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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

"SAP HANA is a stable solution."
"The performance is very, very good. It's one of the best aspects of the solution."
"SAP HANA's interface is pretty user-friendly."
"It's stable and reliable."
"SAP HANA is vertically and horizontally scalable."
"The solution offers advanced features that the company was struggling to implement."
"In comparison with other DMS solutions, it offers good performance."
"The most valuable features are the flexibility and the integration with other solutions in data quality."
"One of Spark SQL's most beautiful features is running parallel queries to go through enormous data."
"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."
"Overall the solution is excellent."
"The speed of getting data."
"This solution is useful to leverage within a distributed ecosystem."
"The solution is easy to understand if you have basic knowledge of SQL commands."
"I find the Thrift connection valuable."
 

Cons

"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."
"The documentation can be improved in the future."
"I don't have direct access to SAP, and instead, I need to go through the SAP office in India."
"Technical support should be more customer-friendly."
"SAP HANA is not perfect and they could improve by having more options and more integration."
"I would have rated the solution higher if this version was not missing some key features the newer version has."
"The bid process needs to be improved."
"It's a complex initial setup."
"In terms of improvement, the only thing that could be enhanced is the stability aspect of Spark SQL."
"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."
"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."
"There should be better integration with other solutions."
"It would be useful if Spark SQL integrated with some data visualization tools."
"SparkUI could have more advanced versions of the performance and the queries and all."
"Anything to improve the GUI would be helpful."
"I've experienced some incompatibilities when using the Delta Lake format."
 

Pricing and Cost Advice

"We pay for a maintenance license, and the licensing cost is high. In general, it is a very expensive solution."
"SAP HANA is expensive, but unfortunately, we do not have any alternatives."
"SAP HANA is affordable. I rate it a seven out of ten."
"People who are technical will accept the cost, but financially they will assess whether this solution will bring them revenue or not. People often ask, how will I profit when the cost is so high?"
"The licensing could improve."
"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."
"The price is on the expensive side, at eight out of ten, with ten being expensive."
"It is expensive."
"The solution is bundled with Palantir Foundry at no extra charge."
"There is no license or subscription for this solution."
"We use the open-source version, so we do not have direct support from Apache."
"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 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."
"The solution is open-sourced and free."
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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
22%
Computer Software Company
15%
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.
845,406 professionals have used our research since 2012.