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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
8th
Average Rating
8.0
Reviews Sentiment
6.3
Number of Reviews
134
Ranking in other categories
Reporting (6th)
Metabase
Ranking in BI (Business Intelligence) Tools
23rd
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 August 2025, in the BI (Business Intelligence) Tools category, the mindshare of IBM Cognos is 3.1%, down from 4.3% compared to the previous year. The mindshare of Metabase is 1.1%, up from 0.3% 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

"The Report Studio that is aimed at professional report writers."
"The product is a very good reporting tool and is very flexible. It allows for the users to get a scheduled report."
"We are able to generate quality reports easily which allows us to decrease response time."
"We use IBM Cognos for enterprise analytics and reporting."
"Using custom controls, it is possible to extend the application with even more functionality and make the application intuitive and attractive."
"IBM Cognos is a robust governed platform with significant security features and provides excellent graphics and reporting."
"It is a stable product."
"Previously, we were doing static reporting. Management would request a report, and it would take staff a week or more to provide it. With Cognos, we have dynamic reporting, and it has reduced both reporting and decision making times significantly. With the solution's dashboard, the company's management team has updated records at their fingertips. This means that they can directly access the data they need to make decisions."
"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

"The tool needs to improve the connectivity since I see that, at times, there is a need to increase the memory in the database."
"It could have more options for themes."
"I would like to have predictive and forecasting capabilities in Cognos. It's one thing to do reporting, and another thing to easily predict or forecast certain data points, which is very important for all the clients."
"I would like to see the introduction of mapbooks for supporting some geographical information."
"The solution seems to slow down the servers."
"We need more predictive analytical functions, not only diagnostic or decryptic analytics."
"Cognos is quite slow - it's missing the performance of the PowerPlay cubes."
"The visualization aspect needs to be improved and I believe, this is being resolved in upcoming versions."
"The solution could provide more customization."
"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."
"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."
 

Pricing and Cost Advice

"It is pretty expensive."
"There is need to assess the purchase license accordingly so as to avoid audit penalties."
"It's more expensive than similar solutions like Tableau and Power BI."
"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 my understanding that the cost is very low. It's not very expensive."
"The pricing of this product is meant for medium to large-scale enterprises."
"It is averagely priced."
"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
Financial Services Firm
15%
Insurance Company
10%
Manufacturing Company
10%
Government
8%
Computer Software Company
20%
Comms Service Provider
14%
Financial Services Firm
8%
Outsourcing Company
5%
 

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: July 2025.
865,384 professionals have used our research since 2012.