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ThoughtSpot vs Yellowfin 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

ThoughtSpot
Ranking in BI (Business Intelligence) Tools
15th
Ranking in Data Visualization
10th
Ranking in Embedded BI
6th
Average Rating
7.8
Reviews Sentiment
6.9
Number of Reviews
13
Ranking in other categories
No ranking in other categories
Yellowfin
Ranking in BI (Business Intelligence) Tools
42nd
Ranking in Data Visualization
26th
Ranking in Embedded BI
13th
Average Rating
8.0
Reviews Sentiment
7.5
Number of Reviews
2
Ranking in other categories
Reporting (29th)
 

Mindshare comparison

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

Featured Reviews

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.
it_user86469 - PeerSpot reviewer
Very scalable design and easy to implement. It can reside alongside more complex enterprise systems.
I have been involved with the implementation of many BI products; many products are expensive, require complex and difficult implementations, and once installed it is only the start of a lengthy consulting engagement to get the installation to where the customer wants it to be. Yellowfin is the antithesis of this; it installs easily, the configuration is done quickly, and the user can come up to speed quickly (especially if they have used other BI products). As an implementer, this changes how we operate, because we can focus on providing the customer what they want, not just on technical wizardry to get the product operational.

Quotes from Members

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

Pros

"ThoughtSpot saves a significant amount of time compared to other tools and is very user-friendly."
"The initial setup was very straightforward."
"The self-service analytics capabilities are unrivaled, making it a top-notch solution."
"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."
"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."
"ThoughtSpot takes the modifying of existing reports out of our hands."
"It's easy to drill down or expand data to get more details right out of the box."
"It reduces time to reproduce reports, provides easy access to organisational data, and has the ability to generate a wide range of reports and analysis."
"It is able to create information dashboards for various users' throughout."
"It is a central source of up-to-date data and information."
 

Cons

"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."
"The visualization customization needs improvement."
"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 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 one area of the solution that I do hear needs improvement is on the visualization front."
"ThoughtSpot lacks an intermediate layer for data loading, unlike Qlik, which affects dashboard stability when the database has issues."
"If I want to order columns, this feature is not there."
"It needs more presentation/charting capabilities and integration with GIS."
 

Pricing and Cost Advice

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

By visitors reading reviews
Financial Services Firm
22%
Computer Software Company
13%
Manufacturing Company
11%
Healthcare Company
8%
Educational Organization
14%
Government
13%
Computer Software Company
13%
Healthcare Company
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

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?
ThoughtSpot lacks an intermediate layer for data loading, unlike Qlik, which affects dashboard stability when the database has issues. The platform also has fewer formulas and functions compared to...
What is your primary use case for ThoughtSpot?
I am working for a telecommunication company where we use ThoughtSpot ( /products/thoughtspot-reviews ) to create monthly, weekly, and daily ad hoc reports for business needs. We work for both B2B ...
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Comparisons

 

Overview

 

Sample Customers

Primary Capital Mortgage, Sterling Backcheck, RichRelevance, Rambus, Batteries Plus Bulbs
NCS, Universitat Konstanz, AT&T, PG&E, SingTel, InternetStores
Find out what your peers are saying about ThoughtSpot vs. Yellowfin and other solutions. Updated: May 2025.
851,604 professionals have used our research since 2012.