Anaconda 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 8.8, and holds a 2.1% mindshare in the category. Salesforce is ranked #12 in BIT , with an average rating of 8.6, and holds a 1.4% mindshare. Additionally, 95% of Anaconda users are willing to recommend the solution, compared to 85% of Salesforce users who would recommend it.

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Executive Summary

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

Find out what your peers are saying about Databricks, Knime, Microsoft and others in Data Science Platforms.

To learn more, read our detailed Data Science Platforms Report (Updated: November 2024).

Buyer's Guide

Data Science Platforms

November 2024

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Categories and Ranking

IBM SPSS Statistics

Mindshare comparison

Data Science Platforms

BI (Business Intelligence) Tools

Featured Reviews

AbakarAhmat

Software Engineer at a university with 10,001+ employees

Sep 21, 2023

Enhancing survey analysis that provides valued insightfulness

I use it to analyze questionnaire surveys related to a product, solution, or application, such as open data services, which I provide to consumers and end-users. These surveys contain evaluation assessments, and I use SPSS to analyze the responses The most valuable feature is its robust…

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Rohan Sharma

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

May 9, 2024

Provides all the frameworks and makes it easy to create environments for multiple projects

I have been very enthusiastic about artificial intelligence and machine learning since my first year. I started learning Python in my first year and was using a MacBook with the M1 chip, which didn't have native Python support. I discovered Anaconda, which developed Python for Mac, so I started…

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Parker Goodson

Enterprise Account Executive at T-Mobile

May 22, 2023

Helpful consistent measurements, high availability, and scales well

As a sales representative, my primary tool for data analysis is Salesforce Einstein Analytics, which I predominantly utilize for sales-related activities near Rina. Additionally, I regularly review the tracked figures within the platform to ensure that I meet all the required performance metrics…

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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 SPSS interface is very accessible and user-friendly. It's really easy to get information in it. I've shared it with experts and beginners, and everyone can navigate it."

"Capability analysis is one of the main and valuable functions. We also do some hypothesis testing in Minitab and summary stats. These are the functions that we find very useful."

"You can find a complete algorithm in the solution and use it. You don't need to write your own algorithms for predictive analytics. That's the most valuable feature and the main one we use."

"The most valuable features mainly include factor analysis, correlation analysis, and geographic analysis."

"It has the ability to easily change any variable in our research."

"SPSS is quite robust and quicker in terms of providing you the output."

"You can quickly build models because it does the work for you."

"Some of the most valuable features that we are using with some business models are machine learning algorithms, statistical models given to us by the business, and getting data from the database or text files."

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

"The virtual environment is very good."

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

"Voice Configuration and Environmental Management Capabilities are the most valuable features."

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

"With Anaconda Navigator, we have been able to use multiple IDEs such as JupyterLab, Jupyter Notebook, Spyder, Visual Studio Code, and RStudio in one place. The platform-agnostic package manager, "Conda", makes life easy when it comes to managing and installing packages."

"The solution is stable."

More Anaconda pros

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

"The out-of-the-box features are good for companies that want to try analytics and data science interventions."

"The way Salesforce Einstein Analytics is structured in terms of the work assignments and the user profile is very good."

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

"Tableau CRM is a very capable solution. It is easy to use, user-friendly, and integrates well."

"We have found the scalability to be very good."

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

"Transparency is the most valuable feature of this solution."

More Salesforce Einstein Analytics pros

Cons

"In developing countries, it would be beneficial to provide certain features to users at no cost initially, while also customizing pricing options."

"IBM SPSS Statistics could improve the visual outputs where you are producing, for example, a graph for a company board of directors, or an advert."

"The statistics should be more self-explanatory with detailed automated reports."

"I think the visualization and charting should be changed and made easier and more effective."

"Each algorithm could be more adaptable to some industry-specific areas, or, in some cases, adapted for maintenance."

"SPSS slows down the computer or the laptop if the data is huge; then you need a faster computer."

"The reports could be better."

"The solution needs more planning tools and capabilities."

More IBM SPSS Statistics cons

"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."

"Anaconda can't handle heavy workloads."

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

"The solution would benefit from offering more automation."

"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."

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

"Anaconda should be optimized for RAM consumption."

More Anaconda cons

"The price of Salesforce Einstein Analytics is quite a bit expensive for the region of Mexico. I think the price of the product could be better."

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

"The tool needs to simplify its features."

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

"All of the timesheets and appraisal management I have not been happy with. There should be some improvements. For example, as a management team, our managers do not have access to see a summary report, such as who is on leave today or how many hours each person logged in. You have to get into individual users and see. You cannot see a summary report, the reporting is missing. There should improve the reports."

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

"They can provide more end-user customizations. There should be the possibility for the end-users to change some elements in the interface. I have a way of doing my job. My colleague may have his own way of doing his job. If I ask for a change, it'll change for everyone. It'll be good to have some end-user personalizations. I can't see many in Salesforce right now."

"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."

More Salesforce Einstein Analytics cons

Pricing and Cost Advice

"It's quite expensive, but they do a special deal for universities."

"If it requires lot of data processing, maybe switching to IBM SPSS Clementine would be better for the buyer."

"The price of IBM SPSS Statistics could improve."

"Our licence is on a yearly renewal basis. While pricing is not the primary concern in our evaluation, as products are assessed by whether they can meet our user needs and expertise, the cost can be a limiting factor in the number of licences we procure."

"I rate the tool's pricing a five out of ten."

"We think that IBM SPSS is expensive for this function."

"While the pricing of the product may be higher, the accompanying service and features justify the investment."

"The price of this solution is a little bit high, which was a problem for my company."

More IBM SPSS Statistics pricing and cost advice

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

"The licensing costs for Anaconda are reasonable."

"The tool is open-source."

"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."

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

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

"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."

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

"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."

"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 solution is expensive."

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Top Industries

By visitors reading reviews

Financial Services Firm

17%

University

Computer Software Company

Manufacturing Company

Financial Services Firm

18%

Computer Software Company

10%

Government

University

Computer Software Company

19%

Financial Services Firm

13%

Manufacturing Company

Educational Organization

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

Questions from the Community

What do you like most about IBM SPSS Statistics?

The software offers consistency across multiple research projects helping us with predictive analytics capabilities.

See all answers

What is your experience regarding pricing and costs for IBM SPSS Statistics?

While the pricing of the product may be higher, the accompanying service and features justify the investment. However...

See all answers

What needs improvement with IBM SPSS Statistics?

In some cases, the product takes time to load a large dataset. They could improve this particular area.

See all answers

What do you like most about Anaconda?

The tool's most valuable feature is its cloud-based nature, allowing accessibility from anywhere. Additionally, using...

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, Ju...

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 improvem...

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...

See all answers

What needs improvement with Salesforce Einstein Analytics?

Salesforce is working very rigorously on improvements with each release.

See all answers

What is your primary use case for Salesforce Einstein Analytics?

I am a Salesforce CPQ developer. I have also worked on Einstein Analytics for reporting purposes.

See all answers

Comparisons

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Compared 12% of the time

IBM Watson Studio vs IBM SPSS Statistics

Compared 2% of the time

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Databricks vs Anaconda

Compared 42% of the time

Microsoft Power BI vs Anaconda

Compared 12% of the time

Amazon SageMaker vs Anaconda

Compared 11% of the time

Microsoft Azure Machine Learning Studio vs Anaconda

Compared 10% of the time

Domino Data Science Platform vs Anaconda

Compared 3% of the time

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Microsoft Power BI vs Salesforce Einstein Analytics

Compared 44% of the time

Databricks vs Salesforce Einstein Analytics

Compared 14% of the time

IBM Watson Explorer vs Salesforce Einstein Analytics

Compared 11% of the time

SAP Analytics Cloud vs Salesforce Einstein Analytics

Compared 11% of the time

Tableau vs Salesforce Einstein Analytics

Compared 9% of the time

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Product Reports

Buyer's Guide

IBM SPSS Statistics

November 2024

Download IBM SPSS Statistics product report

Buyer's Guide

Anaconda

November 2024

Download Anaconda product report

Buyer's Guide

Salesforce Einstein Analytics

October 2024

Download Salesforce Einstein Analytics product report

Also Known As

SPSS Statistics

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Einstein Analytics, Salesforce Wave Analytics

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IBM

Anaconda

Salesforce

Overview

IBM SPSS Statistics is a powerful data mining solution that is designed to aid business leaders in making important business decisions. It is designed so that it can be effectively utilized by organizations across a wide range of fields. SPSS Statistics allows users to leverage machine learning algorithms so that they can mine and analyze data in the most effective way possible.

IBM SPSS Statistics Benefits

Some of the ways that organizations can benefit by choosing to deploy IBM SPSS Statistics include:

Ease of use. SPSS Statistics enables users to simply and intuitively take control of their statistical needs. The solution is designed so that analysts who do not know how to code can easily make full use of the various tools and capabilities that SPSS Statistics has to offer. Its command language is so straightforward that it does not require users to undergo special training before they use it.

Comprehensive and flexible build. SPSS Statistics is designed to be both a comprehensive and highly flexible analytics solution. It enables users to utilize a variety of integrations that make it easy for users to add features that they might feel they are missing.

Automation. SPSS Statistics makes it simple for users to automate basic tasks that they might otherwise devote too much time worrying about. Tasks like calculation or data gathering can be delegated to the system while more conceptual tasks like data analysis are given to an organization’s analysts to handle.

IBM SPSS Statistics Features

Intuitive user interface. SPSS Statistics enables users to deploy an intuitive interface that makes the process of system management simple. Among the other components of this interface is a drag-and-drop feature that makes analysis and management possible for anyone who wants to use it.

Advanced data visualizations. Analysts that employ SPSS Statistics gain access to tools that empower them to create and export data visualizations. These visualizations can be formatted in many different ways depending on what the user needs.

Local data storage. SPSS Statistics has the ability to securely store data on a user’s computer. This enables them to add layers of security that would not necessarily be present if the data was stored in the cloud.

Reviews from Real Users

IBM SPSS Statistics is a highly effective solution that stands out when compared to many of its competitors. Two major advantages it offers are the wealth of functionalities that it provides and its high level of accessibility.

An Emeritus Professor of Health Services Research at a university writes, "The most valuable feature of IBM SPSS Statistics is all the functionality it provides. Additionally, it is simple to do the five-way analysis that you can in a multidimensional setup space. It's the multidimensional space facility that is most useful."

A Director of Systems Management & MIS Operations at a university, says, “The SPSS interface is very accessible and user-friendly. It's really easy to get information from it. I've shared it with experts and beginners, and everyone can navigate it.”

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

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.

Sample Customers

LDB Group, RightShip, Tennessee Highway Patrol, Capgemini Consulting, TEAC Corporation, Ironside, nViso SA, Razorsight, Si.mobil, University Hospitals of Leicester, CROOZ Inc., GFS Fundraising Solutions, Nedbank Ltd., IDS-TILDA

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

Buyer's Guide

Data Science Platforms

November 2024

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