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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
6.3
Number of Reviews
93
Ranking in other categories
Data Virtualization (2nd), Embedded Database (2nd), Relational Databases Tools (3rd), Database Management Systems (DBMS) (2nd)
Spark SQL
Average Rating
7.8
Reviews Sentiment
7.6
Number of Reviews
15
Ranking in other categories
Hadoop (5th)
 

Featured Reviews

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.
Kemal Duman - PeerSpot reviewer
Team Lead, Data Engineering at Nesine.com
Data pipelines have run faster and support flexible batch and streaming transformations
We do not have any performance problems, but we do have some resource problems. Spark SQL consumes so many resources that we migrated our streaming job from Spark to Apache Flink. Resource management in Spark SQL should be better. It consumes more resources, which is normal. The main reason we switched from Spark is memory and CPU consumption. The major reason is the resource problem because the number of streaming jobs has been increasing in our company. That is why we considered resource management as a priority. Because of the resource consumption, I would say the development of Spark SQL is better. For development purposes, it is a top product and not difficult to work with, but resources are the major problem. We changed to Flink regardless of development time. Development time is less in Spark compared with Flink.

Quotes from Members

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

Pros

"Anyone currently using SAP will be transitioning to HANA."
"The solution is marvelous because it controls everything including workflow and that makes our company more productive."
"I would rate the stability a 10 out of 10, and it absolutely deserves that mark."
"Provides us with predictive capabilities for asset maintenance, and real-time forecasts."
"Technically it resembles Oracle, but as a somewhat lighter version."
"SAP HANA is a cost-saving solution that helps save money and serves as a time-saving solution that helps save time."
"It is very flexible to integrate with SaaS components."
"This is a feature-rich product and I like all of them."
"This solution is useful to leverage within a distributed ecosystem."
"The performance is one of the most important features. It has an API to process the data in a functional manner."
"Data validation and ease of use are the most valuable features."
"The solution is easy to understand if you have basic knowledge of SQL commands."
"Overall the solution is excellent."
"The speed of getting data."
"It is a stable solution."
"Offers a variety of methods to design queries and incorporates the regular SQL syntax within tasks."
 

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."
"HANA could be improved by adding analytics and development models in the institution."
"The only downside of the product is that it is an expensive solution that needs to consider lowering its prices to improve the product."
"The bid process needs to be improved."
"The product is very demanding on memory requirements."
"The support is lacking and not worth the premium price. If support was just a nominal fee, it would be perceived differently."
"I would like to see improvements in the connectivity of the solution with other BI software. Not every software can connect to it natively."
"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."
"The solution needs to include graphing capabilities. Including financial charts would help improve everything overall."
"In the next release, maybe the visualization of some command-line features could be added."
"This solution could be improved by adding monitoring and integration for the EMR."
"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."
"It takes a bit of time to get used to using this solution versus Pandas as it has a steep learning curve."
"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."
 

Pricing and Cost Advice

"The price of this product is good."
"We pay $200 on a monthly basis."
"The licensing could improve."
"We pay for a maintenance license, and the licensing cost is high. In general, it is a very expensive solution."
"The cost of SAP HANA is high, and I would rate the price at eight out of ten."
"It comes with a significant cost."
"SAP HANA is expensive, but unfortunately, we do not have any alternatives."
"The price of licensing is dependent on the size of the project, however, we have found that there is scope to negotiate the cost. If the solution is implemented on-premises there may be some extra costs for hosting etc."
"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 solution is open-sourced and free."
"The solution is bundled with Palantir Foundry at no extra charge."
"There is no license or subscription for this solution."
"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."
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Top Industries

By visitors reading reviews
Manufacturing Company
14%
Financial Services Firm
10%
Comms Service Provider
8%
Computer Software Company
6%
Financial Services Firm
16%
University
16%
Retailer
13%
Healthcare Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business26
Midsize Enterprise12
Large Enterprise62
By reviewers
Company SizeCount
Small Business5
Midsize Enterprise6
Large Enterprise4
 

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...
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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: December 2025.
881,082 professionals have used our research since 2012.