Anaconda Business vs Salesforce Einstein Analytics comparison

The compared Anaconda and Salesforce solutions aren't in the same category. Anaconda is ranked #11 in Data Science Platforms , with an average rating of 8.7, and holds a 2.3% mindshare in the category. Salesforce is ranked #15 in BIT , with an average rating of 8.5, and holds a 1.0% mindshare. Additionally, 96% of Anaconda users are willing to recommend the solution, compared to 86% of Salesforce users who would recommend it.

Anaconda Business

Read 23 Anaconda Business reviews

1,645 Views
1,201 Comparison Views

96% willing to recommend

Salesforce Einstein Analytics

Read 21 Salesforce Einstein Analytics reviews

2,228 Views
1,560 Comparison Views

86% willing to recommend

Anaconda Business

Salesforce Einstein Analytics

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Executive Summary

We performed a comparison between Anaconda Business and Salesforce Einstein Analytics based on real PeerSpot user reviews.

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Data Science Platforms

October 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 Business

Average Rating

8.2

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Data Science Platforms (11th)

Salesforce Einstein Analytics

Average Rating

8.0

Reviews Sentiment

7.2

Number of Reviews

Ranking in other categories

BI (Business Intelligence) Tools (15th)

Mindshare comparison

While both are Business Intelligence solutions, they serve different purposes. Anaconda Business is designed for Data Science Platforms and holds a mindshare of 2.3%, up 2.1% compared to last year.
Salesforce Einstein Analytics, on the other hand, focuses on BI (Business Intelligence) Tools, holds 1.0% mindshare, down 1.3% since last year.

Data Science Platforms Market Share Distribution
Product	Market Share (%)
Anaconda Business	2.3%
Databricks	12.3%
KNIME Business Hub	11.2%
Other	74.2%

Data Science Platforms

BI (Business Intelligence) Tools Market Share Distribution
Product	Market Share (%)
Salesforce Einstein Analytics	1.0%
Microsoft Power BI	12.7%
Tableau Enterprise	9.2%
Other	77.1%

BI (Business Intelligence) Tools

Featured Reviews

Karthik Ganiga

Analyst at Tata consultancy services

Has improved compliance workflows and reduced setup time with secure package management

The best features Anaconda Business offers in my experience include a secured package repository, vulnerability scanning, team collaboration tools, and enterprise integration, license, and user tracking. The repository feature of Anaconda Business ensures that only trusted, verified Python or R packages can be used, and for integration and licensing, it helps to meet compliance requirements that we need, mainly aiding in safe, controlled, and easy Python or R management for enterprise data. Anaconda Business positively impacts our organization by protecting us from compliance and security risks while keeping the environment consistent, allowing our team to focus on insight and innovation instead of worrying about setups, security, and software issues. Anaconda Business provides a 60 to 70% faster environment setup, zero security incidents, lower compliance costs, and better productivity.

Read full review

Sunny Nair

Solution Architect and Senior Consultant at Keysight Technologies

Business insights improve with reliable integration but face occasional system downtimes

It is difficult to integrate the modules. The customization is also a little bit complex currently, but it is getting easier as they continue improving the market. There are certain glitches, especially when the modules are upgraded or when there is a source code update, causing the entire tool to go offline. There is downtime which still affects the particular product. I would provide a reliability rating of 70%, with 30% still having scope for improvement.

Read full review

Quotes from Members

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

Pros

"The best part of Anaconda is the media distribution that comes as part of it. It gets us started very quickly."

"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 set of libraries that are used to support the functionality that we require."

"We find the advanced security, governance, and collaborative features for organizations using Python and R particularly useful, as these business plans provided by Anaconda Business have been very helpful."

"The product is responsive, sleek and has a beautiful interface that is pleasant to use. It helps users to easily share code."

"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 most advantageous feature is the logic building."

"It provides a unified platform where you can install Jupyter, Python Spider, and other related tools without needing separate installations."

More Anaconda Business pros

"The tool is a cloud-based solution capable of integrating any kind of data in the world."

"There is definitely a lot of ROI in it."

"I find Salesforce Einstein Analytics valuable because it is easier to use within Salesforce."

"Salesforce Einstein Analytics is a simplified CRM. It's integration is good."

"The most valuable feature of Salesforce Einstein Analytics is the reporting tools."

"he most valuable feature of the solution is its ease of use."

"It is a comprehensive solution. It has everything in it. I can easily find what I need."

"Einstein Analytics provides insights into what we are doing and how we are doing it. It tells us what benchmarks we need to hit consistently to achieve our goals. In sales, there is sometimes a disconnect between actions and objectives. We aren't necessarily going to close a deal because we call X number of people. There are some underlying skills that add nuance to these metrics."

More Salesforce Einstein Analytics pros

Cons

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

"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."

"The process could be streamlined as the number of actions needed to deploy is quite large compared to other tools."

"Anaconda can't handle heavy workloads."

"The pricing should be a little lower for a single person to use, as it might be affordable for an organization, but for my single use, it is difficult."

"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."

"Anaconda Business can be improved by offering faster package updates, an enhanced user interface, better cloud integration, more detailed analytics, and improved collaboration tools."

"I think better documentation or a step-by-step guide for installation would help, especially for on-premise users."

More Anaconda Business cons

"There are certain glitches, especially when the modules are upgraded or when there is a source code update, causing the entire tool to go offline."

"The product is natively integrated into the Salesforce ecosystem. You also need a CRM license. It should be more flexible with other platforms."

"The product is expensive."

"When it comes to generating reports, it appears that many users rely on experts to handle technical aspects. For instance, if you require a weekly report displaying accounts transitioning in and out of your modules, it seems challenging to accomplish without consulting experts for assistance. Such tasks should be user-friendly and easily achievable without external assistance."

"Einstein Analytics could incorporate something like SFIA 8 to help users understand the underlying skill sets."

"They have a lot of opportunity to improve BI tools. With Einstein Analytics, we have a very minimal scope."

"Salesforce is working very rigorously on improvements with each release."

"Better pricing would make it available to more users and we would likely use it more broadly within the organization."

More Salesforce Einstein Analytics cons

Pricing and Cost Advice

"The tool is open-source."

"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."

"Although it was deemed slightly expensive and failed the cost analysis we conducted in our company, we proceeded with the purchase because we desired to have a leading CRM system in the industry."

"Salesforce has a subscription-based licensing structure, where it's between $20 to $75 per month, per user."

"Salesforce Einstein Analytics can be considered somewhat expensive, depending on the company's needs. If they want the complete package with all the features, it's pricier. It all comes down to what the company requires from the platform."

"The biggest challenge we had was the cost and the licensing. We ended up getting an enterprise licensing agreement(ELA). That took a lot of negotiations and a lot of pressure. We were able to receive a good price for the community licensing they bundled Salesforce Einstein Analytics. They bundled a lot of capabilities with us with the ELA."

"Price-wise, Salesforce Einstein Analytics is an expensive tool."

"The solution is expensive."

"I rate the solution's pricing a seven out of ten."

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Top Industries

By visitors reading reviews

Financial Services Firm

18%

Manufacturing Company

University

Computer Software Company

13%

Financial Services Firm

12%

Manufacturing Company

Educational Organization

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	11
Midsize Enterprise	2
Large Enterprise	13

By reviewers
Company Size	Count
Small Business	7
Midsize Enterprise	4
Large Enterprise	12

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?

My experience with pricing, setup cost, and licensing is satisfactory.

See all answers

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.

See all answers

What do you like most about Salesforce Einstein Analytics?

The tool is valuable. It's one of the greatest programs I'm currently working with, and I believe it will continue to be crucial in the next four to five years. It's the future of our operations. I...

See all answers

What needs improvement with Salesforce Einstein Analytics?

See all answers

What is your primary use case for Salesforce Einstein Analytics?

It is more of an integrated platform where marketing, customer service, and the ticketing system are integrated into each other as a SaaS-based solution, which is what we use. For Marketing Cloud, ...

See all answers

Comparisons

Databricks vs Anaconda Business

Compared 20% of the time

Microsoft Power BI vs Anaconda Business

Compared 13% of the time

Google Cloud Datalab vs Anaconda Business

Compared 9% of the time

IBM SPSS Statistics vs Anaconda Business

Compared 8% of the time

Amazon SageMaker vs Anaconda Business

Compared 8% of the time

More Anaconda Business Competitors

Microsoft Power BI vs Salesforce Einstein Analytics

Compared 27% of the time

Databricks vs Salesforce Einstein Analytics

Compared 17% of the time

Tableau Enterprise vs Salesforce Einstein Analytics

Compared 15% of the time

IBM Watson Explorer vs Salesforce Einstein Analytics

Compared 7% of the time

SAP BusinessObjects Business Intelligence Platform vs Salesforce Einstein Analytics

Compared 7% of the time

More Salesforce Einstein Analytics Competitors

Product Reports

Buyer's Guide

Anaconda Business

October 2025

Download Anaconda Business product report

Buyer's Guide

Salesforce Einstein Analytics

October 2025

Download Salesforce Einstein Analytics product report

Also Known As

No data available

Einstein Analytics, Salesforce Wave Analytics

Overview

Anaconda Business provides a comprehensive platform for data science applications, integrating extensive libraries and seamless Python and R compatibility, enhancing developer productivity.

Anaconda Business offers data science professionals a platform combining extensive library support with pre-built models and seamless integration of Python and R environments. With features like a user-friendly interface and integrated Jupyter Notebook, it facilitates real-time code execution and debugging. Environmental management is simplified via Conda, while cloud-based access and package management enhance user experience. Community support and integration with applications like RStudio and Jupyter aid in data science and deep learning tasks.

What are the key features of Anaconda Business?

Extensive Library Support: Access numerous libraries for enhanced development capabilities.
Seamless Python and R Integration: Foster productivity through combined language support.
Cloud-Based Access: Facilitate collaboration and accessibility across teams.
Jupyter Notebook Integration: Enable real-time code execution and debugging.
Conda Environment Management: Simplify setup and management of environments.

What benefits should be considered in Anaconda Business?

Efficient Development: Streamline workflows with comprehensive tool integration.
Enhanced Collaboration: Utilize cloud-based tools for teamwork and data sharing.
Scalability: Adapt to growing workloads with robust capabilities.
Community Support: Leverage community expertise for solutions and troubleshooting.

Anaconda Business is widely used in industries like machine learning and data analysis, where it's employed for tasks such as predictive modeling and data visualization. Organizations utilize its compatibility with tools like Scikit-learn and TensorFlow for creating statistical models, supporting applications in fields such as analytics, education, subrogation, and warehouse management.

Anaconda

Salesforce Einstein Analytics is a customer and business analytics platform that’s optimized for mobile use and brings flexible customer analytics to everyone in the company. It works with many types of data, from many data sources, and it can change the way your company answers critical questions. Einstein Analytics allows you to:

Connect directly to your CRM data and execute on insights directly in Chatter.
Automatically analyze millions of rows of data and get predictive analytics with Einstein Discovery.
Explore data quickly and automate actions with prebuilt apps.
Use mobile to act, whether you're on Android or iOS.

Salesforce

Sample Customers

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

ADS Securities, Alstom Grid, American Express, Barclays Bank, Coca-Cola, CoderDojo, Dubai Multi Commodities Centre, Financial Conduct Authority

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Data Science Platforms

October 2025

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