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Posit vs Power BI Embedded Analytics comparison

 

Comparison Buyer's Guide

Executive Summary

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

Posit
Ranking in BI (Business Intelligence) Tools
15th
Average Rating
8.4
Reviews Sentiment
6.5
Number of Reviews
10
Ranking in other categories
No ranking in other categories
Power BI Embedded Analytics
Ranking in BI (Business Intelligence) Tools
30th
Average Rating
9.0
Reviews Sentiment
5.5
Number of Reviews
2
Ranking in other categories
Reporting (18th)
 

Featured Reviews

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.
VishnuReddy2 - PeerSpot reviewer
Consulting Enterprise Architect at R2V2.ai
Embedded analytics has unified diverse data sources and supports real-time operational decisions
I find Power BI Embedded Analytics to be a fairly good reporting tool and dashboarding tool. The color palette and everything about it is good. It would be beneficial to have reporting on top of a data warehouse, a lake house, or directly on an Excel-based solution. If Power BI can come as a full stack similar to SAP Analytics Cloud, it can embed with Azure very quickly. However, the full suite provided by SAP, starting from ERP through reporting, is somewhat loosely coupled, which can be helpful for some clients. Overall, Power BI is a very good tool for reporting. Embedded analytics may lack some features from the modeling perspective, such as dimension modeling, and there are multiple factors that lead us to prefer analytics on top of the warehouse rather than going for embedded analytics.

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 Posit is that it allows users to host different models in one place, making it easy to share with colleagues and teammates."
"I would say instead of a cost savings, Posit has provided revenue generation."
"Posit positively impacts our organization by providing a centralized and reliable platform specifically for data science workflows."
"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."
"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 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."
"The positive impact Power BI Embedded Analytics has made in my organization is the gain of time, the sharing of the same data, and the same information for all the stakeholders, leading to better decisions."
"What I appreciate most about Power BI Embedded Analytics is that it is tightly integrated with Microsoft, which is a strong feature."
 

Cons

"Posit lacks a smooth solution for the build and release pipeline, requiring duplicate effort for production transitions."
"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."
"Customer support for Posit is responsive but sometimes slow. I encounter delays when quick responses are needed for urgent issues."
"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."
"I would like to see improvements in SSH capabilities."
"The version control of Posit is not very good, and there are so many updates coming from Posit."
"Embedded analytics may lack some features from the modeling perspective, such as dimension modeling, and there are multiple factors that lead us to prefer analytics on top of the warehouse rather than going for embedded analytics."
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Top Industries

By visitors reading reviews
Manufacturing Company
12%
Outsourcing Company
10%
University
8%
Pharma/Biotech Company
8%
Computer Software Company
24%
Media Company
17%
Comms Service Provider
11%
Outsourcing Company
11%
 

Company Size

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

Questions from the Community

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.
What needs improvement with Power BI Embedded Analytics?
Power BI Embedded Analytics is perfect right now as they continuously introduce new features, though it would be beneficial if they included an artificial intelligence assistant in the DAX syntax t...
What is your primary use case for Power BI Embedded Analytics?
My main use case for Power BI Embedded Analytics is that in my day-to-day work, I use Power Query to prepare data and Power BI Embedded Analytics Desktop, spending my time all day to create visuals...
What advice do you have for others considering Power BI Embedded Analytics?
An example of a decision our team made because of a Power BI Embedded Analytics report is when we decided to focus on selling a unique numeric product and avoid selling the physical product after u...
 

Overview

Find out what your peers are saying about Posit vs. Power BI Embedded Analytics and other solutions. Updated: August 2026.
909,725 professionals have used our research since 2012.