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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
8.2
Reviews Sentiment
6.5
Number of Reviews
84
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

"It's sufficed all of our requirements. We primarily needed it to run SAP applications, like NetWeaver or S/4HANA, and it has been really good at that."
"Provides us with predictive capabilities for asset maintenance, and real-time forecasts."
"The solution is easy to scale."
"It is very stable and very innovative. You can integrate many applications with it."
"The most valuable features of SAP HANA include its user-friendliness, flexibility, and extensive support for various functionalities like finance, logistics, and workforce processes."
"We've had good experiences with technical support."
"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 main feature is that the processes are very flexible, they are able to be adapted to the business and their departments."
"I find the Thrift connection valuable."
"It is a stable solution."
"The performance is one of the most important features. It has an API to process the data in a functional manner."
"Offers a variety of methods to design queries and incorporates the regular SQL syntax within tasks."
"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."
"Overall the solution is excellent."
"The speed of getting data."
"One of Spark SQL's most beautiful features is running parallel queries to go through enormous data."
 

Cons

"I think that the pricing is high and it needs improvement."
"HANA could be improved by adding analytics and development models in the institution."
"The installation process could be more straightforward."
"They should develop and improve the solution's data management system."
"I give the scalability of SAP HANA a six out of ten."
"The JDBC connectors are very slow."
"The solution is very expensive, however. The pricing depends on the number of users and many other factors that affect licensing."
"The product lacks some flexibility in its settings and configurations."
"In terms of improvement, the only thing that could be enhanced is the stability aspect of Spark SQL."
"It takes a bit of time to get used to using this solution versus Pandas as it has a steep learning curve."
"It would be useful if Spark SQL integrated with some data visualization tools."
"The solution needs to include graphing capabilities. Including financial charts would help improve everything overall."
"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."
"I've experienced some incompatibilities when using the Delta Lake format."
"Being a new user, I am not able to find out how to partition it correctly. I probably need more information or knowledge. In other database solutions, you can easily optimize all partitions. I haven't found a quicker way to do that in Spark SQL. It would be good if you don't need a partition here, and the system automatically partitions in the best way. They can also provide more educational resources for new users."
"There are many inconsistencies in syntax for the different querying tasks."
 

Pricing and Cost Advice

"The licensing could improve."
"The licensing cost for SAP HANA is approximately $200 per user per month."
"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 expensive, but unfortunately, we do not have any alternatives."
"Set up a consortium of consulting partners and hardware vendors to define your tech. Landscape TCO (total cost of ownership) and then approach the OEM for pricing (on-premise or on cloud or a hybrid model). Check if you can bring your own licenses for some of the existing application licenses on the new platform, to reduce TCO."
"While the cost of the license may seem high, it is important to note that the benefits of the solution far outweighs the cost."
"It comes with a significant cost."
"SAP HANA is very expensive for small to medium businesses."
"There is no license or subscription for this solution."
"The solution is bundled with Palantir Foundry at no extra charge."
"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 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 open-sourced and free."
"We use the open-source version, so we do not have direct support from Apache."
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Top Industries

By visitors reading reviews
Manufacturing Company
15%
Computer Software Company
12%
Financial Services Firm
10%
Government
7%
Financial Services Firm
23%
Computer Software Company
14%
Retailer
8%
Manufacturing Company
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: March 2025.
842,388 professionals have used our research since 2012.