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Mode Enterprise vs Salesforce Einstein Analytics comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Feb 8, 2026

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

Mode Enterprise
Ranking in BI (Business Intelligence) Tools
30th
Average Rating
7.2
Reviews Sentiment
4.5
Number of Reviews
7
Ranking in other categories
No ranking in other categories
Salesforce Einstein Analytics
Ranking in BI (Business Intelligence) Tools
23rd
Average Rating
8.0
Reviews Sentiment
7.2
Number of Reviews
21
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of October 2026, in the BI (Business Intelligence) Tools category, the mindshare of Mode Enterprise is 0.9%, up from 0.5% compared to the previous year. The mindshare of Salesforce Einstein Analytics is 1.2%, up from 1.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools Mindshare Distribution
ProductMindshare (%)
Salesforce Einstein Analytics1.2%
Mode Enterprise0.9%
Other97.9%
BI (Business Intelligence) Tools
 

Featured Reviews

Shivkumar Targude - PeerSpot reviewer
Senior Software Engineer at a tech services company with 1,001-5,000 employees
Custom cohort dashboards have transformed customer tracking but still need richer built‑in visuals
From my perspective, adding more custom visualizations as inbuilt features would be greatly beneficial for developers and other teams. For specific visualizations, we currently need to use Python and JavaScript combinations to create great visualizations such as cohort analysis. If these visualizations were added by default to Mode Enterprise, it would be beneficial for all of us. There are common visualizations that are not currently in Mode Enterprise but should be added. There are advantages and disadvantages to the current state. The advantages mainly include the ability to combine all datasets, which definitely reduces time. Because Python and JavaScript are supported, we can develop cohort dashboards, which many other BI tools do not support. Mode Enterprise supports cohort dashboards, which is a significant advantage.
Sunny Nair - PeerSpot reviewer
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.

Quotes from Members

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

Pros

"Mode Enterprise positively impacted my organization with its clean visualization and slightly faster response times."
"The most valuable feature I would say is the flexibility in editing."
"The solution is simple for people from a viewing perspective, not a coding perspective."
"Mode Enterprise has positively impacted my organization by making data analysis and reporting much faster."
"The tool helps to catch results and review them."
"I have used many other BI tools, but when I compare other BI tools with Mode Enterprise, I find it more interesting because it supports Amazon Redshift and cloud-related technology as well as some static-related technology, and it also supports customization through coding with JavaScript and Python."
"The most important feature of the solution is the ability to run Python-based scripts."
"There is definitely a lot of ROI in it."
"The inbuilt features, like pictorial representation of the data and the ability to remap and realign the data, provide clarity in understanding sales perspectives."
"The way Salesforce Einstein Analytics is structured in terms of the work assignments and the user profile is very good."
"The insights it provides about customers are valuable; we get insights about the market, what they are doing, and what they're planning, and it is a comprehensive solution with everything in it so I can easily find what I need."
"The most valuable features of Salesforce Einstein Analytics are the flexibility around the deployment, overall capabilities, user-friendliness, and interactiveness with the tools that came built with it."
"It's scalable."
"Tableau CRM is a very capable solution. It is easy to use, user-friendly, and integrates well."
"The fact that the solution is visually appealing because of its lightning interfaces can be considered one of its most valuable features"
 

Cons

"I think in terms of User Interface, I would say it can be better."
"From my perspective, adding more custom visualizations as inbuilt features would be greatly beneficial for developers and other teams."
"Mode Enterprise can be improved by reducing the cost, as I think the enterprise version is much costlier."
"When I talk about improving Mode Enterprise, I would specifically like to address the need for easier drag-and-drop report creation, better self-service analysis for non-SQL queries, and improved sharing collaboration."
"Mode Analytics needs to improve the overall user experience."
"The data visualization is cumbersome in Mode Analytics. I want the solution to add a map that has an easy interface. The UI is slow sometimes."
"The solution could run faster."
"The product is expensive."
"The product must be more transparent."
"I would advise others not to customize because they rolled out the newer versions, which are every six months. There had to be some significant testing and verification that happened. It is important to have a strong third-party provider that is very experienced. We used Deloitte, but we evaluated Accenture, KPMG, and IBM, but we decided on Deloitte and that was a good decision for us. Having a partner who has a center of excellence or experts that could give you a lot of the tips that they've learned could jumpstart your deployment and stick to the standards."
"Einstein Analytics could incorporate something like SFIA 8 to help users understand the underlying skill sets."
"If a user leaves your organization, you shouldn't lose the visibility of all of the records."
"They can add more intelligence to it, especially for the markets outside the USA."
"Better pricing would make it available to more users and we would likely use it more broadly within the organization."
"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."
 

Pricing and Cost Advice

"The pricing is per user."
"Mode Analytics is cheap compared to other tools."
"My decision-maker found the pricing expensive, but it is okay for me."
"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 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."
"Salesforce has a subscription-based licensing structure, where it's between $20 to $75 per month, per user."
"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
Construction Company
18%
Comms Service Provider
11%
Outsourcing Company
9%
Computer Software Company
8%
Construction Company
16%
Financial Services Firm
12%
Outsourcing Company
9%
Comms Service Provider
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business3
Large Enterprise4
By reviewers
Company SizeCount
Small Business7
Midsize Enterprise4
Large Enterprise12
 

Questions from the Community

What needs improvement with Mode Analytics?
When I talk about improving Mode Enterprise, I would specifically like to address the need for easier drag-and-drop report creation, better self-service analysis for non-SQL queries, and improved s...
What is your primary use case for Mode Analytics?
My main use case for Mode Enterprise is querying and analyzing business data using SQL, where I create reports and dashboards that support ad hoc analysis and decision making. A specific example of...
What advice do you have for others considering Mode Analytics?
On a scale of one to ten, I would rate Mode Enterprise as a seven. I chose seven out of ten because my experience is mostly positive, but there are a few things that can be fixed, and I believe tha...
What needs improvement with Salesforce Einstein Analytics?
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, espec...
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, ...
What advice do you have for others considering Salesforce Einstein Analytics?
We use portions of Teams if I am not wrong, though it is managed by a different team and we do not use it much. On a scale of one to 100, I would say at least 70 to 80. I rate Salesforce Einstein A...
 

Also Known As

No data available
Einstein Analytics, Salesforce Wave Analytics
 

Overview

 

Sample Customers

Lyft, Zenefits, Twitch, Trello, Clover, Grovo, CrowdFlower, Segment, Everlane, Pocket, Highfive
ADS Securities, Alstom Grid, American Express, Barclays Bank, Coca-Cola, CoderDojo, Dubai Multi Commodities Centre, Financial Conduct Authority
Find out what your peers are saying about Mode Enterprise vs. Salesforce Einstein Analytics and other solutions. Updated: September 2026.
915,341 professionals have used our research since 2012.