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MashZone NextGen Business Analytics vs ThoughtSpot comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jan 1, 2025

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

MashZone NextGen Business A...
Ranking in Data Visualization
36th
Average Rating
7.6
Reviews Sentiment
6.3
Number of Reviews
2
Ranking in other categories
No ranking in other categories
ThoughtSpot
Ranking in Data Visualization
11th
Average Rating
8.0
Reviews Sentiment
6.7
Number of Reviews
20
Ranking in other categories
BI (Business Intelligence) Tools (12th), Embedded BI (4th)
 

Mindshare comparison

As of August 2026, in the Data Visualization category, the mindshare of MashZone NextGen Business Analytics is 0.7%, up from 0.5% compared to the previous year. The mindshare of ThoughtSpot is 2.3%, down from 2.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Visualization Mindshare Distribution
ProductMindshare (%)
ThoughtSpot2.3%
MashZone NextGen Business Analytics0.7%
Other97.0%
Data Visualization
 

Featured Reviews

it_user1417119 - PeerSpot reviewer
IT Consultant at a tech services company with 11-50 employees
Better than any of the competition for ease-of-use but it is slow and not good with big data
Within the last month, Software AG sent us a new version of MashZone. Some of the features in MashZone have been modified and there are two new functionalities that are quite interesting to us. But we are still in the testing stage so there is not much to say about the new version yet and if they have resolved some things that are currently issues for us. The interface is good. It is very simple. It may not have many functions, but it is enough for process analysis. By comparison, Qlik and Tableau have many, many more functions. Statistical analysis is impossible in MashZone, but for process analysis, it is enough. MashZone is the best for process analysis. It is a very solid system. It is not as good for BI (Business Intelligence) because when you have big data, you have a problem. When we start to aggregate data and we have a source of something like one million rows, we have a big problem with MashZone because it is a very slow system.
Purity Wairimu - PeerSpot reviewer
Financial Analyst at Nestlé
Self-service analytics has empowered teams and now drives faster data-driven decisions
I have an experience of four years using ThoughtSpot. ThoughtSpot is very easy to use. Even non-technical users find it very easy to use and user-friendly. Some of the best features ThoughtSpot offers are innovation, ease of use, and data analytics. Reporting development is also pretty easy, making complex formulas slightly easier. Additionally, dashboarding for non-technical people, easy search of data, ease of getting insights, AI-driven analytics, and the ability to easily build charts are highlights. ThoughtSpot also offers data connection with live data sources. ThoughtSpot's scalability is impressive; it can handle large data easily, and performance has been powerful and reliable. The AI-driven analytics capabilities in ThoughtSpot help to predict future outcomes and are very helpful in tracking data, and performance is great.

Quotes from Members

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

Pros

"Mashzone is the best product on the market for process analysis."
"This solution is made to be easy-to-use. If you can use Excel, you can use MashZone."
"The technical support from Germany is very good."
"The most valuable features are real-time data, introspective data, and input data, and the interface is also very easy to use."
"The main core of ThoughtSpot is to create models, connect data pipelines, and create business models and dashboards on top of them."
"The self-service analytics capabilities are unrivaled, making it a top-notch solution."
"Stability is very important, and ThoughtSpot performs well."
"I would say the return on investment is good. Whatever we invested, we got results. We have been finding it easy to use and onboard new use cases."
"The scalability is good."
"The best feature is usability from the customer and client perspective, and while Power BI requires a dedicated developer to create reports, ThoughtSpot is really easy to work with, connects seamlessly with other databases, and refreshes large datasets in just 10-15 seconds compared to Power BI's half-hour delay."
"The initial setup was very straightforward."
"ThoughtSpot takes the modifying of existing reports out of our hands."
 

Cons

"MashZone is not very good to use with big data, statistical analysis, or financial analysis. This is not what it is built to do."
"If I try to analyze big data in MashZone, it is just impossible."
"MashZone could be faster and provide more support for IoT platforms."
"The dashboards could give you more ability to fine tune the appearance. You get a great deal more control over how something looks in Power BI than you do in ThoughtSpot."
"The prediction model needs improvement. While NLQ is working perfectly fine and the data understanding capabilities of ThoughtSpot are good, there is room for improvement."
"Although it's a very nice feature to have, I don't think that is something which can survive alone."
"I encountered limitations mainly around UI and dashboard configuration."
"A crucial feature we needed is missing, which involves restricting views of certain KPIs when users select conflicting parameters. We had to create a workaround, which impacted performance by loading pinboards slowly."
"The visualization customization needs improvement."
"Some areas for improvement include the pixel-perfect dashboards, which are not as refined as those in Tableau."
"The most difficult thing I found is that it only deals with the files and does not have direct connectivity to databases."
 

Pricing and Cost Advice

Information not available
"I give the pricing a six out of ten."
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Top Industries

By visitors reading reviews
No data available
Financial Services Firm
14%
Manufacturing Company
10%
Computer Software Company
7%
Construction Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business5
Midsize Enterprise1
Large Enterprise18
 

Questions from the Community

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What is your experience regarding pricing and costs for ThoughtSpot?
The pricing, setup cost, and licensing for ThoughtSpot are competitive, and it is a very user-friendly tool compared to its competitors. Setting it up was easy and straightforward.
What needs improvement with ThoughtSpot?
The customizability of the visualization live boards should be improved. Additional support for more data warehouse systems is needed, as data does not always match sometimes. Sophisticated data mo...
What is your primary use case for ThoughtSpot?
My name is Peter Chemo, a Financial Analyst at Nesto. One of the major challenges that ThoughtSpot solves is reducing the dependency on data teams for reports and insights. ThoughtSpot also integra...
 

Also Known As

MashZone NextGen
No data available
 

Overview

 

Sample Customers

Information Not Available
Primary Capital Mortgage, Sterling Backcheck, RichRelevance, Rambus, Batteries Plus Bulbs
Find out what your peers are saying about MashZone NextGen Business Analytics vs. ThoughtSpot and other solutions. Updated: August 2026.
909,725 professionals have used our research since 2012.