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SAS Viya Platform vs Zaloni Data Platform 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

SAS Viya Platform
Ranking in Data Governance
11th
Average Rating
7.8
Reviews Sentiment
5.2
Number of Reviews
10
Ranking in other categories
Data Integration (21st), Data Quality (6th), Data Management Platforms (DMP) (6th)
Zaloni Data Platform
Ranking in Data Governance
42nd
Average Rating
6.6
Number of Reviews
2
Ranking in other categories
Data Preparation Tools (14th)
 

Mindshare comparison

As of August 2026, in the Data Governance category, the mindshare of SAS Viya Platform is 0.6%. The mindshare of Zaloni Data Platform is 0.8%, up from 0.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Governance Mindshare Distribution
ProductMindshare (%)
SAS Viya Platform0.6%
Zaloni Data Platform0.8%
Other98.6%
Data Governance
 

Featured Reviews

KK
Assistant Manager Data Analytics (WFM) at Johari Digital Healthcare Limited
Modern analytics has transformed large data into faster insights and streamlined reporting
There are some areas of improvement I would mention regarding SAS Viya Platform. New users may find it complex initially, as its learning curve can be steep. Understanding CAS and different components is very challenging for a new user. The cost is also quite high; SAS Viya Platform via SaaS can be expensive compared to some open-source or other cloud alternatives. There are also some limitations in Visual Analytics. While it is easy to use, it could be more flexible compared to Power BI or Tableau. These are the main improvement areas where SAS Viya Platform should focus. I would add some additional pointers about needed improvements in SAS Viya Platform. Regarding customer support, it is good, but the response time for complex issues can sometimes be slower than expected. The documentation and learning resources are not very beginner-friendly, making it challenging for beginners to navigate. Regarding integration, it could be smoother with Databricks, Snowflake, and Power BI, but it is more complex than it should be. Since updates are automatic, users are sometimes not fully aware of changes or new features that are being updated, as compared to Power BI, which publishes updates on its website. SAS Viya Platform should work on these aspects.
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

"In my experience, the best feature of SAS Viya Platform is that it is very quick in doing the analysis, does the job very quickly and very well without any issues, and I was able to do multiple analyses at the same time."
"SAS Viya Platform brought several positive outcomes to my project: the centralized investigation platform, real-time fraud detection with Kafka streams scored in real time, improved reporting via SAS Visual Analytics, and the ability to scale for larger businesses."
"SAS Viya Platform has positively impacted my organization, as previously I was using SAS 9.4, and after migrating to SAS Viya Platform, we are able to present the data in useful ways that save our time and give sponsors a new opportunity to look at the data, which is a very good thing."
"SAS Viya Platform has positively impacted our organization by allowing us to make concrete decisions about stock ordering without either underordering or overcommitting financially across a wide range of products."
"Eliminating the need for separate visualization tools has greatly affected my team's workflow because it is just one integrated tool, one integrated platform."
"SAS Viya Platform is a great tool for our data analytics purpose, particularly how data profiling stands out compared to other tools impressed me."
"SAS Viya Platform has positively impacted my organization by saving time compared to when we were using SAS 9.4, as we can now work on two to three projects simultaneously within one hour, which is a significant improvement."
"Since starting to work with SAS Viya Platform, the positive impact we have seen includes improvements in distributing data sets for better analytics and machine learning."
"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."
"The most valuable feature is the ability to map data and write workflows with logic inside them."
 

Cons

"I have one complaint about SAS Viya Platform: it offers so many options in each application that someone new who is not familiar with SAS functionality might have trouble, as the learning curve can be very hard for a new learner."
"On the integration side, the PROC HTTP-based indexing is fragile."
"It was very difficult to build the required calculations directly on the reporting side, and we sometimes struggled."
"The cost is also quite high; SAS Viya Platform via SaaS can be expensive compared to some open-source or other cloud alternatives."
"I rate it a nine because for a fresher, the platform might not be entirely intuitive."
"However, the complexity of licensing and learning curves for users can be challenging."
"I would advise others looking into using SAS Viya Platform to go ahead if their budget allows."
"I think SAS Viya Platform could be improved as it is a little bit limited; for instance, you have to purchase specific features such as charts and quality control, so it is not a full analytics product."
"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."
"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."
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Top Industries

By visitors reading reviews
Construction Company
24%
Manufacturing Company
13%
Healthcare Company
9%
Comms Service Provider
8%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business2
Midsize Enterprise10
Large Enterprise7
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for SAS Viya Platform?
I am not much aware of the pricing, setup cost, and licensing of SAS Viya Platform because that was handled by the administrator. However, I do not think it is too costly to use. I never did a comp...
What needs improvement with SAS Viya Platform?
I would rate SAS Viya Platform an eight on a scale of one to ten. I chose an eight because it is a great product that we rely on heavily. However, the complexity of licensing and learning curves fo...
What is your primary use case for SAS Viya Platform?
Our main use case for SAS Viya Platform is analytics, particularly predictive analytics to determine demand planning and forecasting of stock. We are also interested in exploring ways we can use it...
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Also Known As

No data available
ZDP
 

Overview

 

Sample Customers

Information Not Available
CDS Global, AIG,
Find out what your peers are saying about SAS Viya Platform vs. Zaloni Data Platform and other solutions. Updated: August 2026.
909,725 professionals have used our research since 2012.