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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
5th
Average Rating
8.2
Reviews Sentiment
6.9
Number of Reviews
119
Ranking in other categories
Data Integration (12th), Predictive Analytics (1st), 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 November 2026, in the Data Science Platforms category, the mindshare of Alteryx One is 4.1%, down from 5.2% compared to the previous year. The mindshare of TIBCO Data Science is 1.5%, up from 0.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Science Platforms Mindshare Distribution
ProductMindshare (%)
Alteryx One4.1%
TIBCO Data Science1.5%
Other94.4%
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

"The solution is user-friendly."
"I would recommend the solution 100%. I really think it is a better platform than competitors."
"The initial setup was easy, overall; it's easy to use and easy to learn and you don't have to be a data scientist or an engineer to use it, which makes the setup very straightforward as the overall design is very approachable."
"I have a lot of business use cases where the ROI is less than a year, and sometimes even in three months."
"Alteryx is user-friendly and allows easy creation of workflows compared to Informatica PowerCenter."
"I think the most valuable feature for Alteryx in a health facility is that it permits cleaning, organizing, and merging of databases such as Excel and Access."
"We use Alteryx Designer for analytics. It's quite helpful because once we set it up, we don't have to manually update or process data repeatedly. It saves time, especially for financial reporting, which is typically done monthly or quarterly. Once we set it up initially, we only need to make occasional updates if necessary."
"It allows for manipulation and automation, which has greatly reduced the amount of time required per project."
"In this sector of the market, it is indeed a better tool than the other data analytics tool, such as QlikView, for example."
"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."
"The most valuable feature is the ease of setting up visualizations."
"The most valuable feature is the performance."
"In general, I would say that this is a good tool and I recommend it."
 

Cons

"What they're struggling with is it's not as mature as Tableau in the user management area. It was tougher to manage the server part of it right away, especially since the user base has grown."
"They should work on its pricing."
"I think better visualization would be helpful to this solution."
"Alteryx's development environment could be improved as it requires installation locally and can't be developed in the cloud."
"The desktop license is expensive."
"In some ways, I believe it is not yet as integrated as it could be."
"More statistics tools: We can use to compare SPSS statistics with some automated advisory."
"The solution can be made more affordable."
"I would like the visualization for the map of countries to be more easily configurable."
"The initial setup was quite complex."
"At this point, there are other tools that I would recommend before using Spotfire."
"Additional templates would help to get things moving more quickly in terms of getting the reports out."
"Whenever the client or someone was opening the report it would take around 15 to 20 minutes to open the first time."
"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."
 

Pricing and Cost Advice

"Alteryx is generally more suited for medium—to large companies due to its potentially high licensing costs."
"I rate the product's pricing a two to three out of ten."
"It's probably on the pricey side, but they provide some really useful ways to grow and test."
"It's very expensive. I'd rate it a four out of ten in terms of the price. It's great for big companies but not for small companies."
"It is $4,000 a year, so it is cheap versus other solutions. It also accomplishes three times the volume on the job in the same time (as the other solutions).​"
"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."
"We have a yearly cost that we pay for the licensing. We do not pay any costs in addition to the licensing fees."
"Alteryx is a little bit expensive compared to competing solutions."
Information not available
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Top Industries

By visitors reading reviews
Financial Services Firm
19%
Manufacturing Company
9%
Construction Company
8%
Outsourcing Company
7%
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
 

Interactive Demo

Demo not available
 

Overview

 

Sample Customers

Siemens Energy, Bank of America, Coca-Cola, BT, Papa Johns, McLaren Racing
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.
921,523 professionals have used our research since 2012.