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SAS Enterprise Guide vs Zaloni Data Platform comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Sep 10, 2024

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

SAS Enterprise Guide
Ranking in Data Preparation Tools
4th
Average Rating
8.2
Reviews Sentiment
6.5
Number of Reviews
24
Ranking in other categories
No ranking in other categories
Zaloni Data Platform
Ranking in Data Preparation Tools
13th
Average Rating
6.6
Number of Reviews
2
Ranking in other categories
Data Governance (39th)
 

Mindshare comparison

As of May 2026, in the Data Preparation Tools category, the mindshare of SAS Enterprise Guide is 7.9%, down from 17.9% compared to the previous year. The mindshare of Zaloni Data Platform is 4.0%, up from 1.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Preparation Tools Mindshare Distribution
ProductMindshare (%)
SAS Enterprise Guide7.9%
Zaloni Data Platform4.0%
Other88.1%
Data Preparation Tools
 

Featured Reviews

reviewer2232579 - PeerSpot reviewer
Data Analyst at a financial services firm with 10,001+ employees
Provides speedy server access for data analysis and modeling but lacks stability and needs to improve its visualization capabilities
Recently, we realized that SAS Enterprise Guide is not so stable and gives us some outputs which are not suitable, but it works well on rerunning the program. Sometimes it's quite hard to report its stability issues. Most of the time, its stability issues need to be reported with which our colleagues help. Another issue is that SAS Enterprise Guide gives us hardware output, but when we run a program that does not run correctly, we don't know what's wrong even though the output is good. When we try to report to technical support and they run the program, they cannot find anything from the log, but it is the same issue we find in the solution when we run it afterward. Sometimes we need to restart the computer, and it works, which is not so good. We set up quite a few programs to autorun, and sometimes the customer is not confident that the result would be good. It would be easier to use the solution if it had more functions. The solution needs to be more stable. The additional feature I want to see in the future would be visualization because, currently, the visualization from SAS is a bit like Python or similar ones in general.
reviewer1476264 - PeerSpot reviewer
Solution Architect at a financial services firm with 10,001+ employees
Solid multi-ingestion tool but with poor exception handling
The major pain point with Zaloni is that their exception handling is not good. If any event happens (an event is when the job stops in the middle of the process), it doesn't tell you at which point it failed and it doesn't tell the operations team how they should take corrective actions unless you call Zaloni and then identify the issues. That is one issue. Another issue is that sometimes your jobs fail and if you run it a second time, it will go through. A third area it could be improved is the deployment process. When you want to deploy anything, it has a lot of manual processes. For example, you have to create your password in an encrypted format, and then you have to use a lot of manual deployment process. They should actually be building something else, like using Jenkins or automating their process. I have suggested to them that they have to improve their deployment process because they want everyone to run a manual deployment. It takes a lot of time, about half a day, for any single deployment. Then test it, then it might not work, and then reverting back is not easy because of the manual deployment process. I think in recent versions they added a lot of upgrades and additional features including a lot of integrations. Before it was just AWS, later they extended it to Azure. I'm not sure how they have extended it to GCP. It has some built-in features and a lot of improvements now because the UI and the features were not easy to navigate. Regarding showing the metrics, it's okay. I will say it's neither easy nor hard, there is whatever is required. Lastly, on the governance side, it's not very good. We faced some issues with the Ranger version. Ranger was an authentication tool on big data and Zaloni had some compatibility issues with the Ranger at that time. Later they said those are all going to be resolved, but at that time it had some issues. I'm not sure whether it was working with the Sentry or not.

Quotes from Members

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

Pros

"SAS EG is a reliable program that consistently performs well when it comes to manipulating large datasets."
"We work with large data sets that cannot be handled in Excel, and SAS gives us the opportunity and the privilege to work with large data sets, making it very easy and saving time because, for example, if I want to use the same data with Excel, it would take a whole day, but with SAS, I can do it in two or three hours at the most."
"Scheduling downtime of some programs has been eliminated."
"Areas where SAS EG does a better job than regular SAS are in the realm of importing and exporting data. For instance, exporting a SAS data set in Unix to an Excel spreadsheet on a PC is a simple task compared to doing the same task with Base SAS."
"The solution is user-friendly, the resource for the query builder is very useful, and the ability to explore the data is a benefit."
"The data cleaning part is valuable; SAS is a very powerful tool to work with and connect with different sources."
"SAS has all kinds of useful features, so I think it is very good for analysis."
"The most valuable feature is the click and drop function."
"The most valuable feature is the ability to map data and write workflows with logic inside them."
"You can create a lot of ingestions based on the file levels or based on the time."
"The entire need was to ingest it into big data and Zaloni was the fastest product to test and implement into production."
"The most valuable feature is the ability to map data and write workflows with logic inside them."
 

Cons

"We don't use SAS Enterprise Guide that much here because we haven't explored some of the statistical modeling capabilities. However, I do not think SAS Enterprise Guide provides all the machine learning features that we want. Those would be separate products from SAS, such as SAS Buyers or any of the other solutions, which will give us the capabilities that we are looking for."
"The stability is not very reliable."
"Now that I have experience with Tableau, I think the visualization part of SAS EG could be more user friendly and easier to use. Tableau is very easy to use. It's just does a lot of work by itself, including color schemes. I think that could be incorporated easily into SAS EG, which would make it a much better product. Then you would not need Tableau."
"For some of the advanced functions, you need to learn some SAS code to get what you want."
"I would like to see integration with schedulers when run from hosting environments such as Citrix."
"If these elements do pan out properly in Alteryx, I may like it better than SAS Enterprise Guide overall."
"It is expensive."
"I had difficulty with the diagrammatic flow chart style representation of projects."
"The major pain point with Zaloni is that their exception handling is not good. If any event happens, it doesn't tell you at which point it failed and it doesn't tell the operations team how they should take corrective actions unless you call Zaloni and then identify the issues. That is one issue."
"The major pain point with Zaloni is that their exception handling is not good."
"When we have gone to the support team because something is wrong with the product, I would say that it has not been easy for them to sort things out and quickly give us a patch."
"Technical support is in need of improvement."
 

Pricing and Cost Advice

"The pricing and associated costs are substantial."
"In general, SAS has high prices, which is a reason why some clients don't use SAS solutions. The licensing is on a yearly basis."
"It is very expensive. We have a basic license, and there are many features that are not available with the basic version."
"I did look at the prices a few years ago, and I believe it was approximately $1,000 for a yearly subscription at that time."
"Management liked it a lot because the license per seat was cheaper than a traditional SAS environment."
"It is expensive. We get a different price based on our corporate rate. So, I'm not sure what the general cost is because we got a special rate for it."
Information not available
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Top Industries

By visitors reading reviews
Financial Services Firm
26%
Healthcare Company
11%
Manufacturing Company
10%
Construction Company
6%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise4
Large Enterprise16
No data available
 

Also Known As

No data available
ZDP
 

Overview

 

Sample Customers

Canary Islands Statistics Institute
CDS Global, AIG,
Find out what your peers are saying about SAS Enterprise Guide vs. Zaloni Data Platform and other solutions. Updated: April 2026.
893,915 professionals have used our research since 2012.