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ThoughtSpot vs Yellowfin comparison

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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
7th
Ranking in Data Visualization
7th
Ranking in Embedded BI
2nd
Average Rating
8.0
Reviews Sentiment
6.7
Number of Reviews
21
Ranking in other categories
No ranking in other categories
Yellowfin
Ranking in BI (Business Intelligence) Tools
35th
Ranking in Data Visualization
22nd
Ranking in Embedded BI
16th
Average Rating
8.0
Reviews Sentiment
7.5
Number of Reviews
2
Ranking in other categories
Reporting (24th)
 

Mindshare comparison

As of October 2026, in the BI (Business Intelligence) Tools category, the mindshare of ThoughtSpot is 1.7%, up from 1.5% compared to the previous year. The mindshare of Yellowfin is 1.1%, up from 0.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools Mindshare Distribution
ProductMindshare (%)
ThoughtSpot1.7%
Yellowfin1.1%
Other97.2%
BI (Business Intelligence) Tools
 

Featured Reviews

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.
AC
‎IS Executive at SAINS
It is a central source of up-to-date data and information, but needs more charting capabilities
Management information Reporting Statistics Data analysis It reduces sending copies of different report/spreadsheet versions over email, which makes it difficult to access the right report. It is also able to create information dashboards for various users' throughout.  All management…

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."
"This tool has really improved our decision-making by 70 to 80% because we are able to rely on insights from different data sources from different departments."
"I would recommend ThoughtSpot because I had a good experience working with it."
"The point which I found to be a strength point for Domo was collaboration while building dashboards and pipelines, and the volume of data it used to handle."
"It's easy to drill down or expand data to get more details right out of the box."
"Stability is very important, and ThoughtSpot performs well."
"We basically achieved 80% monthly active users and 65% weekly active users in ThoughtSpot in a consistent way, so those numbers speak for themselves in terms of how the data now is embedded within the day-to-day and also more strategic operations."
"ThoughtSpot is much easier to work with and maintain than other BI solutions, and it significantly reduces costs related to manual labor."
"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."
"Yellowfin doesn’t try to do everything – it is a BI presentation and communication tool, and it does it brilliantly."
"It is a central source of up-to-date data and information."
 

Cons

"Although it's a very nice feature to have, I don't think that is something which can survive alone."
"If I want to order columns, this feature is not there."
"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."
"Some areas for improvement include the pixel-perfect dashboards, which are not as refined as those in Tableau."
"Currently, we notice a bug in ThoughtSpot when Spotter joins different data sets extracted from Snowflake or produced by SQL."
"The support team gets a six out of ten. They are not as proactive."
"A customized visualization is lacking in this product."
"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."
"It needs more presentation/charting capabilities and integration with GIS."
"The first release was a bit buggy, but they seem to have gotten on top of that very quickly."
 

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
12%
Manufacturing Company
9%
Outsourcing Company
8%
Comms Service Provider
7%
Construction Company
18%
Educational Organization
9%
Comms Service Provider
9%
Manufacturing Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business5
Midsize Enterprise1
Large Enterprise19
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for ThoughtSpot?
My experience with pricing, setup cost, and licensing is that I was not part of the pricing discussions. One thing I can provide is that they are being very flexible with the limits, and they also ...
What needs improvement with ThoughtSpot?
ThoughtSpot could be improved in that the only part where ThoughtSpot is lacking compared to the more traditional players such as Tableau and Power BI is regarding the options with the visualizatio...
What is your primary use case for ThoughtSpot?
My main use case for ThoughtSpot is to provide self-service analytics capabilities for our company and the business stakeholders. As the manager of the data analytics team, we are managing ThoughtS...
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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: September 2026.
917,403 professionals have used our research since 2012.