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Mode Enterprise vs Salesforce Einstein Analytics comparison

 

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
32nd
Average Rating
7.4
Reviews Sentiment
4.8
Number of Reviews
6
Ranking in other categories
No ranking in other categories
Salesforce Einstein Analytics
Ranking in BI (Business Intelligence) Tools
28th
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 August 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 1.1%, down from 1.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools Mindshare Distribution
ProductMindshare (%)
Salesforce Einstein Analytics1.1%
Mode Enterprise0.9%
Other98.0%
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

"The most important feature of the solution is the ability to run Python-based scripts."
"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 tool helps to catch results and review them."
"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 positively impacted my organization with its clean visualization and slightly faster response times."
"It is valuable for bringing transparency of the communication that has been happening from all different parts of the organization to a customer."
"The tool is a cloud-based solution capable of integrating any kind of data in the world."
"The inbuilt features, like pictorial representation of the data and the ability to remap and realign the data, provide clarity in understanding sales perspectives."
"he most valuable feature of the solution is its ease of use."
"Salesforce Einstein Analytics is a simplified CRM. It's integration is good."
"Easy to use User-friendly Not required to be technical for a user to use Creates reports and dashboards with simple clicks and drags and drops Scheduling data sync Can easily handle a huge amount of data without any crunch or crash."
"The solution scales extremely well."
"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."
 

Cons

"The solution could run faster."
"Mode Enterprise can be improved by reducing the cost, as I think the enterprise version is much costlier."
"Mode Analytics needs to improve the overall user experience."
"From my perspective, adding more custom visualizations as inbuilt features would be greatly beneficial for developers and other teams."
"I think in terms of User Interface, I would say it can be better."
"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."
"They can add more intelligence to it, especially for the markets outside the USA."
"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."
"Support: Very less support now."
"The tool needs to simplify its features."
"Salesforce is working very rigorously on improvements with each release."
"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."
"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 must be more transparent."
 

Pricing and Cost Advice

"The pricing is per user."
"My decision-maker found the pricing expensive, but it is okay for me."
"Mode Analytics is cheap compared to other tools."
"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 solution is expensive."
"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."
"I rate the solution's pricing a seven out of ten."
"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."
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Top Industries

By visitors reading reviews
Construction Company
18%
Comms Service Provider
8%
Computer Software Company
8%
Financial Services Firm
8%
Construction Company
15%
Financial Services Firm
12%
Manufacturing Company
8%
Outsourcing Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business7
Midsize Enterprise4
Large Enterprise12
 

Questions from the Community

What needs improvement with Mode Analytics?
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 a...
What is your primary use case for Mode Analytics?
Mode Enterprise is being used for dashboard purposes only, specifically for custom dashboards. For the e-commerce domain, we use Mode Enterprise to track customers, such as finding out a customer's...
What advice do you have for others considering Mode Analytics?
Regarding licensing, I cannot provide detailed information on that topic. However, I can say that Power BI is open-source. If Mode Enterprise were provided as open-source, more people could start u...
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: August 2026.
909,725 professionals have used our research since 2012.