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AtScale Adaptive Analytics (A3) vs ThoughtSpot comparison

 

Comparison Buyer's Guide

Executive Summary

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

AtScale Adaptive Analytics ...
Ranking in BI (Business Intelligence) Tools
37th
Average Rating
5.0
Number of Reviews
1
Ranking in other categories
Data Virtualization (4th), Data Governance (34th), BI on Hadoop (7th)
ThoughtSpot
Ranking in BI (Business Intelligence) Tools
18th
Average Rating
7.8
Reviews Sentiment
6.9
Number of Reviews
12
Ranking in other categories
Data Visualization (14th), Embedded BI (8th)
 

Mindshare comparison

As of April 2025, in the BI (Business Intelligence) Tools category, the mindshare of AtScale Adaptive Analytics (A3) is 0.3%, up from 0.2% compared to the previous year. The mindshare of ThoughtSpot is 1.4%, down from 1.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools
 

Featured Reviews

it_user822762 - PeerSpot reviewer
The GUI interface is nice and easy to use, but the organization of the icons is not saved across users
Connecting to a Hadoop database to create a cube to connect to Tableau. We want to be able to easily create cubes which can be connected to Tableau for visualization The product had many issues. We had great collaboration with the product development team, but the product was not able to meet our…
Sushma Polavarapu - PeerSpot reviewer
Creates user-friendly analysis environments for large datasets
The tool is user-friendly for the end users. It is primarily a search-based tool. Users do not need a technical background to work directly on the dataset. Its compatibility with most databases, including the latest from FlexMovely and Redshift, allows users to create joins and worksheets easily. ThoughtSpot is fast, even with one to ten terabytes of data.

Quotes from Members

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

Pros

"The GUI interface is nice and easy to use."
"The scalability is good."
"ThoughtSpot excels in being self-service oriented, allowing users who aren't developers to easily create their own reports and visualizations, making it very intuitive."
"ThoughtSpot is much easier to work with and maintain than other BI solutions, and it significantly reduces costs related to manual labor."
"The self-service analytics capabilities are unrivaled, making it a top-notch solution."
"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 tool is user-friendly for the end users."
"Stability is very important, and ThoughtSpot performs well."
"It's easy to drill down or expand data to get more details right out of the box."
 

Cons

"The organization of the icons is not saved across users."
"There was an issue with the incremental aggregation not working as indicated."
"The product was not able to meet our 10 second refresh requirements."
"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 visualization customization needs improvement."
"The customer service and support are not good. I stopped opening tickets due to insufficient and untimely responses."
"The support team gets a six out of ten. They are not as proactive."
"Some areas for improvement include the pixel-perfect dashboards, which are not as refined as those in Tableau."
"The one area of the solution that I do hear needs improvement is on the visualization front."
"I would like to see more flexibility in adding the pins. Currently, we have four different sizes in which I can add pins, but I would like to be able to resize my pins."
"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
Financial Services Firm
19%
Manufacturing Company
12%
Computer Software Company
10%
Healthcare Company
8%
Financial Services Firm
22%
Computer Software Company
12%
Manufacturing Company
10%
Healthcare Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

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What is your experience regarding pricing and costs for ThoughtSpot?
ThoughtSpot is expensive. When compared with Tableau and Sisense, it is around seven or eight on the expense scale.
What needs improvement with ThoughtSpot?
The visualization customization needs improvement. Currently, it is not as customizable as the options available on Power BI or Tableau. It mainly offers basic chart options.
What is your primary use case for ThoughtSpot?
I use ThoughtSpot as one of the visualization tools. I mainly create some live boards and provide access to the data sources and worksheets to users so they can create their own analyses and answer...
 

Also Known As

AtScale, AtScale Intelligence Platform
No data available
 

Overview

 

Sample Customers

Rakuten, TD Bank, Aetna, Glaxo-Smith Kline, Biogen, Toyota, Tyson
Primary Capital Mortgage, Sterling Backcheck, RichRelevance, Rambus, Batteries Plus Bulbs
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