Try our new research platform with insights from 80,000+ expert users

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
38th
Average Rating
5.0
Number of Reviews
1
Ranking in other categories
Data Virtualization (4th), Data Governance (34th), BI on Hadoop (4th)
ThoughtSpot
Ranking in BI (Business Intelligence) Tools
19th
Average Rating
7.6
Reviews Sentiment
7.0
Number of Reviews
8
Ranking in other categories
Data Visualization (14th), Embedded BI (8th)
 

Mindshare comparison

As of January 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 1.5%, up from 1.4% 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…
Anthony Fiorino - PeerSpot reviewer
You can drill down into any data right out of the box, with a straightforward deployment, and great support
The most valuable feature is probably the core functionality itself, which is the ability to search and drill down into any data right out of the box. Of course, there's data modeling needed, and things like that, but I can throw it at a set, and I can get up and running in a matter of hours. If a new group comes to me and says, "Hey, I've heard about ThoughtSpot. I have some data and I want to be able to do some analytics, do some profiling, do some BI against it." In a couple of hours, I connect to their source and I just do it. Now for a production product, we have to model and perform it over time, but at least I can get people up and running extremely fast with a tool that's intuitive and easy to use.

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."
"ThoughtSpot takes the modifying of existing reports out of our hands."
"The initial setup was very straightforward."
"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 scalability is good."
"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 ability to do ad hoc explorations of data has been most valuable."
"It is easy to set up the solution."
"It's easy to drill down or expand data to get more details right out of the box."
 

Cons

"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 organization of the icons is not saved across users."
"The one area of the solution that I do hear needs improvement is on the visualization front."
"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."
"If I want to order columns, this feature is not there."
"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."
"A customized visualization is lacking in this product."
"The most difficult thing I found is that it only deals with the files and does not have direct connectivity to databases."
"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."
"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."
 

Pricing and Cost Advice

Information not available
"I give the pricing a six out of ten."
report
Use our free recommendation engine to learn which BI (Business Intelligence) Tools solutions are best for your needs.
831,158 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
21%
Manufacturing Company
13%
Computer Software Company
10%
Healthcare Company
8%
Financial Services Firm
24%
Computer Software Company
11%
Manufacturing Company
10%
Healthcare Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

Ask a question
Earn 20 points
What do you like most about ThoughtSpot?
It's easy to drill down or expand data to get more details right out of the box.
What is your experience regarding pricing and costs for ThoughtSpot?
I like the pricing structure. I get billed by how much data I put in, not how many people are looking at the data. It's better for me as I can control pricing a bit more easily.
What needs improvement with ThoughtSpot?
We'd like more flexibility with the calendar as our fiscal year does not align with the calendar year. We have to load or create our own custom calendar to actually need our fiscal year-end. With o...
 

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
Find out what your peers are saying about Microsoft, Salesforce, Amazon Web Services (AWS) and others in BI (Business Intelligence) Tools. Updated: January 2025.
831,158 professionals have used our research since 2012.