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IBM Cloud Pak for Data vs SAP HANA comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Apr 6, 2025

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

IBM Cloud Pak for Data
Ranking in Data Virtualization
3rd
Average Rating
7.8
Reviews Sentiment
6.5
Number of Reviews
13
Ranking in other categories
Data Integration (16th)
SAP HANA
Ranking in Data Virtualization
2nd
Average Rating
8.2
Reviews Sentiment
6.5
Number of Reviews
84
Ranking in other categories
Embedded Database (4th), Relational Databases Tools (4th)
 

Mindshare comparison

As of April 2025, in the Data Virtualization category, the mindshare of IBM Cloud Pak for Data is 19.4%, up from 14.9% compared to the previous year. The mindshare of SAP HANA is 15.0%, down from 19.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Virtualization
 

Featured Reviews

Michelle Leslie - PeerSpot reviewer
Starts strong with data management capabilities but needs a demo database
What I would love to see is an end-to-end, almost a training demo database of some sort, where one of the biggest problems with data management is demonstrated. There are so many components to data management, and more often than not, people understand one thing really well. They may understand DataStage and how to move data around, but they do not see the impact of moving data incorrectly. They also do not see the impact of everyone understanding a piece of data in the same way. I would love Cloud Pak to come with a demo database that illustrates the different components of data management in a logical way, so I can see the whole picture instead of just the area I'm specializing in. It would be great if Cloud Pak, from a data modeling point of view, allowed us to import our PDMs, for example. It would be ideal to import and create business terms in Cloud Pak. The PEA would be great to create the technical data. The association between the business and the technical metadata could then be automated by pulling it through from your ACE models. The data modeling component is available in Cloud Pak. Additionally, when it comes to Cloud Pak, even though it has the NextGen DataStage built into it, there is Cloud Pak for data integration as well. Currently, I do not think we have a full enough understanding of how CP4D and CP4I can enhance each other.
Jayarami Reddy Pujeri - PeerSpot reviewer
Comprehensive system with real-time analytics for versatile industry applications
Our primary use case is working with various clients in industries such as pharmaceuticals and other services. We support clients as implementers of SAP HANA, providing expertise in functionality, finance, logistics, and processes The solution is very user-friendly and supports all kinds of…

Quotes from Members

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

Pros

"I love the way that I can start at a very basic level with my data management journey by capturing my policies, justifying my data, and putting them into different categories to say this is data relating to individuals, for example, or data relating to geography."
"Cloud Pak is a very, very, very good system."
"What I found most helpful in IBM Cloud Pak for Data is containerization, which means it's easy to shift and leave in terms of moving to other clouds. That's an advantage of IBM Cloud Pak for Data."
"The most valuable features are data virtualization and reporting."
"The most valuable features of IBM Cloud Pak for Data are the Watson Studio, where we can initiate more groups and write code. Additionally, Watson Machine Learning is available with many other services, such as APIs which you can plug the machine learning models."
"It is a scalable solution, and we have had no issues with its scalability in our company. I rate the solution's scalability a nine out of ten."
"IBM Watson Catalog and data pipelines are the most valuable features of the solution."
"DataStage allows me to connect to different data sources."
"The feature that I like the most is that we can transport the data to our web data application. SAP HANA's performance is really perfect. We're working on big data, and SAP HANA is really working on high performance. We are happy working with it."
"The solution operates well."
"The feature I found most valuable in SAP HANA is modeling. I also like that the solution has good integration and you can integrate it with any system, even third-party systems."
"The most valuable feature of SAP HANA is the modeling of the databases."
"SAP HANA is a stable solution."
"Using this solution has given us better details for reporting and analytics."
"Provides us with predictive capabilities for asset maintenance, and real-time forecasts."
"One feature I find very valuable, is the response time of the application on the database memory."
 

Cons

"The product is trying to be more maturity in terms of connectors. That, I believe, is an area where Cloud Pak can improve."
"There is a solution that is part of IBM Cloud Pak for Data called Watson OpenScale. It is used to monitor the deployed models for the quality and fairness of the results. This is one area that needs a lot of improvement."
"Cloud Pak would be improved with integration with cloud service providers like Cloudera."
"The solution could have more connectors."
"The solution's catalog searching or map search needs to be improved."
"The solution's user experience is an area that has room for improvement."
"The setup cost is very expensive. The cost depends on the pieces of the solution I'm using, how much data I have, and whether it's on the cloud or on-prem."
"What I would love to see is an end-to-end, almost a training demo database of some sort, where one of the biggest problems with data management is demonstrated."
"When you do a report on a non-SAP platform, you face some compatibility problems."
"Per SAP, you can do both transactional and analytical processes in SAP HANA. Though that's true, the speed is slower when you combine the two functions, so this is what I'd like SAP to improve in SAP HANA. In the next release, I want to see better diagrams in SAP HANA and a more user-friendly interface."
"I think that the pricing is high and it needs improvement."
"There are a few areas wherein there could be a patch upgrade, and that can cover up the country-specific payroll areas."
"They can improve their technology for the CRM subsystem. There are other products that are better and more effective for the CRM subsystem. Its price could be better. It is expensive."
"SAP HANA is not perfect and they could improve by having more options and more integration."
"The pricing could be better."
"I don't have direct access to SAP, and instead, I need to go through the SAP office in India."
 

Pricing and Cost Advice

"IBM Cloud Pak for Data is expensive. If we include the training time and the machine learning, it's expensive. The cost of the execution is more reasonable."
"It's quite expensive."
"The solution is expensive."
"Cloud Pak's cost is a little high."
"I think that this product is too expensive for smaller companies."
"For the licensing of the solution, there is a yearly payment that needs to be made. Also, since it is expensive, cost-wise, I rate the solution an eight or nine out of ten."
"I don't have the exact licensing cost for IBM Cloud Pak for Data, as my company is still finalizing requirements, including monthly, yearly, and three-year licensing fees. Still, on a scale of one to five, I'd rate it a three because, compared to other vendors, it's more complicated."
"The solution's pricing is competitive with that of other vendors."
"The price is high and could be a bit cheaper."
"The price is on the expensive side, at eight out of ten, with ten being expensive."
"A monthly or yearly license must be purchased, although its utility will be based on the cost-benefit analysis that is reached by the individual customer."
"SAP HANA is very expensive for small to medium businesses."
"The price of the solution could be reduced, it is expensive."
"It is expensive."
"SAP HANA is more expensive than other solutions."
"We pay $200 on a monthly basis."
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Top Industries

By visitors reading reviews
Financial Services Firm
27%
Computer Software Company
12%
Manufacturing Company
10%
Government
7%
Manufacturing Company
15%
Computer Software Company
12%
Financial Services Firm
10%
Government
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
 

Questions from the Community

What do you like most about IBM Cloud Pak for Data?
DataStage allows me to connect to different data sources.
What is your experience regarding pricing and costs for IBM Cloud Pak for Data?
The setup cost is very expensive. The cost depends on the pieces of the solution I'm using, how much data I have, and whether it's on the cloud or on-prem.
What needs improvement with IBM Cloud Pak for Data?
What I would love to see is an end-to-end, almost a training demo database of some sort, where one of the biggest problems with data management is demonstrated. There are so many components to data...
What are the biggest benefits of using SAP HANA?
Based on my work with SAP HANA, the biggest benefit that it can bring to your business is total data management. This product is by SAP - a company that serves almost all needs a client may have co...
Is SAP HANA’s customer and technical support reliable?
We have been using SAP HANA for a fairly short period of time and have only taken advantage of their customer support. So far, we have not had issues that required specialized help from technical s...
Is SAP HANA difficult to set up and start using?
SAP HANA is fairly easy to set up, however, I do not think a complete beginner can do it. You certainly need some preparation - either you need to have experience with similar solutions, or with ot...
 

Also Known As

Cloud Pak for Data
SAP High-Performance Analytic Appliance, HANA
 

Overview

 

Sample Customers

Qatar Development Bank, GuideWell, Skanderborg Music Festival
Unilever, NHS 24, adidas Group, CHIO Aachen, Hamburg Port Authority (HPA), Bangkok Airways Public Company Limited
Find out what your peers are saying about IBM Cloud Pak for Data vs. SAP HANA and other solutions. Updated: April 2025.
847,772 professionals have used our research since 2012.