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Metabase vs Posit 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
23rd
Average Rating
7.6
Reviews Sentiment
7.3
Number of Reviews
4
Ranking in other categories
No ranking in other categories
Posit
Ranking in BI (Business Intelligence) Tools
9th
Average Rating
8.4
Reviews Sentiment
6.5
Number of Reviews
10
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of June 2026, in the BI (Business Intelligence) Tools category, the mindshare of Metabase is 0.9%, down from 1.1% compared to the previous year. The mindshare of Posit is 0.7%, up from 0.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools Mindshare Distribution
ProductMindshare (%)
Posit0.7%
Metabase0.9%
Other98.4%
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.
MK
Data Engineer at Bayer
Unified analytics has transformed collaborative drug research and clinical reporting workflows
Posit can be improved as they are constantly listening to our feedback; currently, we have Databricks and Snowflake support, and we have been trying to ask for more in the LLM space, as previously only Anthropic and GitHub were available, and now we see AWS Bedrock has been added. They continue to engage with the user community across multiple customers and keep adding features. If they keep progressing in this innovation space, it would be fantastic for a company Posit to adopt more Posit. An improvement needed for Posit that I haven't mentioned yet is possibly providing more user-level training for vendors such as us; not just monthly, but at least quarterly deep dives into their features would be beneficial.

Quotes from Members

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

Pros

"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."
"Metabase's key advantage is its modern approach to business intelligence."
"Posit has positively impacted my organization by definitely increasing the productivity of data scientists, saving a lot of time, and moving all biostatisticians and data scientists from their desktop to the cloud, which helps scale their work and collaborate to achieve better results for the company overall."
"The most valuable feature of Posit is that it allows users to host different models in one place, making it easy to share with colleagues and teammates."
"Posit has significantly increased the productivity of our team by allowing us to incorporate AI tools and other computational tools to reduce the stress and workload of scientists so that they can continue to do science without having to worry about organization and structure."
"Posit fits perfectly in our workflow because it has so many functionalities and features that a statistician will really appreciate."
"Posit has positively impacted my organization, which is actually a customer I support."
"I have found Posit’s integration with R, such as the autocomplete feature and the help panel, to be invaluable."
"Overall, I think Posit is a stable product."
"I have seen a return on investment because Posit is the standard in the field for coding in R and deploying applications like Shiny apps, so a lot of time is saved with a very quality product."
 

Cons

"The solution could provide more customization."
"The tool must be made more user-friendly."
"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."
"I would like to see improvements in SSH capabilities."
"Customer support for Posit is responsive but sometimes slow. I encounter delays when quick responses are needed for urgent issues."
"The version control of Posit is not very good, and there are so many updates coming from Posit."
"Posit has its Jupyter Notebook-based interface, which can be improved significantly."
"Posit works well for our use cases, but a few areas could be improved."
"One of the downsides of using Posit Connect was the need for licenses for each individual user."
"An improvement needed for Posit that I haven't mentioned yet is possibly providing more user-level training for vendors such as us; not just monthly, but at least quarterly deep dives into their features would be beneficial."
"Posit could have better integrations with a couple of components."
 

Pricing and Cost Advice

"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."
"The product is open-sourced."
Information not available
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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%
Manufacturing Company
13%
Financial Services Firm
9%
Comms Service Provider
8%
University
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business1
Midsize Enterprise1
Large Enterprise9
 

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 primary use case for Posit?
My main use case for Posit is performing statistical analysis, data filtration, data management, and fetching raw data from EDC tools. I use Posit for performing statistical analysis using various ...
What is your experience regarding pricing and costs for Posit?
Posit is a very useful tool, and while it is an open-source tool, it sometimes offers a free environment, and the costing of Posit is very good in comparison to other statistical software. Posit ha...
What needs improvement with Posit?
The version control of Posit is not very good, and there are so many updates coming from Posit. That could be one improvement Posit can make.
 

Comparisons

 

Overview

Find out what your peers are saying about Metabase vs. Posit and other solutions. Updated: June 2026.
902,588 professionals have used our research since 2012.