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Power BI Embedded Analytics vs Sigma 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

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)
Sigma
Ranking in BI (Business Intelligence) Tools
16th
Average Rating
7.8
Reviews Sentiment
6.7
Number of Reviews
12
Ranking in other categories
Data Visualization (15th)
 

Featured Reviews

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.
reviewer2729628 - PeerSpot reviewer
Lead Analytics Consultant at a outsourcing company with 51-200 employees
Great collaboration with intuitive interface and dynamic visualization capabilities
As we are exploring multiple features in Sigma, I think Sigma can add more functionality. As Power BI gives multiple modeling options in its interface with the query editor, those features can be added in Sigma for intuitiveness or for making the data very clean. From the dashboarding perspective, it performs well. However, from the modeling perspective, it requires more capabilities that can be added in Sigma. The main improvement needed is in data modeling capabilities. If they add those features in the near future, it would be very helpful for us to implement the same or do the data cleansing part in the Sigma tool itself.

Quotes from Members

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

Pros

"What I appreciate most about Power BI Embedded Analytics is that it is tightly integrated with Microsoft, which is a strong feature."
"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."
"Sigma has positively impacted my organization by creating a culture that we are trying to add to all processes, simplifying our processes and improving our analysis effort."
"The tool's interface is easy to use. The functions listed as a part of the menu items are easy to use."
"Our finance team now runs entirely off of Sigma Computing for their monthly financial reporting."
"I find the collaborative features, such as commenting, to be very valuable."
"The most valuable aspect for me is having real-time data."
"Having those dashboards set up in Sigma has made things easier for me and my team because it's just going into one report."
"Sigma serves as the visualization and reporting front end."
"Sigma has excellent features, such as lookup tables where you can easily bring data that are not interrelated or at different granularity."
 

Cons

"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."
"Sigma could have better reports."
"I would like to see better visualization options. That would allow me to build out more visually pleasing dashboarding in Sigma."
"The main improvement needed is in data modeling capabilities. If they add those features in the near future, it would be very helpful for us to implement the same or do the data cleansing part in the Sigma tool itself."
"Sigma lacks a versioning feature to track changes. There is a need for better structuring, like a folder system, to organize diagrams efficiently."
"I think Sigma can be improved because, for the last ten months since I first started here, this is my first time ever using it, and I think there is a steep learning curve."
"The only minor area for improvement lies in handling highly complex visualizations."
"Either we are not using it properly, or the software is too complicated. It would be great if there was a way for me to create reports without relying on a data analyst."
"Sigma can be improved in terms of speed; it would be great if it could process the data even faster."
 

Pricing and Cost Advice

Information not available
"The retail price is set at one thousand dollars per creator per year."
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Top Industries

By visitors reading reviews
Computer Software Company
24%
Media Company
17%
Comms Service Provider
11%
Outsourcing Company
11%
Financial Services Firm
12%
Manufacturing Company
10%
Healthcare Company
9%
Outsourcing Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business7
Midsize Enterprise3
Large Enterprise2
 

Questions from the Community

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...
What is your experience regarding pricing and costs for Sigma?
I do not know much about my experience with pricing, setup cost, and licensing because I am not heavily involved in that.
What needs improvement with Sigma?
I think Sigma can be improved by continuing to do what they are doing in leaning into AI and leaning into the Snowflake integration with AI. All of the conversational features that they have recent...
What is your primary use case for Sigma?
My main use case for Sigma is for enterprise dashboards, which is originally why I brought it in, and self-service analytics. A quick and specific example of how I used Sigma for enterprise dashboa...
 

Overview

 

Sample Customers

Information Not Available
Snowflake, Fivetran ,Autodesk, Flowspace, Super League Gaming, Zumper, Clover, Volta, Olivela
Find out what your peers are saying about Power BI Embedded Analytics vs. Sigma and other solutions. Updated: August 2026.
909,725 professionals have used our research since 2012.