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Knowage vs Pyramid Analytics comparison

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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
32nd
Average Rating
7.6
Reviews Sentiment
6.7
Number of Reviews
18
Ranking in other categories
Reporting (22nd)
Pyramid Analytics
Ranking in BI (Business Intelligence) Tools
7th
Average Rating
8.0
Reviews Sentiment
5.4
Number of Reviews
23
Ranking in other categories
Data Visualization (9th)
 

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 Pyramid Analytics is 1.1%, up from 1.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools Mindshare Distribution
ProductMindshare (%)
Pyramid Analytics1.1%
Knowage1.1%
Other97.8%
BI (Business Intelligence) Tools
 

Featured Reviews

AM
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.
Ynazif Nazif - PeerSpot reviewer
CEO & Principal Consultant at Pyramid Analytics & Consulting
Unified data workflows have improved reporting quality and now support better decisions
The best features Pyramid Analytics offers include a broad range of features, which I think is one of the advantages of it. It has a lot of connectors and a lot of different capabilities. I would say end-to-end capabilities is one of the nice features of it. Regarding the end-to-end capabilities and lots of connectors, I found the connectors most valuable. If you are trying to do Snowflake, SQL server, or any of the normal database platforms that you see in the cloud or on-premises, it has those connectors built in. You don't have to worry about writing custom drivers. That is a nice feature to have. Pyramid Analytics has impacted my organization positively in that I use it for my clients' organizations. For my organization, it is great because it gives me a technology platform that clients enjoy using and I am proficient with. For my clients, it is about delivering on their aspirations in terms of what they want to do with their data and where they want to head in their organization. This is definitely a tool that we can use in order to get there. After implementing Pyramid Analytics for my clients, I have seen measurable outcomes and specific improvements, such as having a single platform that gets them from the raw data to the endpoint reporting. I think that streamlining has a positive effect on the quality of the outputs. The quality of the outputs definitely leads to better decision making.

Quotes from Members

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

Pros

"Unified interface, a lot of tools for BI, easy configuration, standalone SDK."
"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."
"In terms of ROI, much better than any other solution when it offer full fledged features in open source, planned to have direct contact with SpagoBI for better support."
"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."
"Our customers really appreciate the self-service BI functionalities."
"I would use SpagoBI if a company wants to use a free tool that has enough features."
"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."
"It offers a wide range of analytics options including statistics and visualizations, as well as prediction capabilities, allowing users to make forecasts based on the latest data."
"Using Pyramid Analytics, I believe we can save a lot of time in reporting."
"The on-premise version has quite good scalability."
"The data model capabilities seem great to me."
"Pyramid Analytics has positively impacted my organization by allowing us to analyze sales data and identify opportunities regarding how to use the budget and where to allocate it to get more sales."
"Pyramid Analytics has improved my decision-making process, especially if I go for NLP, because I simply write the questions and it will automatically go with some of the data and create a visualization, which has saved time by automatically giving me a very fast answer."
"Management decided to change from Power BI to Pyramid Analytics, and this decision has been very beneficial because cost is lower for hundreds of users while maintaining data security, accuracy, and reliability, leading to improved sales, acquisition of many new clients, project expansion, and better operations through consolidated agriculture activities and easier compliance reporting."
"The best features Pyramid Analytics offers that stand out to me include the Present feature, the dynamic reporting capability, Time Intelligence, and data modeling, all of which are excellent."
 

Cons

"Tomcat configuration was tricky in earlier versions."
"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 demands of some jobs would slow Spago and lock the site, preventing any other job from processing."
"As all software and especially the open-source ones have always something that can work better, in this case, SpagoBI is slightly difficult to implement."
"I faced difficulties when using the email feature and documentation was scant."
"We expected the community to be bigger than what it currently is."
"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. I've also seen inconsistencies between versions. For example, under the tools, especially in the cockpit, the way you create reports is now different. You will also find some configurations within a particular state, like a line chart, which differs from version to version. I think consistency is an essential feature in a product, especially for business intelligence products."
"As for how Pyramid Analytics can be improved, I wish that there was a greater degree of customization available."
"When creating a data model in Pyramid Analytics, it's a bit complicated compared to other tools, especially to Microsoft BI."
"The general amount of negative comments that I am hearing from my team makes me very wary."
"Pyramid Analytics could improve by speeding up data refresh, especially for large datasets."
"Even though the solution has a functionality for every step, it's not so well- defined. That needs to be improved."
"I think one thing is that Pyramid Analytics can sometimes have a slow loading speed, especially with large data pools, and the interface could be much more modern."
"Getting accustomed to the latest AI technologies is something I feel Pyramid Analytics should be able to address."
"I find that this is quite a heavy, time-consuming tool for developers."
 

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 licensing cost is not excessively expensive, but it does increase with the addition of new features and modules."
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Top Industries

By visitors reading reviews
Construction Company
19%
Outsourcing Company
10%
Manufacturing Company
10%
Comms Service Provider
9%
Financial Services Firm
14%
Construction Company
11%
Outsourcing Company
9%
Manufacturing Company
7%
 

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 Business14
Midsize Enterprise4
Large Enterprise8
 

Questions from the Community

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What is your experience regarding pricing and costs for Pyramid Analytics?
My experience with pricing, setup cost, and licensing for Pyramid Analytics is that I do not have any kind of experience. I was provided with the license, meaning credentials, but I do not have any...
What needs improvement with Pyramid Analytics?
Regarding how Pyramid Analytics can be improved, I honestly think we had some issues in connecting Pyramid Analytics with SAP; it is not so easy as we have been told, and this is something that cou...
What is your primary use case for Pyramid Analytics?
I was involved in a project, more like a bid offer, and we started this kind of cooperation with Pyramid Analytics, so I obtained the certification, the highest one, and I found out it is a really ...
 

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
US Department of Veterans Affair, Volkswagen, Siemens, Blackboard, Hallmark, Orange, CDW, LA Fitness, Atelier GS, Memorial Healthcare, Acadia Insurance, BancoBic, Advanced Learning, Microsoft, Drake University
Find out what your peers are saying about Knowage vs. Pyramid Analytics and other solutions. Updated: November 2026.
920,769 professionals have used our research since 2012.