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Knowage vs Sigma 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

Knowage
Ranking in BI (Business Intelligence) Tools
33rd
Average Rating
7.6
Reviews Sentiment
6.7
Number of Reviews
18
Ranking in other categories
Reporting (23rd)
Sigma
Ranking in BI (Business Intelligence) Tools
17th
Average Rating
7.8
Reviews Sentiment
6.7
Number of Reviews
12
Ranking in other categories
Data Visualization (14th)
 

Mindshare comparison

As of May 2026, in the BI (Business Intelligence) Tools category, the mindshare of Knowage is 1.0%, up from 0.4% compared to the previous year. The mindshare of Sigma is 1.6%, up from 1.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools Mindshare Distribution
ProductMindshare (%)
Sigma1.6%
Knowage1.0%
Other97.4%
BI (Business Intelligence) Tools
 

Featured Reviews

BS
Software Engineer at syntegra
Open-source with great embedding capabilities but the dashboards could be better
I know the initial setup is pretty straightforward. It doesn't take a long time to deploy. Even on your own personal computer, when you want to try it out, it doesn't take too long to get it running. For the initial setup, I'd say it's maybe a four out of five in terms of how easy it is. You need to add these Java dependencies and so forth, which can be a bit boring, however, it's almost perfect. To deploy Knowage usually takes about a day. In terms of the implementation strategy, it's just following the instructions that they give us on the installation and then just knowing how to handle the process. Usually, there is a group of engineers who do that for us and manage the server itself. If a team is knowledgeable, then it doesn't take a long time. When you need a new instance, it's very quick. The implementation strategy is based on just following instructions on the installation process from Knowage. For deployment and maintenance, we need just maybe two people simply to monitor the traffic coming in. However, it's maintained by people who were doing other jobs like maintaining our other server. They just monitor the Knowage server and make sure that it's up and running and that there are no bugs. There are not too many bugs coming out from the debugger.
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

"I am satisfied with the product in general given what the company invested in it, which was just our time."
"Customer Service: Excellent."
"The embedding feature is great."
"Instead of just relying on emails to disperse our reports, having a central server to do this for us has helped our organization and has pushed us into a better place."
"The most valuable feature of SpagoBI is that it is open source and 100% free without limits."
"I can't name the features the way the Knowage community calls them because I still don't know the lingo. However, I can describe them. I like the ability to join more than one report, set all fields on one end, and replicate that on the other reports. I like that a lot. I think it's one of the features that got me using Knowage. They have tables, and I like that too. They took SQL scripts and many other scripts and enabled them to even correlate with Python. That's also one of the best things about Knowage. You could also decide to get information per user role, and this is also a feature that I like in Knowage."
"It's very easy to get the historical reports you need based on the business requirements and this helps our executives for taking decisions."
"The concept of engines is quite powerful allowing the user to work with report authoring/provisioning tools of their choice."
"Our finance team now runs entirely off of Sigma Computing for their monthly financial reporting."
"The tool's interface is easy to use. The functions listed as a part of the menu items are easy to use."
"I find the collaborative features, such as commenting, to be very valuable."
"Sigma's customer support is excellent, and that is actually one of the other reasons why we ended up going with Sigma, as we are able to hit the question mark and ask for support and get real live people that are very knowledgeable."
"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 is a great software for non-technical business users. If someone's familiar with pivot tables or Excel or Google Sheets, they should be able to pick up Sigma pretty quickly. There is a very low bar for onboarding."
"Sigma has excellent features, such as lookup tables where you can easily bring data that are not interrelated or at different granularity."
"The most valuable feature of Sigma is the detailed reports."
 

Cons

"Development of SpagoBI has now been moved to Knowage. Users interested in further developments of the platform will have to look there."
"Unfortunately, many interesting features do not work when you are using a custom database for storing the metadata."
"The support is very meager: We had to break our heads to figure out everything"
"There are additional features such as Data Integration, Data Visualization, MobileBI, Cloud BI, Data enrichment and massaging should be implemented in the next release."
"Yes, using Mobile and Desktop Editions, we would sometimes need to restart the service."
"The demands of some jobs would slow Spago and lock the site, preventing any other job from processing."
"I encountered a lot of issues when I tried to integrate the map in order to realize Intelligent Location Dashboards."
"It would be better if more resources were available to help us learn how to use it. I wanted to use Knowage for a more extended period, but learning materials around the product were not really available and were not really straightforward."
"It felt like it was a little bit limited in ability because there were very specific functions and specific mathematical computations that Sigma allows you to do, and if you want to do something outside of that, it did not seem like it was possible."
"Sigma could have better reports."
"Sigma can be improved in terms of speed; it would be great if it could process the data even faster."
"Sigma lacks a versioning feature to track changes. There is a need for better structuring, like a folder system, to organize diagrams efficiently."
"Sigma could have better reports."
"I think Sigma's dashboarding has room for improvement."
"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."
"The product's roadmap regarding introducing new features in the solution or new versions of the tool can be made better in the future."
 

Pricing and Cost Advice

"Knowage is open-source, and an enterprise edition is also available."
"It allows the implementation of an effective reporting system using internal skills at a limited upfront cost."
"The retail price is set at one thousand dollars per creator per year."
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Top Industries

By visitors reading reviews
Construction Company
19%
University
11%
Marketing Services Firm
9%
Manufacturing Company
6%
Financial Services Firm
12%
Manufacturing Company
11%
Healthcare Company
10%
Computer Software Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business7
Midsize Enterprise6
Large Enterprise6
By reviewers
Company SizeCount
Small Business7
Midsize Enterprise3
Large Enterprise2
 

Questions from the Community

Ask a question
Earn 20 points
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...
 

Comparisons

 

Also Known As

SpagoBI
No data available
 

Overview

 

Sample Customers

FIAT Group, Italian air navigation service provider, Ministry of Education and Science of the Russian Federation, Telecom Italia, ASL Genovese, San Giovanni Battista University Hospital
Snowflake, Fivetran ,Autodesk, Flowspace, Super League Gaming, Zumper, Clover, Volta, Olivela
Find out what your peers are saying about Knowage vs. Sigma and other solutions. Updated: April 2026.
894,738 professionals have used our research since 2012.