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Heavy.AI vs SAP HANA comparison

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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

Heavy.AI
Ranking in Relational Databases Tools
27th
Average Rating
8.0
Reviews Sentiment
4.4
Number of Reviews
3
Ranking in other categories
No ranking in other categories
SAP HANA
Ranking in Relational Databases Tools
3rd
Average Rating
8.4
Reviews Sentiment
6.3
Number of Reviews
93
Ranking in other categories
Data Virtualization (2nd), Embedded Database (1st), Database Management Systems (DBMS) (3rd)
 

Mindshare comparison

As of November 2026, in the Relational Databases Tools category, the mindshare of Heavy.AI is 0.8%, up from 0.4% compared to the previous year. The mindshare of SAP HANA is 6.2%, down from 8.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Relational Databases Tools Mindshare Distribution
ProductMindshare (%)
SAP HANA6.2%
Heavy.AI0.8%
Other93.0%
Relational Databases Tools
 

Featured Reviews

reviewer2886843 - PeerSpot reviewer
Service Cloud Gb Strat High Technology Enterprise Account Executive at a tech vendor with 10,001+ employees
Interactive analytics has revealed territory gaps and now needs simpler, more conversational guidance
I think whenever you're using these tools, you want it to be as conversational as possible, and I think more of that would be helpful for Heavy.AI. Allowing you to ask questions on how to do things inside of Heavy.AI and have it actually show you how to do it as you're doing it would be beneficial. That way you don't have to spend a lot of time trying things out through trial and error. Trial and error can be helpful because you're learning it that way, but at the same time, when you're just trying to do things quickly and you're not a professional or a user that uses it all the time, you might not have that. So you want to be able to get that information quickly and easily. Some aspects I didn't like, but some of it's just like, "of course not." I wish I could snap my fingers and have everything be perfect, but that's not realistic. The infrastructure is probably fairly expensive. I can't afford to do that. I would need my business, the company that I work for to do it for us. Otherwise I can't really do it. It's just expensive. I did feel that it was pretty easy to use, but I'm a little bit more experienced than the average person, so maybe someone less technical like my colleagues would struggle initially to figure it out. I think maybe enhancing the user-friendliness for people that are not coders, just kind of setting up the workflows and things so it's just easier would help. It seems to be more purpose-built for spatial stuff, for location plus time and things, but general purpose BI is kind of an important thing. I don't think people were actually taking advantage of that, and when they're not doing that, it creates a little bit of trouble.
Bassem Mohammed - PeerSpot reviewer
IT Application Manager at TBTD
Integrated business processes have improved real-time analytics and financial performance
Whether I or my customers utilize SAP HANA's real-time analytics depends on the data needed to be displayed, and then choosing how to transfer the data to the analytic object, data source, or database to be displayed in the reports. It may be near real-time, real-time, or running batch every day. There are tools for integration between third-party systems, such as OData or APIs from SAP to get in or push data to other systems. Support for both structured and unstructured data helps organizations unify data sources depending on the needed data to be displayed. There are many ways to store it for report displays, but structured data will be better than unstructured data.

Quotes from Members

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

Pros

"Heavy.AI being able to do these things without having that background was powerful for me."
"Heavy.AI has helped reduce handling times and improved agent performance significantly."
"We did see a saving of time and cost because we had a one-stop shop where we could access GPU utilization along with plotting of geographical data."
"Using this solution has given us better details for reporting and analytics."
"We have found the solution to be customizable and it is beneficial it comes as a bundled package, and additionally, it is user-friendly."
"The solution is easy to manage enterprise resources and the reporting and analytics are including. It is good for company growth and all module are managed well."
"The solution offers advanced features that the company was struggling to implement."
"It's very convenient and very innovative."
"Our operations have grown from a hundred data operations a day to as many in a couple of seconds."
"Some functions have good performance."
"SAP HANA is a stable solution."
 

Cons

"My experience with that was expensive to do for myself, so I had to get the company to sort of allow me to do it for Heavy.AI."
"Heavy.AI can be improved in agility to connect with multiple verticals, which is the first area, and the second is to analyze the business processes to prepare solutions for many verticals, as we approach this on a vertical basis."
"Heavy.AI can be improved since it is a very large and comprehensive tool. For someone who does not have expertise in the tool, they will struggle somewhat, so I think it could be made easier for people."
"The initial setup was very, very complex, tedious, and costly and required someone with great expertise to complete it."
"The documentation can be improved in the future."
"They should develop and improve the solution's data management system."
"The initial setup was pretty complex, considering the enormous amount of data they had from an Oracle ERP."
"More standards would help in the future."
"The surface side or Attack dashboard needs improvement because there are some gaps after sales services."
"I'd just like to see some more improvements done on the training, both on the functional training and technical training sides as a part of the complete solution."
"This is an expensive solution."
 

Pricing and Cost Advice

Information not available
"The pricing is relatively high for both customers and partners."
"SAP HANA is more expensive than other solutions."
"SAP HANA is affordable. I rate it a seven out of ten."
"The solution's license is very expensive so I rate pricing a one out of ten."
"The tool has a high price. I rate the solution’s pricing, one on a scale of ten, where one is expensive and ten is cheap."
"Its licensing is expensive for SMEs and large enterprises alike."
"The licensing cost for SAP HANA is approximately $200 per user per month."
"The licensing could improve."
report
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Top Industries

By visitors reading reviews
Construction Company
27%
Insurance Company
15%
Comms Service Provider
10%
Healthcare Company
9%
Manufacturing Company
14%
Financial Services Firm
11%
Outsourcing Company
9%
Comms Service Provider
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business5
Midsize Enterprise1
Large Enterprise5
By reviewers
Company SizeCount
Small Business26
Midsize Enterprise12
Large Enterprise64
 

Questions from the Community

What needs improvement with Heavy.AI?
I think whenever you're using these tools, you want it to be as conversational as possible, and I think more of that would be helpful for Heavy.AI. Allowing you to ask questions on how to do things...
What is your primary use case for Heavy.AI?
I was trying to get an idea of where some of the gaps were in my business specifically, where I should target my efforts using Heavy.AI for interactive analytics or graphics. I was trying to levera...
What advice do you have for others considering Heavy.AI?
I can compare Heavy.AI to some other things, and I was getting things that felt real. I was getting very good accuracy with it. It's hard to know exactly what is and what isn't accurate, but if som...
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...
 

Comparisons

 

Also Known As

OmniSci
SAP High-Performance Analytic Appliance, HANA
 

Overview

 

Sample Customers

Pactriglo, TUTELA, Skyhook, npm, Inc., Simulmedia
Unilever, NHS 24, adidas Group, CHIO Aachen, Hamburg Port Authority (HPA), Bangkok Airways Public Company Limited
Find out what your peers are saying about Heavy.AI vs. SAP HANA and other solutions. Updated: November 2026.
920,929 professionals have used our research since 2012.