We performed a comparison between Databricks and Salesforce Einstein Analytics based on real PeerSpot user reviews.
Find out what your peers are saying about Databricks, Microsoft, Alteryx and others in Data Science Platforms."The most valuable feature of Databricks is the integration with Microsoft Azure."
"Databricks' most valuable feature is the data transformation through PySpark."
"What I like about Databricks is that it's one of the most popular platforms that give access to folks who are trying not just to do exploratory work on the data but also go ahead and build advanced modeling and machine learning on top of that."
"It is fast, it's scalable, and it does the job it needs to do."
"The integration with Python and the notebooks really helps."
"The setup is quite easy."
"We can scale the product."
"Ability to work collaboratively without having to worry about the infrastructure."
"The way Salesforce Einstein Analytics is structured in terms of the work assignments and the user profile is very good."
"Transparency is the most valuable feature of this solution."
"We have found the scalability to be very good."
"The out-of-the-box features are good for companies that want to try analytics and data science interventions."
"The solution scales extremely well."
"he most valuable feature of the solution is its ease of use."
"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. Integrating other systems and conducting campaigns is easy. The solution relies heavily on AI."
"The most valuable feature of Salesforce Einstein Analytics is the reporting tools."
"I would like it if Databricks adopted an interface more like R Studio. When I create a data frame or a table, R Studio provides a preview of the data. In R Studio, I can see that it created a table with so many columns or rows. Then I can click on it and open a preview of that data."
"In the next release, I would like to see more optimization features."
"I would like it if Databricks made it easier to set up a project."
"The solution has some scalability and integration limitations when consolidating legacy systems."
"There would also be benefits if more options were available for workers, or the clusters of the two points."
"The product should provide more advanced features in future releases."
"Doesn't provide a lot of credits or trial options."
"Databricks' technical support takes a while to respond and could be improved."
"If a user leaves your organization, you shouldn't lose the visibility of all of the records."
"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."
"They have a lot of opportunity to improve BI tools. With Einstein Analytics, we have a very minimal scope."
"There are some offerings like Sales Cloud, Service Cloud, and Marketing Cloud that have very useful online learning options. There need to be more avenues for self-learning with this particular solution. That would be useful."
"If I could improve Tableau CRM I would make it as powerful as Tableau. Tableau CRM is more integrated and it's on the web, but it has less functionality. It is lacking functionality at this time."
"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."
"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."
"Improvement-wise, I feel the solution must be more robust since it is not exactly ready to handle large data."
More Salesforce Einstein Analytics Pricing and Cost Advice →
Databricks is ranked 1st in Data Science Platforms with 78 reviews while Salesforce Einstein Analytics is ranked 12th in BI (Business Intelligence) Tools with 18 reviews. Databricks is rated 8.2, while Salesforce Einstein Analytics is rated 8.2. The top reviewer of Databricks writes "A nice interface with good features for turning off clusters to save on computing". On the other hand, the top reviewer of Salesforce Einstein Analytics writes "Helpful consistent measurements, high availability, and scales well". Databricks is most compared with Amazon SageMaker, Informatica PowerCenter, Dataiku, Microsoft Azure Machine Learning Studio and Dremio, whereas Salesforce Einstein Analytics is most compared with Microsoft Power BI, Tableau, SAP Analytics Cloud, IBM Watson Explorer and Qlik Sense.
We monitor all Data Science Platforms reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.
