IBM Cognos vs Knowage comparison

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IBM Cognos

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Executive SummaryUpdated on Jan 1, 2025

Knowage and IBM Cognos are business intelligence tools focused on analytics and reporting. Knowage seems advantageous for cost-conscious organizations due to its open-source model, while IBM Cognos boasts a more robust feature set suitable for enterprises.

Features: Knowage provides advanced analytics and data visualization alongside integration capabilities and modularity, allowing for a flexible, customizable tool. IBM Cognos offers comprehensive enterprise reporting, in-depth analytics, and seamless integration with existing IBM ecosystems, ideal for large organizations.

Room for Improvement: Knowage could improve by providing more extensive customer support and simplifying its interface for users without in-house IT expertise. IBM Cognos may benefit from optimizing its cost model to enhance accessibility for smaller enterprises and refining its user interface for greater ease of use.

Ease of Deployment and Customer Service: IBM Cognos features a versatile deployment model, including on-premises, cloud, and hybrid options with extensive support. Knowage, being open-source, requires more technical expertise and relies on a community-driven support model, appealing to those with the necessary in-house resources.

Pricing and ROI: Knowage offers a low-entry-cost option with potential high ROI for organizations capable of managing open-source software. IBM Cognos, although with higher initial costs, provides significant ROI through its extensive capabilities in complex organizational environments.

To learn more, read our detailed IBM Cognos vs. Knowage Report (Updated: March 2026).

IBM Cognos vs. Knowage

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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

IBM Cognos

Ranking in BI (Business Intelligence) Tools

7th

Ranking in Reporting

3rd

Average Rating

8.2

Reviews Sentiment

6.2

Number of Reviews

138

Ranking in other categories

No ranking in other categories

Knowage

Ranking in BI (Business Intelligence) Tools

33rd

Ranking in Reporting

23rd

Average Rating

7.6

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of March 2026, in the Reporting category, the mindshare of IBM Cognos is 2.9%, down from 4.6% compared to the previous year. The mindshare of Knowage is 1.7%, up from 0.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Reporting Mindshare Distribution
Product	Mindshare (%)
IBM Cognos	2.9%
Knowage	1.7%
Other	95.4%

Reporting

Featured Reviews

Rawen Lawrence

Senior Project Manager at BD

Data insights have transformed reporting speed and support faster, informed decisions

IBM Cognos makes it simple to create visually appealing products, and we are able to run about 1,000 reports on a daily basis while another 1,000 are run through the scheduler built into IBM Cognos Analytics. It offers triggering through the scheduler, which we use to confirm the completion of other processes needed to be available before the job is scheduled to run, allowing us to make data-driven decisions easily. Some of the best features that IBM Cognos offers are enterprise reporting, which enables us to create, customize, and run reports on sales trends, consumer sentiment, and many more; dashboard creation; and data exploration and analysis. We are able to use the drag and drop feature to create ad-hoc visualizations. Additionally, I find the AI-powered natural language query feature for data analysis and dashboard input to be very useful for a non-technical person to put queries around the spreadsheets data to get a quick answer. Building insights for accurate decision-making has been great. Moreover, we can package reports with data-backed insights for stakeholders in PDF and Excel format to support business ad-hoc cases, forecasting, and strategic recommendations on relevant tasks. Of all those features, the visual graphs, predictive analytics, and data cleansing feature makes the biggest difference for my team. IBM Cognos is deployed in my organization using a hybrid cloud setup with Amazon Web Services as our cloud provider.

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BlessingSithole

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.

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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

"Self-service is possible through the use of dashboards, which are also very intuitive. Stories can be used to pin snapshots, tell the story for meetings, etc."

"Beside Cognos, none were compliant enough with the needs of my customers."

"This BI tool helped automate and centralize production reports."

"The most valuable feature is developing reports from different data sources, making it a reliable data source."

"The comprehensiveness or broadness of the software functions or business intelligence functions that it provides is valuable. It is also quite easy to use and user-friendly."

"I have not encountered any stability issues."

"Dashboards and visualizations are the product’s most valuable features."

"We have worked with several reporting software products, and Cognos has a lot of flexibility and is very usable."

More IBM Cognos pros

"SpagoBI makes delivering reports to our clients very easy."

"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."

"Customer Service: Excellent."

"Unified interface, a lot of tools for BI, easy configuration, standalone SDK."

"It improves sales and products, which motivates employees."

"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."

"The most valuable feature of SpagoBI is that it is open source and 100% free without limits."

"I am satisfied with the product in general given what the company invested in it, which was just our time."

More Knowage pros

Cons

"There are many problems with the product's stability part, making it an area where improvements are required."

"I would like to see is more easy building, movement in the reports, and dashboard functionality within reporting. Overall more simple elements within reports. If the elements are simple then you don't have to render a full page, but you can move separate parts in the page."

"Vendor technical support could be improved. It used to be really great, however, it seems like the focus now is on newer development and the support may not be that good for the more difficult issues."

"It would be better if it is was easier to implement without extensive training for it."

"The Cognos Suite needs improvement in a number of areas."

"We are finding ‘undocumented features’ on a daily basis and reporting issues to IBM."

"Technical Support is very expensive and internet resources for many issues are very poor, similar to QlikView and Pentaho."

"Data modeling needs to be improved. We use the ETL process, and when we get errors, we then need to identify which structural change is required. The error messaging should be better. They should be descriptive rather than semantic."

More IBM Cognos cons

"We are not happy with the poor graphic user interface. It looks a bit old and sometimes it is not properly user friendly."

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

"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."

"The demands of some jobs would slow Spago and lock the site, preventing any other job from processing."

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

"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

Pricing and Cost Advice

"IBM Cognos price is on the higher side of the spectrum. However, with the features that it brings, such as correlation analysis, it's worth the money. They should look at the pricing more clearly because it's a little on the higher side."

"There is need to assess the purchase license accordingly so as to avoid audit penalties."

"The pricing and licensing policies are comparatively cheaper than other products in the market ."

"IBM Cognos offers competitive pricing similar to other BI vendors in the market."

"It is averagely priced."

"The cost of IBM Cognos it's more or less the same as most of the other solutions on the market. They're very competitive with the rest of the market and it is not the most expensive product."

"There is a standard license required to use this solution. There are some additional tools but I am not sure if they are an extra cost."

"My company uses IBM Cognos with another IBM product, so I think only one license is used."

More IBM Cognos 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."

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Comparison Review

it_user79932

Senior Manager - BI Head with 5,001-10,000 employees

Feb 4, 2015

Comparison of SAP BO, Tableau, QlikView, Cognos, Microsoft, OBIEE and Pentaho

1. SAP BO/BI Enterprise scalability Security Ease of use Semantic layer 2. Tableau Visualization Data discovery Turnaround time 3. IBM Cognos Enterprise scalability Security In-memory feature 4. MS BI - Flexibility 5. Pentaho - Open source but still enterprise grade 6. QlikView Data…

Read full review

Top Industries

By visitors reading reviews

Financial Services Firm

14%

Insurance Company

11%

Manufacturing Company

Computer Software Company

No data available

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	34
Midsize Enterprise	23
Large Enterprise	90

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

Questions from the Community

Seeking lightweight open source BI software

It depends on the Data architecture and the complexity of your requirement. Some great tools in the market are Qlik Sense, Power BI, OBIEE, Tableau, etc. I have recently started using Cognos Enter...

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What do you like most about IBM Cognos?

The solution's most valuable feature is its ease of use, which makes it easily compatible with other tools.

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What needs improvement with IBM Cognos?

One area where IBM Cognos can be improved is that customer service sometimes is not very responsive, and I would love to see the user interface improved, especially to look somehow updated. In addi...

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Comparisons

Microsoft Power BI vs IBM Cognos

Compared 11% of the time

Tableau Enterprise vs IBM Cognos

Compared 8% of the time

SAP BusinessObjects Business Intelligence Platform vs IBM Cognos

Compared 6% of the time

Oracle Hyperion vs IBM Cognos

Compared 6% of the time

SQL Server vs IBM Cognos

Compared 4% of the time

More IBM Cognos Competitors

Procurify vs Knowage

Compared 8% of the time

Tableau Enterprise vs Knowage

Compared 6% of the time

Plotly Dash Enterprise vs Knowage

Compared 6% of the time

Pentaho Business Analytics vs Knowage

Compared 6% of the time

SAS Visual Analytics vs Knowage

Compared 5% of the time

More Knowage Competitors

Product Reports

IBM Cognos

Download IBM Cognos product report

Download Knowage product report

Also Known As

Cognos, Cognos Analytics, IBM Cognos Analytics

SpagoBI

Overview

IBM Cognos Business Intelligence provides a wide range of tools to help you analyze your organization's data. IBM Cognos BI allows businesses to monitor events and metrics, create and view business reports, and analyze data to help them make effective business decisions.

IBM Cognos applies techniques to describe, summarize, and compare data, and draw conclusions. This allows users to see trends and discover anomalies or variances that may not be evident by simply reading data. Data sources that contain information from different areas of a business can be stored in separate packages. Users can see only information that they have been granted access to, based on their group or role.

IBM Cognos BI consolidates the following business intelligence functions into a single web-based solution:

IBM Cognos Insight: Create personal and managed workspaces for data analysis. Using these interactive workspaces, you can share insight results with managers. Cognos Insight supports write-back, and you can also use these workspaces to capture and integrate management goals, commitments, and forecasts.
IBM Cognos Workspace: With IBM Cognos Workspace, you can create rich, interactive workspaces using IBM Cognos content as well as data from external sources. You can view and open your favorite workspaces and reports, edit content in your workspaces, and share your workspaces via email.
IBM Cognos Analytics: IBM Cognos Analytics utilizes built-in AI and intuitive searches which helps users to quickly create the visualizations and a wide range of reports. Cognos Analytics provides cognitive and managed self-service, enabling you to gain insights from controlled and trusted data.
IBM Cognos Report Studio and IBM Cognos Query Studio: Easily create structured and query reports. IBM Cognos allows users to create application and report templates. In addition, report authors can reuse report objects to apply filters, fields, and styles to reports. Users can set the language of the user interface and report content according to the user's native language.
IBM Cognos Event Studio: Receive notifications of events that occur within your organization in real time. Event Studio enables the creation of agents that detect the occurrence of business events, failures, or anomalies, based on the change of specific events or data conditions. Notification can be sent via email, publication in the portal, or by triggering reports.
IBM Cognos Connection: This is the Web portal for IBM Cognos BI and is the central area for accessing all the IBM Cognos functions. In the web portal, users can schedule and distribute reports, create tasks, administer the server and the access permissions, and more.

Reviews from Real Users

IBM Cognos stands out among its competitors for a number of reasons. Two major ones are its powerful analysis tool and its reporting capabilities.

Prasad B., a senior software engineer at a financial services firm, notes, “The product is a very good reporting tool and is very flexible. It allows for the users to get a scheduled report. We can receive automated reports as well. They are easy to schedule on a weekly or monthly basis. It is very fast. I mean in means of report output, it's very fast compared to the actual clients involved.”

IBM

Knowage (formerly SpagoBI) has a 14-years history. The actual release is the 6.3.

Knowage offers FULL ANALYTICAL CAPABILITIES, with a special focus on big data analytics and comprehensive support to rich and multi-source data analysis. Knowage provides different modules, each one focused on a specific domain but mutually combinable (Big Data, Smart Intelligence, Enterprise Reporting, Location Intelligence, Performance Management, Predictive Analysis). Moreover, Knowage is an OPEN SOURCE solution: the source code is freely accessible, everyone is allowed to join the community and build the own business solution to ensure strategic decision-making and improved productivity.

Knowage suite is supported by Engineering Group, the leading Italian software and services company, with about 10,000 people and more than 50 offices worldwide. Maintenance and support services (such as trainings, migration support, proof-of-concepts, etc) are provided by Engineering Group (KNOWAGE Labs) under subscription.

Sample Customers

More than 23,000 leading organizations across multiple industries use Cognos. Some examples of Cognos customers include BMW Financial Services, Quinte Health Care, Troy Corporation, Michigan State University, and GKN Land System.

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

IBM Cognos vs. Knowage