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 18 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: March 2025).

Buyer's Guide

Anaconda vs. SAS Enterprise Miner

March 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

"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 notebook feature is an improvement over RStudio."

"The virtual environment is very good."

"I can use Anaconda for non-heavy tasks."

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

"The most valuable feature is the set of libraries that are used to support the functionality that we require."

"The most advantageous feature is the logic building."

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

More Anaconda pros

"The solution is very good for data mining or any mining issues."

"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 technical support is very good."

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

"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."

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

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

More SAS Enterprise Miner pros

Cons

"The interface could be improved. Other solutions, like Visual Studio, have much better UI."

"Anaconda can't handle heavy workloads."

"I think that the framework can be improved to make it easier for people to discover and use things on their own."

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

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

"Having a small guide or video on the tool would help learn how to use it and what the features are."

"A lot of people and companies are investing in creating automated data cleaning and processing environments. Anaconda is a bit behind in that area."

"Anaconda could benefit from improvement in its user interface to make it more attractive and user-friendly. Currently, it's boring."

More Anaconda cons

"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."

"Technical support could be improved."

"The solution is much more complex than other options."

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

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

"Virtualization could be much better."

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

"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."

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."

"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 licensing costs for Anaconda are reasonable."

"The tool is open-source."

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

"The solution must improve its licensing models."

"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."

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Top Industries

By visitors reading reviews

Financial Services Firm

20%

Computer Software Company

Manufacturing Company

University

Financial Services Firm

25%

University

12%

Educational Organization

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.

See all answers

What is your experience regarding pricing and costs for Anaconda?

Anaconda does not require a pricing structure, and it is available as an open-source tool. The features of Python, Jupyter, and others are free to use.

See all answers

What needs improvement with Anaconda?

Anaconda consumes a significant amount of processing memory when working on it. This is something that needs improvement as it can impact performance.

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

Databricks vs Anaconda

Compared 35% of the time

Amazon SageMaker vs Anaconda

Compared 13% of the time

Microsoft Power BI vs Anaconda

Compared 12% of the time

Microsoft Azure Machine Learning Studio vs Anaconda

Compared 7% of the time

KNIME vs Anaconda

Compared 5% of the time

More Anaconda Competitors

SAS Visual Analytics vs SAS Enterprise Miner

Compared 33% of the time

IBM SPSS Modeler vs SAS Enterprise Miner

Compared 25% of the time

KNIME vs SAS Enterprise Miner

Compared 24% of the time

Altair RapidMiner vs SAS Enterprise Miner

Compared 18% 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

March 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

March 2025

Free Report: Anaconda vs. SAS Enterprise Miner

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