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IBM Cognos vs Metabase 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

IBM Cognos
Ranking in BI (Business Intelligence) Tools
7th
Average Rating
8.0
Reviews Sentiment
6.3
Number of Reviews
134
Ranking in other categories
Reporting (3rd)
Metabase
Ranking in BI (Business Intelligence) Tools
26th
Average Rating
7.6
Reviews Sentiment
7.3
Number of Reviews
4
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of June 2025, in the BI (Business Intelligence) Tools category, the mindshare of IBM Cognos is 3.3%, down from 4.4% compared to the previous year. The mindshare of Metabase is 1.1%, up from 0.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools
 

Featured Reviews

AMOL JAJU - PeerSpot reviewer
Offers ad hoc analysis reports and good for operational dashboarding
There used to be many valuable features, but in the last three or four years, whatever IBM is doing with enhancements, it has taken a lot of time to build and develop. But the best usage of Cognos is the ad hoc analysis reports. I really like that. Our customers also like that. But now the usage of Cognos and OBIE is reduced by various business users because people and business users are now more focused on analytics, slice and dice, and the dashboard, and the widgets.
Ibrahim Izz El-Deen - PeerSpot reviewer
Modern analytics tool enhances user interactions with neat visualizations for improved decision-making
One area for improvement could be in offering more advanced features even in the open-source edition or making the paid versions more cost-effective. Data scalability, especially if the data grows, requires manual infrastructure management, which could be improved. Increased customization and visualization options in the open-source edition would be beneficial. Additionally, it might be helpful if more complex queries and stored procedures were supported.

Quotes from Members

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

Pros

"Security administration tools are powerful and flexible."
"This solution allows you to input a wide range of file formats."
"Comparing IBM Cognos to other applications, once a person is trained on it or they have developed a skill set to operate the application, it is best in its category."
"The initial setup is quite straightforward."
"IBM Cognos is a robust governed platform with significant security features and provides excellent graphics and reporting."
"One of the strong suits of Cognos is its robust corporate reporting capability."
"We use the account statement report. When you use an account in HSBC, you receive various types of accounts, such as the stock market, fixed accounts, credit cards, and business accounts. We can create one consolidated report called CCS support, which includes all these accounts. In that statement, we are consolidating all those accounts."
"The Report Studio that is aimed at professional report writers."
"It is easy for a new user to learn the tool."
"Metabase's key advantage is its modern approach to business intelligence."
"The most valuable feature of the solution is its interface, which is used to query data into Metabase. I think it is very useful and handy for a novice."
"I rate the solution’s stability a nine out of ten."
 

Cons

"Most of our company's customers want to be able to deploy IBM Cognos on a web application and use it as a desktop application, which is not possible currently."
"IBM Support can be slow at times, but they can usually deliver in a timely manner."
"I rate pricing as a four, meaning it is more expensive compared to other solutions."
"The charts and graphics are weak."
"I would like to see the introduction of mapbooks for supporting some geographical information."
"The data uploads that we do, such as Excel files, have a lot of restrictions. If we can make it a bit more user-friendly, allowing us to have more flexibility it would be a great help."
"It could have more options for themes."
"The performance is a bottleneck and something that can be improved."
"The solution could provide more customization."
"One area for improvement could be in offering more advanced features even in the open-source edition or making the paid versions more cost-effective."
"I think there is a need to add a few more advanced visuals in the tool. There are a standard set of visuals in the tool which are available."
"The tool must be made more user-friendly."
 

Pricing and Cost Advice

"The licensing costs are a little bit higher for IBM Cognos. I don't think there is any additional cost apart from the licensing charges."
"IBM Cognos is priced reasonable. However, it is more expensive than Power BI and Tableau."
"I don't know the exact cost, but I believe Cognos is quite expensive, especially when it comes to the support consultants and the procedures that need to be applied."
"It is my understanding that the cost is very low. It's not very expensive."
"There is need to assess the purchase license accordingly so as to avoid audit penalties."
"My company uses IBM Cognos with another IBM product, so I think only one license is used."
"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."
"There is some additional licensing that we needed to purchase because we were touching data outside of our core data platform. The cost was approximately $25,000 for the additional licenses, which were approximate 45 licenses. For the application itself, updates, and the core platform it was approximately $50,000. Giving a total cost of $75,000 annually for our usage of IBM Cognos."
"I would not say it is a cheap tool, but it's viable."
"Using the open-source edition of Metabase on AWS EC2 cost us around $29 per month for the EC2 instance, which was affordable."
"The product is open-sourced."
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Comparison Review

it_user79932 - PeerSpot reviewer
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…
 

Top Industries

By visitors reading reviews
Educational Organization
35%
Financial Services Firm
10%
Insurance Company
6%
Manufacturing Company
6%
Computer Software Company
23%
Comms Service Provider
16%
Financial Services Firm
8%
Government
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

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...
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.
What needs improvement with IBM Cognos?
There is room for improvement in self-service analytics and predictiveness.
What is your experience regarding pricing and costs for Metabase?
Using the open-source edition of Metabase on AWS EC2 cost us around $29 per month for the EC2 instance, which was affordable.
What needs improvement with Metabase?
One area for improvement could be in offering more advanced features even in the open-source edition or making the paid versions more cost-effective. Data scalability, especially if the data grows,...
What is your primary use case for Metabase?
I used Metabase for business intelligence and analytics in my organization. We connected Metabase to AWS Athena, allowing us to query and visualize data stored in S3 buckets.
 

Comparisons

 

Also Known As

Cognos, Cognos Analytics, IBM Cognos Analytics
No data available
 

Overview

 

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.
Information Not Available
Find out what your peers are saying about IBM Cognos vs. Metabase and other solutions. Updated: June 2025.
857,585 professionals have used our research since 2012.