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Alteryx One vs TIBCO Data Science comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Oct 16, 2026

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 One
Ranking in Data Science Platforms
4th
Average Rating
8.2
Reviews Sentiment
6.9
Number of Reviews
119
Ranking in other categories
Data Integration (11th), Predictive Analytics (2nd), Data Preparation Tools (1st)
TIBCO Data Science
Ranking in Data Science Platforms
25th
Average Rating
7.6
Reviews Sentiment
6.3
Number of Reviews
4
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of October 2026, in the Data Science Platforms category, the mindshare of Alteryx One is 3.8%, down from 5.7% compared to the previous year. The mindshare of TIBCO Data Science is 1.5%, up from 0.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Science Platforms Mindshare Distribution
ProductMindshare (%)
Alteryx3.8%
TIBCO Data Science1.5%
Other94.7%
Data Science Platforms
 

Featured Reviews

ManojBehera - PeerSpot reviewer
Senior Staff Cyber Security Cloud Data Architect at GE Healthcare
Automated complex ETL workflows have reduced coding effort and improved data integration
One area for improvement is in integrating mostly the data which comes from telemetry, where I can see some sort of improvisations can be made. It is a massive amount of unstructured data, and I believe Alteryx is able to handle it, but there can be some improvements. Suggestions for improvements in Alteryx include areas for increasing efficiency, particularly in processing telemetry data, which involves dealing with large volumes of unstructured data. Additionally, I believe when we use filter tools immediately after the input source, there can be slowdowns when handling massive data. The user experience of Alteryx is generally good, but there are areas for improvement from a user's perspective, particularly regarding user interface enhancements. I think there's always room for improvement, but otherwise, Alteryx has been a great tool for me. We haven't experienced significant disruptions while increasing data volumes, though I sense there could be performance issues as data grows exponentially. This is an area that could use improvement in Alteryx.
JS
Tibco Spotfire Expert (contractor via Amaris) at GSK
Good performance, reporting, and data visualization
The two similar solutions that I have used are MicroStrategy and Tableau. Tableau is pretty similar and it would be difficult for me to point out the differences. With MicroStrategy, it has a great feature where you build the representation in the database and it then the tool creates SQL queries by itself. There are more differences between these tools but this is the one essential difference.

Quotes from Members

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

Pros

"When you open a raw Excel file, it can be hard to look at everything in detail. Alteryx makes it much easier to go through the data, summarize it, and use different tools for analysis."
"It is a very user-friendly product that doesn’t require a strong technical background; you can build something within an hour."
"Alteryx is user-friendly and allows easy creation of workflows compared to Informatica PowerCenter."
"It is one of the most complete and great customer service that I experienced with a software company/ecosystem."
"The most valuable feature for me is integration."
"Before using Alteryx, I used Excel and another tool called Quest for creating reports, which took more than one or two hours to generate just one report, but now with Alteryx, it takes just five minutes."
"The product is intuitive and easy to use."
"I like that I can merge data from different sources into one place."
"The idea that you don't have to generate reports each day but they are sent automatically is great."
"We like the way we can drill down into each report to get back data on each project. From the portfolio level, I can see what is happening on it. That is a really important feature. I can look at indirect costs, for example, which are hitting each CIO portfolio. It's good to be able to see actual resources in terms of time as well as cost."
"In general, I would say that this is a good tool and I recommend it."
"In this sector of the market, it is indeed a better tool than the other data analytics tool, such as QlikView, for example."
"The most valuable feature is the performance."
"The most valuable feature is the ease of setting up visualizations."
 

Cons

"The major concern in Alteryx Designer stems from the high costs attached to the product."
"From a commercial standpoint, more options should be available for pricing. The licensing model needs to be specific."
"The pricing seems high for my current needs. However, considering the benefits, it is easier to justify to management for broader company usage."
"There are a few ways the solution could be made better. The graphical user interface could be made more friendly."
"The actual usage part of it needs to be explained more. It's too vague right now."
"There are a few imputation techniques which they really need to include."
"The learning curve is long, and there is lack of e-learning; the tool is not user-friendly to a non-technical user."
"Lacks an open source edition which would be helpful."
"I would like the visualization for the map of countries to be more easily configurable."
"Whenever the client or someone was opening the report it would take around 15 to 20 minutes to open the first time."
"At this point, there are other tools that I would recommend before using Spotfire."
"The initial setup was quite complex."
"In terms of performance, I can see there are some issues when you are working with big data. When we are taking it from the Data Lake, we have a lot of issues."
"The scripting for customization could be improved."
"Additional templates would help to get things moving more quickly in terms of getting the reports out."
 

Pricing and Cost Advice

"My organization pays for it, and I do not look into the financial aspect of the licensing, but I know it is pretty expensive."
"Opt for the three year subscription. It is 20% less than the yearly one."
"The pricing is $5000 per year per production license."
"We have a yearly cost that we pay for the licensing. We do not pay any costs in addition to the licensing fees."
"Alteryx Designer is an expensive solution."
"Alteryx is generally more suited for medium—to large companies due to its potentially high licensing costs."
"The price could be better."
"I don't know much about the licensing, but there are some additional costs for certain features."
Information not available
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Top Industries

By visitors reading reviews
Financial Services Firm
20%
Manufacturing Company
10%
Construction Company
8%
Outsourcing Company
6%
Comms Service Provider
16%
Manufacturing Company
11%
Construction Company
11%
Outsourcing Company
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business46
Midsize Enterprise20
Large Enterprise73
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

Alteryx Designer Cloud, Alteryx Designer
Alpine Data Chorus
 

Overview

 

Sample Customers

AnalyticsIq Inc., belk, BloominBrands Inc., Cardinalhealth, Cineplex, Dairy Queen
Havas Media, Tipping Point Community, eviCore
Find out what your peers are saying about Alteryx One vs. TIBCO Data Science and other solutions. Updated: September 2026.
917,403 professionals have used our research since 2012.