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Metabase vs ThoughtSpot comparison

Why PeerSpot?
 

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
29th
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
7th
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 September 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 1.6%, up from 1.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools Mindshare Distribution
ProductMindshare (%)
ThoughtSpot1.6%
Metabase0.8%
Other97.6%
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."
"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."
"I rate the solution’s stability a nine out of ten."
"ThoughtSpot has helped my team by reducing the workload of each of our team members by 4-8 hours per week, which we no longer have to spend on ad hoc requests."
"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 excels in being self-service oriented, allowing users who aren't developers to easily create their own reports and visualizations, making it very intuitive."
"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."
"The initial setup was very straightforward."
"The main core of ThoughtSpot is to create models, connect data pipelines, and create business models and dashboards on top of them."
"The tool is user-friendly for the end users."
"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."
 

Cons

"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 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."
"The customer service and support are not good. I stopped opening tickets due to insufficient and untimely responses."
"The dashboards could give you more ability to fine tune the appearance. You get a great deal more control over how something looks in Power BI than you do in ThoughtSpot."
"Currently, we notice a bug in ThoughtSpot when Spotter joins different data sets extracted from Snowflake or produced by SQL."
"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."
"The visualization customization needs improvement."
"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."
"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."
"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 visualizations and the customizations abilities for those visualizations."
 

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

By visitors reading reviews
Comms Service Provider
16%
Financial Services Firm
12%
Computer Software Company
11%
Outsourcing Company
9%
Financial Services Firm
13%
Manufacturing Company
9%
Outsourcing Company
8%
Computer Software Company
6%
 

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: September 2026.
913,806 professionals have used our research since 2012.