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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

NB
Senior Technical Officer - Biostatistics & Programming 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

"The data cleaning part is valuable. SAS is a very powerful tool to work with and connect with different sources. We have several tables, and we are looking up tables from one place to another place. We are connecting with different data sources. The data is not coming from one source. There are several sources of data, and we have information coming from different sources. There are some flat files, and there is some information from the data warehouse."
"Enabled us to remove PC SAS, which reduced risk."
"It has definitely improved our communication with senior management."
"SAS EG is a reliable program that consistently performs well when it comes to manipulating large datasets."
"One of the features of the SAS Enterprise Guide is that it has a server, and we can access the server."
"The query builder feature is the most valuable."
"Filter and sort query builder is valuable. The ability to do advanced SAS programming is also a useful feature because we can do anything by using Enterprise Guide. It has a lot of functionalities. We can build ETL processes. There are clients who are using SAS Enterprise Guide to build ETL processes. They have a SAS-based program that is scheduled to run at a certain frequency to produce some reports for the business. It is a very useful tool for ETL unit tests and functional tests. You can also do data science projects in SAS Enterprise Guide by using different statistics. During my MBA, we used SAS Enterprise Guide for our statistic course. To query the data, there are many solutions such as SQL, but these tools are only a part of the integration. They are only useful for querying the data and require knowledge of SQL, so they are not suitable for business users. SAS Enterprise Guide can be very easily used by business users to filter and sort the data and build queries. It is not necessary to have coding skills to use SAS Enterprise Guide. For this reason, it is attractive for businesses."
"It streamlines our workflow involving multiple steps, from data extraction to modeling, and it is aimed at improving various aspects of banking operations, including customer retention and risk management."
"The most valuable feature is the ability to map data and write workflows with logic inside them."
"The entire need was to ingest it into big data and Zaloni was the fastest product to test and implement into production."
"You can create a lot of ingestions based on the file levels or based on the time."
 

Cons

"I would like it to give more information rather than just a forever loop that forces you to shut down the system. Give you more error messages without stopping the entire project, or even the entire application. That it displays more error messages rather than terminating the application."
"Sentiment analytics would be a great feature to add into EG."
"I found difficulties when trying to connect to Big Data environments, such as Apache Spark."
"It crashes more frequently than I would like."
"A log belongs to each program. I have experienced a situation where when I run just the exec files, it replaces the whole log and I wanted to see the earlier log, then this was not possible."
"It's not really user-friendly and it's difficult to configure as well."
"It would be very useful if EG could be enhanced to automatically file and clear the project log to ensure non-stop running of the project."
"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."
"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."
"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."
"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."
"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."
Information not available
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Top Industries

By visitors reading reviews
Financial Services Firm
29%
Healthcare Company
10%
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 Enterprise5
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: April 2026.
899,052 professionals have used our research since 2012.