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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
26th
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
13th
Average Rating
7.8
Reviews Sentiment
6.9
Number of Reviews
13
Ranking in other categories
Data Visualization (8th), Embedded BI (5th)
 

Mindshare comparison

As of June 2025, in the BI (Business Intelligence) Tools category, the mindshare of Metabase is 1.1%, up from 0.2% compared to the previous year. The mindshare of ThoughtSpot is 1.5%, up from 1.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools
 

Featured Reviews

Ibrahim Izz El-Deen - PeerSpot reviewer
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.
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.

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."
"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'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."
"The tool is user-friendly for the end users."
"It is easy to set up the solution."
"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."
"The initial setup was very straightforward."
"The self-service analytics capabilities are unrivaled, making it a top-notch solution."
 

Cons

"The solution could provide more customization."
"The tool must be made more user-friendly."
"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."
"I encountered limitations mainly around UI and dashboard configuration."
"The customer service and support are not good. I stopped opening tickets due to insufficient and untimely responses."
"Some areas for improvement include the pixel-perfect dashboards, which are not as refined as those in Tableau."
"The most difficult thing I found is that it only deals with the files and does not have direct connectivity to databases."
"Some areas for improvement include the pixel-perfect dashboards, which are not as refined as those in Tableau."
"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."
 

Pricing and Cost Advice

"Using the open-source edition of Metabase on AWS EC2 cost us around $29 per month for the EC2 instance, which was affordable."
"The product is open-sourced."
"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
Computer Software Company
23%
Comms Service Provider
16%
Financial Services Firm
8%
Government
6%
Financial Services Firm
22%
Computer Software Company
13%
Manufacturing Company
11%
Healthcare Company
7%
 

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 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 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 ...
 

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: June 2025.
855,080 professionals have used our research since 2012.