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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
3rd
Average Rating
8.2
Reviews Sentiment
8.2
Number of Reviews
25
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 (40th)
 

Mindshare comparison

As of June 2026, in the Data Preparation Tools category, the mindshare of SAS Enterprise Guide is 7.6%, down from 16.4% compared to the previous year. The mindshare of Zaloni Data Platform is 4.1%, up from 1.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Preparation Tools Mindshare Distribution
ProductMindshare (%)
SAS Enterprise Guide7.6%
Zaloni Data Platform4.1%
Other88.3%
Data Preparation Tools
 

Featured Reviews

Namanjbaraiya Baru - PeerSpot reviewer
Biostatistician at Lambda Therapeutic Research Ltd.
Automated scheduling has transformed clinical analysis workflows and saves significant time
The best feature of SAS Enterprise Guide is scheduling jobs and flows. The scheduling jobs and flows feature stands out to me because of its ease of use and reliability, as I have to perform so many tasks. By scheduling jobs and code, it makes tasks much easier for me. By using SAS Enterprise Guide, which I currently use after previously using SAS 9.4, the time-saving feature of scheduling jobs and code and performing statistical analysis more advanced along with some low-code features makes our timeline very easy to achieve. In SAS Enterprise Guide, I also use data management and statistical analysis, and the statistical analysis accuracy along with data management, data cleaning, and data performing is very good.
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 offers many excellent features, such as parallel execution on the same server, controlling output datasets in the process flow, and conditional processing."
"By using SAS Enterprise Guide, which I currently use after previously using SAS 9.4, the time-saving feature of scheduling jobs and code and performing statistical analysis more advanced along with some low-code features makes our timeline very easy to achieve."
"Enterprise Guide is much better at generating reports than many solutions."
"Brought better performance by having people work on a powerful server instead of a workstation."
"The solution is user-friendly, the resource for the query builder is very useful, and the ability to explore the data is a benefit."
"We are able to work on the server, and I can copy a data set and share it with someone in my team. Similarly, if I want some data from them, I can get it. Being able to work on the server and being able to switch from one user to another is a good thing. It is reliable and powerful, and its community is very wide."
"We now mostly use the Enterprise Guide for such scheduling purposes, so error processes will not inhibit the others."
"The point and click makes it easy to transfer the knowledge to new employees."
"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."
"You can create a lot of ingestions based on the file levels or based on the time."
 

Cons

"I would like to see integration with schedulers when run from hosting environments such as Citrix."
"Our data warehouse is built on the Netezza database. We have SAS BI, and we populate the Netezza database. When we have tables with, for example, a hundred million rows in Netezza, SAS Enterprise Guide doesn't work. It doesn't return any results. It works for around 30 to 40 million rows, but it is not working for anything more than that. This issue is only with the Netezza database. With Oracle, it is quite good. They can improve its performance with the Netezza database. There should be one unique tool that includes SAS Data Integration Studio and SAS Enterprise Guide for more integration capabilities. With SAS Enterprise Guide, it is not possible to create connections and libraries and build transformations that can be used for other projects. This tool should have all capabilities that SAS Enterprise Guide does not have. Such a tool would be perfect because it will be used by developers and business users at the same time. In addition to the integration capabilities, they should also provide more deployment capabilities. There should be an option to easily create SAS packages and export them from one environment to another. There could also be a possibility to connect with R and Python. Open-source tools are hot in the market nowadays, and it would be good to extend its capabilities."
"However, I do not think SAS Enterprise Guide provides all the machine learning features that we want."
"Sometimes you have to rely on support, and that is a bit time-consuming. They take a while to respond to an inquiry."
"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."
"Sentiment analytics would be a great feature to add into EG, as well as compatibility with machine learning languages, such as Python and R."
"Setting up SAS Enterprise Guide is somewhat messy and complex, but it works for what we do."
"If these elements do pan out properly in Alteryx, I may like it better than SAS Enterprise Guide overall."
"The major pain point with Zaloni is that their exception handling is not good."
"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."
"Technical support is in need of improvement."
"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."
 

Pricing and Cost Advice

"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."
"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 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."
"Management liked it a lot because the license per seat was cheaper than a traditional SAS environment."
"The pricing and associated costs are substantial."
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Top Industries

By visitors reading reviews
Financial Services Firm
28%
Manufacturing Company
10%
Healthcare Company
9%
Construction Company
7%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise6
Large Enterprise16
No data available
 

Questions from the Community

What needs improvement with SAS Enterprise Guide?
Some data visualization tools may be improved by SAS Enterprise Guide. The interface of SAS Enterprise Guide is good, and I would not add anything else about the needed improvements.
What is your primary use case for SAS Enterprise Guide?
My main use case for SAS Enterprise Guide is performing statistical analysis, scheduling job codes, and scheduling flows. I use SAS Enterprise Guide for performing statistical analysis on clinical ...
What advice do you have for others considering SAS Enterprise Guide?
I suggest others go through SAS training before utilizing SAS Enterprise Guide because it is far more advanced than one might initially think. I want to give one piece of advice to all SAS 9.4 user...
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Also Known As

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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: June 2026.
902,456 professionals have used our research since 2012.