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Metabase vs ThoughtSpot 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

Metabase
Ranking in BI (Business Intelligence) Tools
25th
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
12th
Average Rating
8.0
Reviews Sentiment
6.6
Number of Reviews
17
Ranking in other categories
Data Visualization (11th), Embedded BI (4th)
 

Mindshare comparison

As of August 2026, in the BI (Business Intelligence) Tools category, the mindshare of Metabase is 0.8%, down from 1.1% compared to the previous year. The mindshare of ThoughtSpot is 1.7%, up from 1.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools Mindshare Distribution
ProductMindshare (%)
ThoughtSpot1.7%
Metabase0.8%
Other97.5%
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

"Metabase's key advantage is its modern approach to business intelligence."
"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."
"It is easy for a new user to learn the tool."
"I rate the solution’s stability a nine out of ten."
"It is easy to set up the solution."
"The scalability is good."
"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."
"ThoughtSpot takes the modifying of existing reports out of our hands."
"They have implemented something called Spotter, which provides the end user with a Google-style analytics solution to deliver quick insights without extensive training or requiring an analyst for reports."
"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."
"The ability to do ad hoc explorations of data has been most valuable."
"The main core of ThoughtSpot is to create models, connect data pipelines, and create business models and dashboards on top of them."
 

Cons

"The solution could provide more customization."
"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."
"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."
"The tool must be made more user-friendly."
"Although it's a very nice feature to have, I don't think that is something which can survive alone."
"The support team gets a six out of ten. They are not as proactive."
"I encountered limitations mainly around UI and dashboard configuration."
"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."
"If I want to order columns, this feature is not there."
"ThoughtSpot lacks an intermediate layer for data loading, unlike Qlik, which affects dashboard stability when the database has issues."
"A customized visualization is lacking in this product."
"The prediction model needs improvement. While NLQ is working perfectly fine and the data understanding capabilities of ThoughtSpot are good, there is room for improvement."
 

Pricing and Cost Advice

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

By visitors reading reviews
Comms Service Provider
13%
Computer Software Company
12%
Financial Services Firm
12%
Outsourcing Company
8%
Financial Services Firm
14%
Manufacturing Company
10%
Computer Software Company
7%
Construction Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise1
Large Enterprise15
 

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?
The pricing, setup cost, and licensing for ThoughtSpot are competitive, and it is a very user-friendly tool compared to its competitors. Setting it up was easy and straightforward.
What needs improvement with ThoughtSpot?
The customizability of the visualization live boards should be improved. Additional support for more data warehouse systems is needed, as data does not always match sometimes. Sophisticated data mo...
What is your primary use case for ThoughtSpot?
My name is Peter Chemo, a Financial Analyst at Nesto. One of the major challenges that ThoughtSpot solves is reducing the dependency on data teams for reports and insights. ThoughtSpot also integra...
 

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: August 2026.
908,800 professionals have used our research since 2012.