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Alteryx vs Anaconda Business comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jul 27, 2025

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 Science Platforms
5th
Average Rating
8.4
Reviews Sentiment
7.0
Number of Reviews
83
Ranking in other categories
Predictive Analytics (1st), Data Preparation Tools (1st)
Anaconda Business
Ranking in Data Science Platforms
11th
Average Rating
8.2
Reviews Sentiment
7.0
Number of Reviews
20
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of October 2025, in the Data Science Platforms category, the mindshare of Alteryx is 5.7%, down from 7.2% compared to the previous year. The mindshare of Anaconda Business is 2.4%, up from 2.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Science Platforms Market Share Distribution
ProductMarket Share (%)
Alteryx5.7%
Anaconda Business2.4%
Other91.9%
Data Science Platforms
 

Featured Reviews

Theresa McLaughlin - PeerSpot reviewer
Quick development enables seamless data processing despite occasional support issues
There were times when the product would fail during development without an apparent reason. The support structure changed; initially, we received great support, however, it later became less reliable due to licensing issues and a tiered support system. Licensing negotiations were problematic, affecting our product usage. For instance, our licenses were temporarily lost during negotiations when an agreement couldn't be reached.
Rohan Sharma - PeerSpot reviewer
Provides all the frameworks and makes it easy to create environments for multiple projects
The best thing is that it provides all the frameworks and makes it easy to create environments for multiple projects using Anaconda. It is easy for a beginner to learn to use Anaconda. Comparatively, it is easier than using virtual environments or other environments because of the Conda environment. However, there are many things in Anaconda that people need to be aware of, so it can be challenging.

Quotes from Members

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

Pros

"The drag-and-drop features are useful for data scientists who do not like to code because it is already in the system."
"It's super easy to learn how to use it — the learning curve is very small."
"Alteryx makes it easy for the end customer to see clean data in a structured form."
"The scheduling feature for the automation is excellent."
"Alteryx is a low-code platform, and that's the biggest reason why we chose it."
"The product's initial setup phase is simple and straightforward."
"The most valuable feature of Alteryx is user-friendliness."
"I found Alteryx's ability to modify data on the fly, using in-memory processing, very useful."
"Anaconda is an open-source platform that can integrate numerous other kits and models in one place."
"The most advantageous feature is the logic building."
"It helped us find find the optimal area for where our warehouse should be located."
"The tool's most valuable feature is its cloud-based nature, allowing accessibility from anywhere. Additionally, using Jupyter Notebook makes it easy to handle bugs and errors."
"The product is responsive, sleek and has a beautiful interface that is pleasant to use. It helps users to easily share code."
"Anaconda Business has positively impacted my organization because, when discussing the security point of view, it's exceptional; when comparing it to other solutions, Anaconda Business is superior."
"The most valuable feature is the Jupyter notebook that allows us to write the Python code, compile it on the fly, and then look at the results."
"The notebook feature is an improvement over RStudio."
 

Cons

"The solution can be quite complex in some aspects."
"Configuration is very low."
"The server is too expensive for what you get and it really a designer desktop on a server."
"The data integration component could most likely be improved to increase enterprise scalability."
"The technical support could have a little bit of improvement."
"Even when it already includes some AI models, this area could be improved."
"Lacks an open source edition which would be helpful."
"They should work on its pricing."
"Anaconda should be optimized for RAM consumption."
"One thing that hurts the product is that the company is not doing more to advertise it as a solution and make it more well known."
"The ability to schedule scripts for the building and monitoring of jobs would be an advantage for this platform."
"I think better documentation or a step-by-step guide for installation would help, especially for on-premise users."
"My suggestion for improvement is that they should enhance the security point of view; it's good, but it needs some more advanced features."
"Having a small guide or video on the tool would help learn how to use it and what the features are."
"Anaconda could benefit from improvement in its user interface to make it more attractive and user-friendly. Currently, it's boring."
"A lot of people and companies are investing in creating automated data cleaning and processing environments. Anaconda is a bit behind in that area."
 

Pricing and Cost Advice

"A designer and scheduler for $13K/year in total is pretty much earning you the money back in time and in other resources."
"It can be a bit pricey, especially after the first year."
"The pricing is $5000 per year per production license."
"I don't know much about the licensing, but there are some additional costs for certain features."
"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."
"​Very transparent.​"
"It has a good price."
"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."
"The product is open-source and free to use."
"The tool is open-source."
"Anaconda is free to use, but in terms of hardware costs, you might need heavy GPUs to run CUDA and other demanding tasks."
"My company uses the free version of the tool. There is also a paid version of the tool available."
"The licensing costs for Anaconda are reasonable."
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Top Industries

By visitors reading reviews
Financial Services Firm
23%
Manufacturing Company
9%
Computer Software Company
8%
Retailer
6%
Financial Services Firm
18%
Manufacturing Company
8%
University
8%
Computer Software Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business31
Midsize Enterprise15
Large Enterprise51
By reviewers
Company SizeCount
Small Business11
Midsize Enterprise2
Large Enterprise11
 

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...
What do you like most about Anaconda?
The tool's most valuable feature is its cloud-based nature, allowing accessibility from anywhere. Additionally, using Jupyter Notebook makes it easy to handle bugs and errors.
What is your experience regarding pricing and costs for Anaconda?
My experience with pricing, setup cost, and licensing is satisfactory.
What needs improvement with Anaconda?
I think Anaconda Business is performing well overall. My suggestion for improvement is that they should enhance the security point of view; it's good, but it needs some more advanced features.
 

Comparisons

 

Overview

 

Sample Customers

AnalyticsIq Inc., belk, BloominBrands Inc., Cardinalhealth, Cineplex, Dairy Queen
LinkedIn, NASA, Boeing, JP Morgan, Recursion Pharmaceuticals, DARPA, Microsoft, Amazon, HP, Cisco, Thomson Reuters, IBM, Bridgestone
Find out what your peers are saying about Alteryx vs. Anaconda Business and other solutions. Updated: September 2025.
872,029 professionals have used our research since 2012.