No more typing reviews! Try our Samantha, our new voice AI agent.

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
26th
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
16th
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."
"I rate the solution’s stability a nine out of ten."
"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."
"I would say instead of a cost savings, Posit has provided revenue generation."
"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."
"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."
"Overall, I think Posit is a stable product."
"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."
"Posit positively impacts our organization by providing a centralized and reliable platform specifically for data science workflows."
"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."
"I have found Posit’s integration with R, such as the autocomplete feature and the help panel, to be invaluable."
 

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."
"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."
"Posit could have better integrations with a couple of components."
"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."
"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 lacks a smooth solution for the build and release pipeline, requiring duplicate effort for production transitions."
"Posit works well for our use cases, but a few areas could be improved."
"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."
 

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."
Information not available
report
Use our free recommendation engine to learn which BI (Business Intelligence) Tools solutions are best for your needs.
896,510 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Comms Service Provider
13%
Financial Services Firm
12%
Computer Software Company
10%
Outsourcing Company
9%
Financial Services Firm
10%
Comms Service Provider
9%
Manufacturing Company
9%
University
9%
 

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 data science workflows, automation, and using it for model building and data exploration. A specific example of how I use Posit for model building and automation in my...
What is your experience regarding pricing and costs for Posit?
My experience with pricing, setup cost, and licensing is a fairly good experience. Posit does seating based in batches, so for example, you could purchase ten seats, fifteen seats, or twenty seats....
What needs improvement with Posit?
Posit could have better integrations with a couple of components. Posit has an integration with Snowflake, but an integration with Redshift and a better integration with Databricks would be very he...
 

Comparisons

 

Overview

Find out what your peers are saying about Metabase vs. Posit and other solutions. Updated: April 2026.
896,510 professionals have used our research since 2012.