Anaconda vs SAS Enterprise Miner comparison

Anaconda and SAS are both solutions in the Data Science Platforms category. Anaconda is ranked #11 with an average rating of 8.8, while SAS is ranked #18 with an average rating of 9.0. Anaconda holds a 2.1% mindshare in Data Science Platforms, compared to SAS’s 0.7% mindshare. Additionally, 95% of Anaconda users are willing to recommend the solution, compared to 93% of SAS users who would recommend it.

Anaconda

Read 19 Anaconda reviews

1,469 Views
1,198 Comparison Views

95% willing to recommend

SAS Enterprise Miner

Read 13 SAS Enterprise Miner reviews

616 Views
474 Comparison Views

93% willing to recommend

Anaconda

SAS Enterprise Miner

Comparison Buyer's Guide

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Executive SummaryUpdated on Dec 5, 2024

SAS Enterprise Miner and Anaconda are prominent in data analytics and predictive modeling. SAS Enterprise Miner is favored for enterprise-level analytics and support, while Anaconda's open-source flexibility and extensive tool suite appeal to those valuing innovation and cost-effectiveness.

Features: SAS Enterprise Miner is equipped with advanced data mining, predictive modeling, and segmentation functions, offering a stable environment for large enterprises. Anaconda provides a flexible platform with numerous pre-installed Python and R packages, ideal for machine learning and deep learning pursuits, fostering an experimental approach.

Room for Improvement: SAS Enterprise Miner may benefit from enhanced integration capabilities and reduced deployment complexity for smaller teams. An improved user interface and more intuitive data handling could also be advantageous. Anaconda might improve by streamlining the onboarding process for beginners, expanding support for additional programming languages, and enhancing real-time analytical processing.

Ease of Deployment and Customer Service: SAS Enterprise Miner, despite its structured deployment, offers extensive enterprise support for complex challenges. Anaconda allows lightweight integration, supported by a vast community forum, which is suitable for teams requiring flexible adjustment but less formal customer service.

Pricing and ROI: SAS Enterprise Miner's pricing is high due to its comprehensive features, but the significant long-term ROI makes it valuable for enterprise-level clients. Anaconda's open-source nature provides cost benefits with lower setup expenses, promoting rapid deployment and immediate ROI, thus being attractive to budget-conscious organizations.

To learn more, read our detailed Anaconda vs. SAS Enterprise Miner Report (Updated: April 2025).

Buyer's Guide

Anaconda vs. SAS Enterprise Miner

April 2025

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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

Anaconda

Ranking in Data Science Platforms

11th

Average Rating

8.2

Reviews Sentiment

7.4

Number of Reviews

Ranking in other categories

No ranking in other categories

SAS Enterprise Miner

Ranking in Data Science Platforms

18th

Average Rating

7.6

Reviews Sentiment

6.2

Number of Reviews

Ranking in other categories

Data Mining (7th)

Mindshare comparison

As of April 2025, in the Data Science Platforms category, the mindshare of Anaconda is 2.1%, down from 2.2% compared to the previous year. The mindshare of SAS Enterprise Miner is 0.7%, down from 0.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Science Platforms

Featured Reviews

Rohan Sharma

AI/ML Co-Lead at Developer Student Clubs - GGV

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.

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reviewer1352853

Executive Head of analytics at a retailer with 5,001-10,000 employees

A stable product that is easy to deploy and can be used for structured and unstructured data mining

We use the solution for predictive analytics to do structured and unstructured data mining I like the way the product visually shows the data pipeline. The product must provide better integration with cloud-native technologies. I have been using the solution for 20 years. The product is very…

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Quotes from Members

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

Pros

"It helped us find find the optimal area for where our warehouse should be located."

"It's interesting. It's user friendly. That's what makes it outstanding among the others. It has a collection of R, Python, and others. Their platform strategy has a collection of many other visualization tools, apart from Spyder and RStudio, which is really helpful for data science. For any data science professional, Anaconda is really handy. It has almost all the tools for data science."

"The virtual environment is very good."

"Anaconda is an open-source platform that can integrate numerous other kits and models in one place."

"The documentation is excellent and the solution has a very large and active community that supports it."

"The notebook feature is an improvement over RStudio."

"The solution is stable."

"It has a lot of functionality available, supports many libraries, and the developers are continually improving it."

More Anaconda pros

"The most valuable feature is that you can use multiple algorithms for creating models and then you can compare the results between them."

"he solution is scalable."

"I like the way the product visually shows the data pipeline."

"I found the ease of use of the solution the most valuable. Additionally, other valuable features include: the user interface, power to extract data, compatibility with other technologies (specifically with PS400), and automation of several tasks."

"The solution is able to handle quite large amounts of data beautifully."

"The setup is straightforward. Deployment doesn't take more than 30 minutes."

"Good data management and analytics."

"The most valuable feature is the decision tree creation."

More SAS Enterprise Miner pros

Cons

"It crashes once in a while. In case of a reboot or something unexpected, the unseen code part will get diminished, and it relatively takes longer than other applications when a reboot is happening. They can improve in these areas. They can also bring some database software. They have software for analytics and virtualization. However, they don't have any software for the database."

"Anaconda consumes a significant amount of processing memory when working on it."

"When you install Anaconda for the first time, it's really difficult to update it."

"Anaconda should be optimized for RAM consumption."

"One feature that I would like to see is being able to use a different language in a different cell, which would allow me to mix R and Python together."

"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."

"It also takes up a lot of space."

"The ability to schedule scripts for the building and monitoring of jobs would be an advantage for this platform."

More Anaconda cons

"The user interface of the solution needs improvement. It needs to be more visual."

"The initial setup is challenging if doing it for the first time."

"The visualization of the models is not very attractive, so the graphics should be improved."

"The product must provide better integration with cloud-native technologies."

"The ease of use can be improved. When you are new it seems a bit complex."

"While I don't personally need tutorials, I can't say that it wouldn't be helpful for others to have some to help them navigate and operate the system."

"The solution needs an easier interface for the user. The user experience isn't so easy for our clients."

"The solution is very stable, but we do have some problems with discrepancies involving SAS not matching with the latest Java versions. It's not stable in cases where SAS tries to run on a different version because SAS doesn't connect with the latest Java update. Once a month we need to restart systems from scratch."

More SAS Enterprise Miner cons

Pricing and Cost Advice

"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."

"Anaconda is free to use, but in terms of hardware costs, you might need heavy GPUs to run CUDA and other demanding tasks."

"The product is open-source and free to use."

"The tool is open-source."

"This solution is for large corporations because not everybody can afford it."

"The solution is expensive for an individual, but for an enterprise/institution (purchasing bulk licenses), it is not a high price for the use that will come from it."

"The solution must improve its licensing models."

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Top Industries

By visitors reading reviews

Financial Services Firm

20%

Computer Software Company

Government

Manufacturing Company

Financial Services Firm

25%

University

12%

Educational Organization

10%

Manufacturing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

Questions from the Community

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.

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What is your experience regarding pricing and costs for Anaconda?

Anaconda is an open-source tool, so I do not pay anything for it. It is compatible with every tool, regardless of whether it is open source or a paid package.

See all answers

What needs improvement with Anaconda?

There is room for improvement, especially regarding deployment. The process could be streamlined as the number of actions needed to deploy is quite large compared to other tools.

See all answers

What do you like most about SAS Enterprise Miner?

I like the way the product visually shows the data pipeline.

See all answers

What is your experience regarding pricing and costs for SAS Enterprise Miner?

The solution must improve its licensing models. It bundles all the products into smaller products. We can only have a subset of the functionality available according to our license. I rate the pric...

See all answers

What needs improvement with SAS Enterprise Miner?

The product must provide better integration with cloud-native technologies.

See all answers

Comparisons

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Compared 11% of the time

Microsoft Azure Machine Learning Studio vs Anaconda

Compared 7% of the time

KNIME vs Anaconda

Compared 5% of the time

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SAS Visual Analytics vs SAS Enterprise Miner

Compared 29% of the time

IBM SPSS Modeler vs SAS Enterprise Miner

Compared 22% of the time

KNIME vs SAS Enterprise Miner

Compared 22% of the time

Altair RapidMiner vs SAS Enterprise Miner

Compared 17% of the time

Microsoft Azure Machine Learning Studio vs SAS Enterprise Miner

Compared 9% of the time

More SAS Enterprise Miner Competitors

Product Reports

Buyer's Guide

Anaconda

April 2025

Download Anaconda product report

Buyer's Guide

Data Mining

April 2025

Download SAS Enterprise Miner product report

Also Known As

No data available

Enterprise Miner

Overview

Anaconda makes it easy for you to install and maintain Python environments. Our development team tests to ensure compatibility of Python packages in Anaconda. We support and provide open source assurance for packages in Anaconda to mitigate your risk in using open source and meet your regulatory compliance requirements.

Python is the fastest growing language for data science. Anaconda includes 720+ Python open source packages and now includes essential R packages. This powerful combination allows you to do everything you want from BI to advanced modeling on complex Big Data

Anaconda

SAS Enterprise Miner is a solution to create accurate predictive and descriptive models on large volumes of data across different sources in the organization. SAS Enterprise Miner offers many features and functionalities for the business analysts to model their data. Some of the business applications are for detecting fraud, minimizing risk, resource demands, reducing asset downtime, campaigns and reduce customer attrition.

SAS

Sample Customers

LinkedIn, NASA, Boeing, JP Morgan, Recursion Pharmaceuticals, DARPA, Microsoft, Amazon, HP, Cisco, Thomson Reuters, IBM, Bridgestone

Generali Hellas, Gitanjali Group, Gloucestershire Constabulary, GS Home Shopping, HealthPartners, IAG New Zealand, iJET, Invacare

Buyer's Guide

Anaconda vs. SAS Enterprise Miner

April 2025

Free Report: Anaconda vs. SAS Enterprise Miner

Find out what your peers are saying about Anaconda vs. SAS Enterprise Miner and other solutions. Updated: April 2025.

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