it's very high. As your revenue grows, your licensing cost also increases, so you have to factor that in when calculating your cost."
"I would not recommend it to small-scale companies. The price is too much."
"It's moderately expensive, but definitely has its branding and price value for it."
"The license for SAP Business Warehouse is paid yearly, and there's no extra cost in addition to the standard licensing fees."
"The solution is quite expensive."
"Overall, the pricing is not fixed and is expensive."
report
Use our free recommendation engine to learn which Data Warehouse solutions are best for your needs.
881,114 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
34%
Computer Software Company
7%
University
5%
Manufacturing Company
5%
Manufacturing Company
13%
Retailer
10%
Energy/Utilities Company
9%
Healthcare Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business14
Midsize Enterprise8
Large Enterprise21
By reviewers
Company SizeCount
Small Business8
Midsize Enterprise4
Large Enterprise15
 

Questions from the Community

What do you like most about Apache Hadoop?
It's primarily open source. You can handle huge data volumes and create your own views, workflows, and tables. I can also use it for real-time data streaming.
What is your experience regarding pricing and costs for Apache Hadoop?
The product is open-source, but some associated licensing fees depend on the subscription level. While it might be free for students, organizations typically need to pay for their subscriptions. Th...
What needs improvement with Apache Hadoop?
The problem with Apache Hadoop arose when the guys that originally set it up left the firm, and the group that later owned it didn't have enough technical resources to properly maintain it. This wa...
What is your experience regarding pricing and costs for SAP Business Warehouse?
The pricing for SAP Business Warehouse is on the expensive side. I am not sure about the current costing model as such. In my experience on cloud, I did not use BW HANA Cloud. I used the cloud prod...
What needs improvement with SAP Business Warehouse?
The only complexity I find with the product is the programming language; people find it harder, but once you know the language, it's not that difficult. Regarding the future of SAP Business Warehou...
 

Overview

 

Sample Customers

Amazon, Adobe, eBay, Facebook, Google, Hulu, IBM, LinkedIn, Microsoft, Spotify, AOL, Twitter, University of Maryland, Yahoo!, Cornell University Web Lab
Medtronic, Cirque du Soleil, Antarc, B&G Manufacturing, EarlySense, eBay, Ferrero, James Austin Company, Lenovo, Sagem, RAK Ceramics, Vodafone
Find out what your peers are saying about Apache Hadoop vs. SAP Business Warehouse and other solutions. Updated: January 2026.
881,114 professionals have used our research since 2012.