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IBM Cloud Pak for Data vs SAP HANA comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jan 25, 2026

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
5.1
Users see improved efficiency and ROI with IBM Cloud Pak for Data, streamlining management and boosting compliance and satisfaction.
Sentiment score
6.1
SAP HANA offers time and cost savings, with notable ROI and customization benefits, though integration costs challenge some companies.
We have been able to drive responsible, transparent, and explainable AI workflow to operationalize AI and mitigate risk and regulatory compliance easily.
Senior Data Analyst at Wipro Limited
It is easy to collect, organize, and analyze data no matter where it is, hence being able to make data-driven decisions.
Engineer at Turner Construction
It has given my teams an edge in data management through automation while adhering to compliance regulations.
Sr. Data Engineer at a tech vendor with 10,001+ employees
We do not feel we're getting value for the investment due to the additional resources needed for integration and maintenance.
Director of Infrastructure at a university with 5,001-10,000 employees
I have seen a return on investment with SAP HANA as it typically delivers measurable ROI, especially in finance and month-end close processes.
Finance Analyst at a tech vendor with 10,001+ employees
SAP HANA is a cost-saving solution that helps save money and serves as a time-saving solution that helps save time.
Senior Manager at PwC
 

Customer Service

Sentiment score
7.1
IBM Cloud Pak for Data's support is responsive, rated highly, and cost-effective, but lacks local language options and has occasional delays.
Sentiment score
6.1
SAP HANA offers high-quality 24/7 customer service, but experiences vary, with concerns over slow responses and complex issue handling.
I rate the technical support from IBM a nine out of ten because the support has been very top-notch, unparalleled, and also very professional.
Manager at Teshama Group
Cloud Pak is a complicated system, and it's often difficult to find the right resource in IBM to help with specific issues.
Data asset management engineer at a tech services company with 1-10 employees
The customer support for IBM Cloud Pak for Data is great and responsive.
Engineer at Turner Construction
The community support is better than the official SAP support.
SAP Analytics Lead at Miracle Software Systems, Inc
While issues are resolved eventually, the first level of support is not as good as we would like.
Sup-basis consultant at a security firm with 51-200 employees
When we raise a ticket for AWS or Azure issues, we find their support is very proactive, while SAP's support is quite passive.
Senior SAP Basis Consultant at a consultancy with 10,001+ employees
 

Scalability Issues

Sentiment score
6.6
IBM Cloud Pak for Data is scalable, efficiently managing growth and large data, with high resource use noted.
Sentiment score
7.8
SAP HANA provides scalable enterprise-level solutions, allowing seamless vertical and horizontal expansion to efficiently handle substantial data volumes.
I have not noticed any downtime or lagging, especially when dealing with large data, so it is relatively very scalable.
Senior Data Analyst at Wipro Limited
IBM Cloud Pak for Data's scalability is very good; it can be used by any size of organization.
Engineer at Turner Construction
For scalability, I rate it a nine out of ten because it is a very scalable solution that has been able to handle my organization's growth efficiently.
Manager at Teshama Group
SAP HANA handles large data volumes efficiently, allowing for adding more modules or users without performance issues.
Finance Analyst at a tech vendor with 10,001+ employees
Our operations have grown from a hundred data operations a day to as many in a couple of seconds.
Director of Infrastructure at a university with 5,001-10,000 employees
It depends on what needs to change in the structure, as some entities cannot be changed and require a new implementation, while others can be modified.
IT Application Manager at TBTD
 

Stability Issues

Sentiment score
7.8
IBM Cloud Pak for Data is stable with positive performance and integration, though scalability improvements are desired by some users.
Sentiment score
7.8
SAP HANA is praised for its stability, reliability, and efficiency, with improvements seen in version 2.0 and initial configurations.
The overall performance of IBM Cloud Pak for Data, particularly with IBM DataStage for ETL processes, is very good.
Sales Director at Jordan Business Systems
IBM Cloud Pak for Data is stable.
Sr. Data Engineer at a tech vendor with 10,001+ employees
We recently faced customer data loss during the cluster handover or failover fallback.
Senior SAP Basis Consultant at a consultancy with 10,001+ employees
We have not had any problems in the last seven to eight years.
Sup-basis consultant at a security firm with 51-200 employees
Regarding stability, they are using legacy systems and have implemented SAP HANA.
SAP Analytics Lead at Miracle Software Systems, Inc
 

Room For Improvement

IBM Cloud Pak for Data needs better integration, enhanced performance, simplified setup, cost management, and improved analytics for broader adoption.
SAP HANA needs improvements in interface, scalability, integration, and cost efficiency, with enhanced support, training, and mobile integration.
Setting up the hybrid and multi-cloud environments is a long job and it takes time.
Senior Data Analyst at Wipro Limited
IBM Cloud Pak for Data can be improved because processing speeds are sometimes slow.
Engineer at Turner Construction
To improve IBM Cloud Pak for Data, I suggest more out-of-the-box integration.
Senior Project Manager at EY
The main issue is the ecosystem, which lacks the widespread support that SQL enjoys.
Director of Infrastructure at a university with 5,001-10,000 employees
The setup process and deployment process for SAP HANA is complex.
Program manger at a consultancy with 10,001+ employees
Licensing costs with SAP HANA are very high.
SAP Analytics Lead at Miracle Software Systems, Inc
 

Setup Cost

IBM Cloud Pak for Data is costly, suitable for large enterprises, with pricing based on usage and deployment.
SAP HANA is costly due to licensing, setup, and hardware expenses, affecting affordability for smaller businesses despite robust capabilities.
The setup cost is very expensive.
Data asset management engineer at a tech services company with 1-10 employees
Regarding my experience with pricing, setup cost, and licensing, for a small organization, the price might be relatively high, but for huge enterprises such as ours, the price is relatively affordable.
Senior Data Analyst at Wipro Limited
The list price is high, but the flexibility in pricing is adequate.
Solution Manager at Intalion
It's a recurring subscription model, which is expensive compared to legacy systems with just a maintenance fee.
Director of Infrastructure at a university with 5,001-10,000 employees
SAP is not a cheap company, and its licenses are expensive.
Sup-basis consultant at a security firm with 51-200 employees
I would rate the price for SAP HANA as high.
Senior SAP Basis Consultant at a consultancy with 10,001+ employees
 

Valuable Features

IBM Cloud Pak for Data enhances productivity with AI tools, data governance, and seamless integration across hybrid and multi-cloud environments.
SAP HANA offers real-time processing, integration, scalability, and user-friendly interface, enhancing speed, reporting, and diverse business adaptability.
From there, I can work my way into a more granular level, applying all of that information on top of my actual data to understand what my data looks like, where it came from, and where it went wrong, managing it throughout the cycle.
Data asset management engineer at a tech services company with 1-10 employees
The benefits of choosing IBM Cognos, in addition to saving on cost, include having institutional knowledge about maintaining this infrastructure and enough people who have developed on Cognos in the past, which creates comfort in its use.
EDW Manager at a university with 1,001-5,000 employees
We have been able to save approximately 80 percent of our time. We are not doing data analysis manually, so this relieves our data department of dealing with data.
Senior Data Analyst at Wipro Limited
This architecture allows for faster data processing and real-time analytics that were not possible with traditional databases.
Director of Infrastructure at a university with 5,001-10,000 employees
The concept enhances speed, allowing the database to serve and move data quickly.
Sup-basis consultant at a security firm with 51-200 employees
One of our dashboards using Excelsius was previously developed on normal BW on Oracle data, which took 10 minutes to open. After developing the same calculation views using those tables and replacing them with calculation views in Excelsius, the dashboard opened in seconds.
SAP Analytics Lead at Miracle Software Systems, Inc
 

Categories and Ranking

IBM Cloud Pak for Data
Ranking in Data Virtualization
3rd
Average Rating
8.2
Reviews Sentiment
6.1
Number of Reviews
22
Ranking in other categories
Data Integration (15th)
SAP HANA
Ranking in Data Virtualization
2nd
Average Rating
8.4
Reviews Sentiment
6.3
Number of Reviews
93
Ranking in other categories
Embedded Database (1st), Relational Databases Tools (3rd), Database Management Systems (DBMS) (5th)
 

Mindshare comparison

As of June 2026, in the Data Virtualization category, the mindshare of IBM Cloud Pak for Data is 11.2%, down from 20.0% compared to the previous year. The mindshare of SAP HANA is 14.5%, up from 13.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Virtualization Mindshare Distribution
ProductMindshare (%)
SAP HANA14.5%
IBM Cloud Pak for Data11.2%
Other74.3%
Data Virtualization
 

Featured Reviews

Raman Shihan - PeerSpot reviewer
Sr. Data Engineer at a tech vendor with 10,001+ employees
Unified data workflows have transformed how I manage sensitive analytics and end-to-end AI
One of the things that IBM Cloud Pak for Data does well is the data privacy and security that it offers. Since most of my data is very sensitive, IBM privacy framework helps me secure it very conveniently. In my experience, some of the best features that I encounter in IBM Cloud Pak for Data are the AI and Watson Assistant, which is very good. The analytics dashboard featuring all the recent history is very good with IBM. Searching for data through the unified search option is super cool. Among those features, the artificial intelligence that solves everything automatically stands out as most valuable in my day-to-day work, saving a lot of time. I can also store my data in many clouds with all the desired data. The customer service system is excellent and always willing to help. I would also add that the project analytics dashboard, ability to manage data across different cloud platforms, and end-to-end AI lifecycle are very great. IBM Cloud Pak for Data has positively impacted my organization by helping me see some return on investments. I have the ability to access all my data much quicker through the unified search option. It has also improved data security and governance in my organization very well. I've seen a 30% increase in productivity through the introduction of AI with IBM Cloud Pak for Data, which has really simplified a lot of operations that were manually tackled.
HP
SAP Analytics Lead at Miracle Software Systems, Inc
Performs well with high database and reporting performance
We face difficulties replicating the AC DOCA table, which is a huge table, from S/4HANA to SAP HANA BAS, Business Application Studio, or HANA Studio using SLT. For developing Power BI reports using the AC DOCA table, we are replicating full data daily. We want to implement delta load, and while we used OData service for one client, the delta OData service link is not properly updating delta records. Licensing costs with SAP HANA are very high. Due to high pricing, many clients are moving from BW on SAP HANA and S/4HANA to Azure SQL. I have worked with several clients who have moved all data flows to Azure and developed Power BI queries on top of Azure. Many clients are also using Google Cloud Platform (GCP). The certification costs are also very high, more than ₹1,40,000 INR. Previously, it was ₹30,000 to ₹40,000. I want to pursue three certifications but am unable to do so due to the cost.
report
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Top Industries

By visitors reading reviews
Financial Services Firm
20%
Manufacturing Company
10%
Computer Software Company
7%
University
5%
Manufacturing Company
15%
Financial Services Firm
11%
Comms Service Provider
9%
Government
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business10
Large Enterprise20
By reviewers
Company SizeCount
Small Business26
Midsize Enterprise12
Large Enterprise64
 

Questions from the Community

What is your experience regarding pricing and costs for IBM Cloud Pak for Data?
My experience with pricing, setup cost, and licensing is that the cost of the product can be a bit higher, especially for a company working on a tight budget.
What needs improvement with IBM Cloud Pak for Data?
One of the improvements I think should be made to IBM Cloud Pak for Data is that the cost of the product is a bit higher. Besides cost, I think something that is needed for improvement is that more...
What is your primary use case for IBM Cloud Pak for Data?
My main use case for IBM Cloud Pak for Data is that it is fully scalable and a scalable platform for data. I use it to provide data solutions for my customers. I also use it to provide various indu...
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: June 2026.
899,052 professionals have used our research since 2012.