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Alteryx 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

Alteryx
Ranking in Data Preparation Tools
1st
Average Rating
8.4
Reviews Sentiment
6.9
Number of Reviews
86
Ranking in other categories
Predictive Analytics (1st), Data Science Platforms (5th)
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 Alteryx is 8.7%, down from 27.2% 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 (%)
Alteryx8.7%
Zaloni Data Platform4.0%
Other87.3%
Data Preparation Tools
 

Featured Reviews

reviewer2797908 - PeerSpot reviewer
Senior Rpa Consultant at a computer software company with 51-200 employees
Time-saving workflows have transformed data preparation and predictive analysis for my team
Some of the best features Alteryx offers are its no and low-code capabilities. It delivers massive time-saving and includes spatial and predictive analysis. Alteryx includes built-in tools such as drive time analysis and linear regression, which are much harder to achieve in standard BI tools such as Power BI or Tableau. In addition to these features, Alteryx provides built-in spatial tools that can calculate drive time and location-based insights with minimal effort through drag-and-drop spatial tools, low complex coding, faster, and more accurate results. Linear regression predicts sales based on marketing spend, estimates costs based on usage, and identifies trends in historical data. Alteryx has positively impacted my organization by saving time, improving accuracy, and enabling better decision-making. Using Alteryx, complex tasks such as data cleansing, joining datasets, drive time analysis, and linear regression can be done much faster compared to manual Excel or SQL work. This reduces dependency on manual effort and lowers the risk of human error. Drive time analysis helps my organization make better location-based decisions, such as identifying optimal service areas or improving customer reach.
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 most valuable feature of Alteryx is user-friendliness."
"One-stop shop for data preparation, blending, prediction, and optimization in a single workflow."
"I have been pretty satisfied with Alteryx's data blending feature as it is quite easy to use as a non-code platform."
"Alteryx has helped us spend more time identifying results instead of performing analysis manually, helped us in our loading process including scrubbing data and identifying data elements that need to be corrected, and enabled us to understand our data sets a lot better."
"There are a lot of good customization capabilities."
"It is efficient in optimizing our ability to get information."
"You get more support with Alteryx, and it's good for non-sophisticated users who can benefit from the support included in the price."
"It's super easy to learn how to use it — the learning curve is very small."
"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."
"The most valuable feature is the ability to map data and write workflows with logic inside them."
 

Cons

"I mostly used it for flat files, but I have many colleagues who reported that to tune a query, in case they want to directly connect to the database, there is no option to optimize the performance of the query, as we have in Informatica."
"The solution could work on the BI side of the tool to make it a bit better."
"Alteryx is just as complicated as coding, in my opinion."
"Alteryx's development environment could be improved as it requires installation locally and can't be developed in the cloud."
"The scalability worries me a lot at the moment because the cost of the solution is high and it is not growing considerably. Unfortunately, we started during early COVID times and because of the economic downturn, all the cost cuttings, and everything, it is not growing as expected."
"Even when it already includes some AI models, this area could be improved."
"Alteryx needs to focus on the supply chain aspect since detecting financial figures and data anomalies is currently insufficient."
"The scalability worries me a lot at the moment because the cost of the solution is high and it is not growing considerably."
"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."
"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."
 

Pricing and Cost Advice

"Alteryx is an expensive solution."
"The pricing is $5000 per year per production license."
"The price for Alteryx Designer is reasonable but the price for Alteryx Server for universal collaborations is too expensive."
"A designer and scheduler for $13K/year in total is pretty much earning you the money back in time and in other resources."
"Alteryx is generally more suited for medium—to large companies due to its potentially high licensing costs."
"If one is a high price, and ten is a low price, I rate the tool's price as a one. The tool is expensive."
"The solution has a more costly license than other tools in the market."
"The license price of the solution is expensive."
Information not available
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Top Industries

By visitors reading reviews
Financial Services Firm
20%
Manufacturing Company
9%
Computer Software Company
7%
Retailer
5%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business32
Midsize Enterprise16
Large Enterprise54
No data available
 

Questions from the Community

What is the Biggest Difference Between Alteryx and IBM SPSS Modeler?
One of the differences is that with Alteryx you can use it as an ETL and analytics tool. Please connect with me directly if you want to know more.
What is the Biggest Difference Between Alteryx and IBM SPSS Modeler?
Alteryx is an extremely easy and flexible data tool, flexible in terms of drag and drop toolset and also has python, R integrations if your team requires this. It can handle over 2 billion rows of...
What is the Biggest Difference Between Alteryx and IBM SPSS Modeler?
I am not familiar with IBM SPSS Modeler, therefore, I cannot compare these two products. Regarding Alteryx I can say the following: - An excellent desktop tool for Data Prep and analytics. - Featu...
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Also Known As

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ZDP
 

Overview

 

Sample Customers

AnalyticsIq Inc., belk, BloominBrands Inc., Cardinalhealth, Cineplex, Dairy Queen
CDS Global, AIG,
Find out what your peers are saying about Alteryx vs. Zaloni Data Platform and other solutions. Updated: April 2026.
893,164 professionals have used our research since 2012.