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Metabase vs ThoughtSpot 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

Metabase
Ranking in BI (Business Intelligence) Tools
27th
Average Rating
7.6
Reviews Sentiment
7.3
Number of Reviews
4
Ranking in other categories
No ranking in other categories
ThoughtSpot
Ranking in BI (Business Intelligence) Tools
5th
Average Rating
8.0
Reviews Sentiment
6.7
Number of Reviews
21
Ranking in other categories
Data Visualization (7th), Embedded BI (2nd)
 

Mindshare comparison

As of November 2026, in the BI (Business Intelligence) Tools category, the mindshare of Metabase is 0.9%, down from 1.0% compared to the previous year. The mindshare of ThoughtSpot is 1.7%, up from 1.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools Mindshare Distribution
ProductMindshare (%)
ThoughtSpot1.7%
Metabase0.9%
Other97.4%
BI (Business Intelligence) Tools
 

Featured Reviews

Ibrahim Izz El-Deen - PeerSpot reviewer
Data Engineer at USYTech
Modern analytics tool enhances user interactions with neat visualizations for improved decision-making
One area for improvement could be in offering more advanced features even in the open-source edition or making the paid versions more cost-effective. Data scalability, especially if the data grows, requires manual infrastructure management, which could be improved. Increased customization and visualization options in the open-source edition would be beneficial. Additionally, it might be helpful if more complex queries and stored procedures were supported.
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.

Quotes from Members

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

Pros

"I rate the solution’s stability a nine out of ten."
"It is easy for a new user to learn the tool."
"The most valuable feature of the solution is its interface, which is used to query data into Metabase. I think it is very useful and handy for a novice."
"Metabase's key advantage is its modern approach to business intelligence."
"The self-service analytics capabilities are unrivaled, making it a top-notch solution."
"ThoughtSpot takes the modifying of existing reports out of our hands."
"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."
"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."
"Productivity has increased significantly and is very measurable, for example, some of our clients used other tools previously that required everything to be built manually, but with ThoughtSpot, we could replace all of the dashboards in less than a month, which would have taken up to a year before."
"The initial setup was very straightforward."
"The scalability is good."
 

Cons

"I think there is a need to add a few more advanced visuals in the tool. There are a standard set of visuals in the tool which are available."
"The tool must be made more user-friendly."
"The solution could provide more customization."
"One area for improvement could be in offering more advanced features even in the open-source edition or making the paid versions more cost-effective."
"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."
"The visualization customization needs improvement."
"ThoughtSpot lacks an intermediate layer for data loading, unlike Qlik, which affects dashboard stability when the database has issues."
"I encountered limitations mainly around UI and dashboard configuration."
"A customized visualization is lacking in this product."
"Some areas for improvement include the pixel-perfect dashboards, which are not as refined as those in Tableau."
"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."
 

Pricing and Cost Advice

"The product is open-sourced."
"I would not say it is a cheap tool, but it's viable."
"Using the open-source edition of Metabase on AWS EC2 cost us around $29 per month for the EC2 instance, which was affordable."
"I give the pricing a six out of ten."
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Top Industries

By visitors reading reviews
Comms Service Provider
17%
Financial Services Firm
12%
Computer Software Company
11%
Outsourcing Company
8%
Financial Services Firm
12%
Manufacturing Company
9%
Outsourcing Company
8%
Comms Service Provider
7%
 

Company Size

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

Questions from the Community

What is your experience regarding pricing and costs for Metabase?
Using the open-source edition of Metabase on AWS EC2 cost us around $29 per month for the EC2 instance, which was affordable.
What needs improvement with Metabase?
One area for improvement could be in offering more advanced features even in the open-source edition or making the paid versions more cost-effective. Data scalability, especially if the data grows,...
What is your primary use case for Metabase?
I used Metabase for business intelligence and analytics in my organization. We connected Metabase to AWS Athena, allowing us to query and visualize data stored in S3 buckets.
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...
 

Comparisons

 

Overview

 

Sample Customers

Information Not Available
Primary Capital Mortgage, Sterling Backcheck, RichRelevance, Rambus, Batteries Plus Bulbs
Find out what your peers are saying about Metabase vs. ThoughtSpot and other solutions. Updated: November 2026.
920,769 professionals have used our research since 2012.