Knowage vs Sigma comparison

Why PeerSpot?

Knowage and Sigma Computing are both solutions in the BI (Business Intelligence) Tools category. Knowage is ranked #32, while Sigma Computing is ranked #16 with an average rating of 7.2. Knowage holds a 1.1% mindshare in BIT, compared to Sigma Computing’s 1.3% mindshare. Additionally, 85% of Knowage users are willing to recommend the solution, compared to 100% of Sigma Computing users who would recommend it.

Knowage

Read 18 Knowage reviews

4,165 Views
2,957 Comparison Views

85% willing to recommend

Sigma

Read 12 Sigma reviews

5,065 Views
4,001 Comparison Views

100% willing to recommend

Knowage

Sigma

Comparison Buyer's Guide

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Executive SummaryUpdated on Jan 1, 2025

Knowage and Sigma offer business intelligence solutions and compete in the analytics tools category. Sigma often has the upper hand due to its advanced features and perceived value.

Features: Knowage is recognized for its open-source platform allowing extensive customization and integration, making it suitable for tailored solutions. It provides flexibility in modifying and integrating new modules. Sigma provides real-time analytics and an intuitive experience designed for seamless data exploration and collaboration. It includes advanced analytics and collaboration tools making it feature-rich.

Ease of Deployment and Customer Service: Knowage, available on-premises, requires adequate deployment support and might be complex to set up due to its customizable nature. Sigma, with a cloud-based deployment, offers straightforward setup with extensive and responsive customer service.

Pricing and ROI: Knowage, with its cost-effective open-source model, appeals to budget-conscious buyers with lower initial costs but may involve extra costs for customization. Sigma requires a higher initial investment but promises substantial long-term ROI owing to its robust analytics capabilities.

To learn more, read our detailed Knowage vs. Sigma Report (Updated: November 2026).

Buyer's Guide

Knowage vs. Sigma

November 2026

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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

32nd

Average Rating

7.6

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Reporting (22nd)

Sigma

Ranking in BI (Business Intelligence) Tools

16th

Average Rating

7.8

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Data Visualization (14th)

Mindshare comparison

As of November 2026, in the BI (Business Intelligence) Tools category, the mindshare of Knowage is 1.1%, up from 0.7% compared to the previous year. The mindshare of Sigma is 1.3%, down from 1.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.

BI (Business Intelligence) Tools Mindshare Distribution
Product	Mindshare (%)
Sigma	1.3%
Knowage	1.1%
Other	97.6%

BI (Business Intelligence) Tools

Featured Reviews

AbdulshukoorMohammed

General Manager Information Technology & Enterprise Applications Manager at OXFORD HOLDING

Easy to customize, cross-platform capable, and very stable

The only challenge here is that it's a Java-based platform. It requires very high technical skills. When we come to the integration with the single sign-on facilities, that part is very challenging. In Power BI and other tools, it's very easy to integrate with active directory and single sign-on, and identity management is very easy in other business intelligence tools. However, when it comes to Knowage, it's a bit heavy, it's time-consuming sometimes, it's not very fast, and definitely not as fast as other business intelligence tools in terms of getting graphical reports. The solution could be cheaper.

Read full review

Lh Hawes

Business Intelligence and Analytics Intern at Workato

Empowering sales teams has become effortless as collaborative dashboards compare rep performance

I cannot remember specifics, but there were one or two times when I wanted to build something in a dashboard but Sigma would not let me compute the math in the way that I wanted to compute it. 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. There was one time where even with a Sigma support agent, we could not figure out the most effective way to accomplish the task and run a query that we wanted to. Expanding features and abilities and functions within Sigma could be one way to improve Sigma.

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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 SpagoBI is that it is open source and 100% free without limits."

"It's a great product. It has a lot more features than many other BI tools. You can get the most out of machine learning, the best connectivity to Python, and it cuts across enterprise sections."

"The concept of engines is quite powerful allowing the user to work with report authoring/provisioning tools of their choice."

"The most valuable features to us are application implementation, development, and analysis."

"Being able to schedule necessary jobs needed for production jobs and programming run times"

"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."

"I would use SpagoBI if a company wants to use a free tool that has enough features."

"Our customers really appreciate the self-service BI functionalities."

More Knowage pros

"Sigma has positively impacted my organization because I think it has been a huge impact, and we use it for all our reporting and our dashboards for tracking."

"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."

"Our finance team now runs entirely off of Sigma Computing for their monthly financial reporting."

"Having those dashboards set up in Sigma has made things easier for me and my team because it's just going into one report."

"The tool's interface is easy to use. The functions listed as a part of the menu items are easy to use."

"The most valuable aspect for me is having real-time data."

"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."

"Sigma is valuable because you can do pretty much anything you need to do within Sigma."

More Sigma pros

Cons

"When it comes to Knowage, it's a bit heavy, it's time-consuming sometimes, it's not very fast, and definitely not as fast as other business intelligence tools in terms of getting graphical reports."

"We expected the community to be bigger than what it currently is."

"There are additional features such as Data Integration, Data Visualization, MobileBI, Cloud BI, Data enrichment and massaging should be implemented in the next release."

"The only challenge here is that it's a Java-based platform. It requires very high technical skills."

"I faced difficulties when using the email feature and documentation was scant."

"I encountered a lot of issues when I tried to integrate the map in order to realize Intelligent Location Dashboards."

"Tomcat configuration was tricky in earlier versions."

"The support is very meager: We had to break our heads to figure out everything"

More Knowage cons

"Sigma lacks a versioning feature to track changes. There is a need for better structuring, like a folder system, to organize diagrams efficiently."

"Sigma can be improved in terms of speed; it would be great if it could process the data even faster."

"Sigma could have better reports."

"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."

"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 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."

"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."

More Sigma cons

Pricing and Cost Advice

"It allows the implementation of an effective reporting system using internal skills at a limited upfront cost."

"Knowage is open-source, and an enterprise edition is also available."

"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%

Outsourcing Company

10%

Manufacturing Company

10%

Comms Service Provider

Financial Services Firm

13%

Manufacturing Company

10%

Outsourcing Company

10%

Healthcare Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	7
Midsize Enterprise	6
Large Enterprise	6

By reviewers
Company Size	Count
Small Business	7
Midsize Enterprise	3
Large Enterprise	2

Questions from the Community

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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.

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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...

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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...

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Comparisons

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Compared 5% of the time

Oracle OBIEE vs Knowage

Compared 4% of the time

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ThoughtSpot vs Sigma

Compared 5% of the time

Tableau Enterprise vs Sigma

Compared 5% of the time

BlastPoint vs Sigma

Compared 5% of the time

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Product Reports

Buyer's Guide

Knowage

October 2026

Download Knowage product report

Buyer's Guide

Sigma

October 2026

Download Sigma product report

Also Known As

SpagoBI

No data available

Overview

Knowage is an open-source business intelligence suite offering features like engine concepts and report customization. It's favored for its integration capabilities and self-service BI functionality, allowing users to leverage cross-platform access and conduct comprehensive data analysis.

Knowage stands out in the BI landscape by providing tools that facilitate autonomous data exploration, with an emphasis on flexibility and extensive integration options. With capabilities for embedding reports and dynamic dashboards, it supports various analysis needs through integration with databases and tools like Jasper and BIRT. Despite its technical complexity and interface limitations, Knowage's features such as GIS integration and big data visualization enhance operational efficiency and profitability analysis.

What are the key features of Knowage?

Powerful engines: Facilitate complex data processing with high efficiency.
Report customization: Tailor reports to meet specific business requirements.
Cross-platform access: Enable data accessibility across different devices.
Open-source: Leverage the flexibility and cost-effectiveness of open-source solutions.
Embedding capabilities: Integrate seamlessly with tools like Jasper for enhanced functionality.
Python support: Use Python for advanced data correlation and analyses.
GIS integration: Incorporate geographical data for enriched insights.

What benefits should you consider in reviews?

Increased efficiency: Streamlined report deployment and big data visualization.
Comprehensive analysis: Tools for evaluating activities and profitability.
Data export options: Support for exporting data in preferred formats simplifies reporting tasks.
Operational cost savings: Eliminates the need for third-party BI solutions.

In the healthcare and financial sectors, Knowage is used for deriving insights from health data warehouses and performing financial analyses. Companies use it to create dashboards and reports from MySQL databases, embedding them for wider distribution, and enabling effective resource evaluation and decision-making.

Knowage

Sigma enhances data tasks with an Excel-like interface, encouraging collaboration and non-technical user engagement. Its strengths include handling vast datasets and facilitating real-time data exploration, appealing to industries aiming for data-driven decision-making.

Sigma stands out with its capabilities for real-time collaboration and ease of use due to its Excel-inspired interface. It supports engagement with large datasets and prioritizes strong data governance. Key features include live queries on cloud databases and seamless integration with Snowflake. Its AI capabilities and self-service access help users perform detailed reporting and pivot table creation from extensive datasets, significantly affecting organizational efficiency and decision-making processes.

What are Sigma's most important features?

Excel-like Interface: Facilitates ease of data interaction for non-technical users.
Real-time Collaboration: Enables users to work together simultaneously.
Large Dataset Handling: Efficiently manages extensive data volumes.
Live Cloud Data Queries: Access real-time data directly from the cloud.
Integration with Snowflake: Provides unified data views and seamless data access.
AI Capabilities: Enhances data processing and analysis efficiency.

What benefits or ROI should users look for?

Ease of Use: Simplifies data tasks for non-technical users.
Improved Efficiency: Enhances decision-making capabilities through comprehensive reporting.
Self-service Data Access: Allows independence in generating reports and data analysis.
Real-time Insights: Offers immediate data exploration and insights.
Data Governance: Ensures robust management of data security and integrity.

Sigma is predominantly used for creating dashboards, reporting, and data visualization. It assists in real-time data exploration and ad hoc analysis, connecting seamlessly with Snowflake for consistent data views. Sales teams use it for performance comparison dashboards, while marketing teams apply it for data migration assessments. Organizations leverage its comprehensive reporting and analytics for informed decision-making.

Sigma Computing

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

Buyer's Guide

Knowage vs. Sigma

November 2026

Free Report: Knowage vs. Sigma

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