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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
13
Ranking in other categories
Data Visualization (14th), Embedded BI (8th)
 

Mindshare comparison

As of May 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."
"Stability is very important, and ThoughtSpot performs well."
"I like ThoughtSpot's search capabilities. You can also create custom analytics even if you aren't an experienced data analyst. We have users with no data analytics experience making some of the dashboards we've created, copying components, and customizing them to their specific use cases."
"The initial setup was very straightforward."
"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."
"The ability to do ad hoc explorations of data has been most valuable."
"It is easy to set up the solution."
"ThoughtSpot is much easier to work with and maintain than other BI solutions, and it significantly reduces costs related to manual labor."
 

Cons

"The product was not able to meet our 10 second refresh requirements."
"The organization of the icons is not saved across users."
"There was an issue with the incremental aggregation not working as indicated."
"In terms of features, I'd like to be able to pivot data - for example, going from rows to columns. It's not easy to do."
"The visualization customization needs improvement."
"If I want to order columns, this feature is not there."
"The customer service and support are not good. I stopped opening tickets due to insufficient and untimely responses."
"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 most difficult thing I found is that it only deals with the files and does not have direct connectivity to databases."
"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."
"ThoughtSpot is a fairly new product, so some usability aspects aren't as mature as we'd like them to be. One example is their organizational methodology, like how objects are organized in their dashboards inside the product. They're all on a flat list, which works if you've got five or 10 dashboards. However, it's insufficient when you're a large enterprise with multiple groups looking at the same dashboards. It isn't organized well."
 

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
21%
Manufacturing Company
12%
Computer Software Company
11%
Healthcare Company
8%
Financial Services Firm
23%
Computer Software Company
12%
Manufacturing Company
11%
Healthcare Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

Ask a question
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What is your experience regarding pricing and costs for ThoughtSpot?
The pricing is on the higher end but reasonable for what ThoughtSpot offers.
What needs improvement with ThoughtSpot?
There are a few areas where ThoughtSpot could improve. A crucial feature we needed is missing, which involves restricting views of certain KPIs when users select conflicting parameters. We had to c...
What is your primary use case for ThoughtSpot?
Currently, our company is using ThoughtSpot ( /products/thoughtspot-reviews ) for marketing reporting. We build reports based on the tables in the cloud, utilizing the outlet views for ThoughtSpot ...
 

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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