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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
24th
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
11th
Average Rating
8.0
Reviews Sentiment
6.5
Number of Reviews
16
Ranking in other categories
Data Visualization (10th), Embedded BI (5th)
 

Mindshare comparison

As of October 2025, in the BI (Business Intelligence) Tools category, the mindshare of Metabase is 1.1%, up from 0.5% 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 Market Share Distribution
ProductMarket Share (%)
ThoughtSpot1.5%
Metabase1.1%
Other97.4%
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

"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."
"I rate the solution’s stability a nine out of ten."
"It is easy for a new user to learn the tool."
"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 tool is user-friendly for the end users."
"ThoughtSpot saves a significant amount of time compared to other tools and is very user-friendly."
"The initial setup was very straightforward."
"The tool is user-friendly for the end users."
"The ability to do ad hoc explorations of data has been most valuable."
"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."
 

Cons

"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."
"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 customer service and support are not good. I stopped opening tickets due to insufficient and untimely responses."
"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."
"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 most difficult thing I found is that it only deals with the files and does not have direct connectivity to databases."
"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."
"The visualization customization needs improvement."
"ThoughtSpot lacks an intermediate layer for data loading, unlike Qlik, which affects dashboard stability when the database has issues."
 

Pricing and Cost Advice

"I would not say it is a cheap tool, but it's viable."
"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 give the pricing a six out of ten."
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Top Industries

By visitors reading reviews
Computer Software Company
16%
Comms Service Provider
14%
Financial Services Firm
10%
Outsourcing Company
9%
Financial Services Firm
19%
Computer Software Company
12%
Manufacturing Company
10%
Healthcare Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business3
Large Enterprise12
 

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?
I do not think there is anything that needs improvement at the moment. It is being improved continuously. They are connecting to many AI-type tools. Their pricing has recently changed to be more pr...
What is your primary use case for ThoughtSpot?
Clients use ThoughtSpot because of its search facility. It is easy for searching and does not require analysts to provide reports. There is no drill-down path on the data, so users can drill data a...
 

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: September 2025.
869,095 professionals have used our research since 2012.