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SAP HANA vs Spark SQL 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

SAP HANA
Average Rating
8.4
Reviews Sentiment
6.5
Number of Reviews
85
Ranking in other categories
Data Virtualization (2nd), Embedded Database (4th), Relational Databases Tools (4th)
Spark SQL
Average Rating
7.8
Reviews Sentiment
7.6
Number of Reviews
14
Ranking in other categories
Hadoop (5th)
 

Featured Reviews

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…
Sahil Taneja - PeerSpot reviewer
Easy to use and do not require a learning curve
Spark SQL can improve the documentation they have provided. It can be a bit unclear at times. They could improve the documentation a bit more so that we can understand it more easily. Moreover, they could improve SparkUI to have more advanced versions of the performance and the queries and all.

Quotes from Members

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

Pros

"This solution is very fast."
"A very feature-rich solution with excellent performance."
"The solution is very stable."
"The most valuable features of SAP HANA include its user-friendliness, flexibility, and extensive support for various functionalities like finance, logistics, and workforce processes."
"The solution is extremely stable. That's the most important aspect of the solution, for our organization. There is no downtime, and the performance is very good."
"Probably the main feature is its in-memory database."
"When we upgraded, we received more functions or more features."
"Using this solution has given us better details for reporting and analytics."
"One of Spark SQL's most beautiful features is running parallel queries to go through enormous data."
"The team members don't have to learn a new language and can implement complex tasks very easily using only SQL."
"The speed of getting data."
"I find the Thrift connection valuable."
"Offers a variety of methods to design queries and incorporates the regular SQL syntax within tasks."
"The stability was fine. It behaved as expected."
"Certain data sets that are very large are very difficult to process with Pandas and Python libraries. Spark SQL has helped us a lot with that."
"It is a stable solution."
 

Cons

"When we are using SAP HANA we have some difficulty with the customization. We would like to be able to add and make customized menus."
"The pricing could be better."
"It's a complex initial setup."
"A documents preview could be helpful."
"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."
"While new users to this solution have the benefit of the new design, existing ERP users may experience issues with migrating legacy data. We would like to see development of ready-made tools that allow for easy mapping when upgrading."
"I think that the pricing is high and it needs improvement."
"When you do a report on a non-SAP platform, you face some compatibility problems."
"It would be beneficial for aggregate functions to include a code block or toolbox that explains its calculations or supported conditional statements."
"This solution could be improved by adding monitoring and integration for the EMR."
"The solution needs to include graphing capabilities. Including financial charts would help improve everything overall."
"In terms of improvement, the only thing that could be enhanced is the stability aspect of Spark SQL."
"SparkUI could have more advanced versions of the performance and the queries and all."
"It would be useful if Spark SQL integrated with some data visualization tools."
"In the next update, we'd like to see better performance for small points of data. It is possible but there are better tools that are faster and cheaper."
"Anything to improve the GUI would be helpful."
 

Pricing and Cost Advice

"SAP HANA is expensive, but unfortunately, we do not have any alternatives."
"The pricing is a bit on the high side."
"There is a yearly subscription to use SAP HANA. There is a fee for maintenance."
"The pricing is relatively high for both customers and partners."
"The tool’s subscription is yearly."
"The cost of SAP HANA is high, and I would rate the price at eight out of ten."
"SAP HANA is an expensive product."
"SAP HANA is very expensive here in China. My company bought the SAP ERP suite, which includes SAP HANA. For others who use SAP HANA as an analytical database, CPU numbers will affect the pricing, so as a solution, it's costly."
"The on-premise solution is quite expensive in terms of hardware, setting up the cluster, memory, hardware and resources. It depends on the use case, but in our case with a shared cluster which is quite large, it is quite expensive."
"We use the open-source version, so we do not have direct support from Apache."
"There is no license or subscription for this solution."
"The solution is open-sourced and free."
"We don't have to pay for licenses with this solution because we are working in a small market, and we rely on open-source because the budgets of projects are very small."
"The solution is bundled with Palantir Foundry at no extra charge."
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Top Industries

By visitors reading reviews
Manufacturing Company
15%
Computer Software Company
11%
Financial Services Firm
10%
Government
7%
Financial Services Firm
22%
Computer Software Company
16%
Manufacturing Company
8%
Retailer
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
 

Questions from the Community

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...
What do you like most about Spark SQL?
Spark SQL's efficiency in managing distributed data and its simplicity in expressing complex operations make it an essential part of our data pipeline.
What is your experience regarding pricing and costs for Spark SQL?
We don't have to pay for licenses with this solution because we are working in a small market, and we rely on open-source because the budgets of projects are very small.
What needs improvement with Spark SQL?
In terms of improvement, the only thing that could be enhanced is the stability aspect of Spark SQL. There could be additional features that I haven't explored but the current solution for working ...
 

Comparisons

 

Also Known As

SAP High-Performance Analytic Appliance, HANA
No data available
 

Overview

 

Sample Customers

Unilever, NHS 24, adidas Group, CHIO Aachen, Hamburg Port Authority (HPA), Bangkok Airways Public Company Limited
UC Berkeley AMPLab, Amazon, Alibaba Taobao, Kenshoo, Hitachi Solutions
Find out what your peers are saying about SAP HANA vs. Spark SQL and other solutions. Updated: April 2025.
849,686 professionals have used our research since 2012.