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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
9th
Average Rating
8.2
Reviews Sentiment
6.0
Number of Reviews
136
Ranking in other categories
Reporting (5th)
Metabase
Ranking in BI (Business Intelligence) Tools
25th
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 January 2026, in the BI (Business Intelligence) Tools category, the mindshare of IBM Cognos is 1.3%, down from 3.6% compared to the previous year. The mindshare of Metabase is 1.0%, up from 0.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools Market Share Distribution
ProductMarket Share (%)
IBM Cognos1.3%
Metabase1.0%
Other97.7%
BI (Business Intelligence) Tools
 

Featured Reviews

reviewer2648136 - PeerSpot reviewer
EDW Manager at a university with 1,001-5,000 employees
Centralized reporting has supported university-wide regulatory dashboards and secure data access
From my experience, we use regular dashboarding with IBM Cognos for producing scheduled reports and for mandatory regulatory reporting. All our departments use IBM Cognos, with each department developing their own reports while our corporate IT team provides the data. Some people use the interactive dashboards feature of IBM Cognos, and there are also other tools in use. I think some users utilize Power BI and Tableau, but our IT organization only provides IBM Cognos as an enterprise business intelligence and reporting tool. IBM Cognos is evaluated and complies fully with all our security standards. In my opinion, IBM Cognos is very stable. It has been around for many years and many users are familiar with it, ensuring it performs well in its intended capacity. The benefits of choosing IBM Cognos, aside from cost savings, include having institutional knowledge for maintaining this infrastructure and a reliable solution that enhances developer productivity, given our team's extensive experience with IBM Cognos.
Ibrahim Izz El-Deen - PeerSpot reviewer
Data Engineer at USYTech
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 dashboarding offered by this solution is very valuable to us."
"We use IBM Cognos for enterprise analytics and reporting."
"Cognos is the best application with dashboards,batch reporting, jobs, events and ad-hoc reporting for business users."
"The basic platform comes with several meta-modelling tools."
"IBM Cognos improves the effectiveness of the sales team."
"It has a very powerful edit feature which allows users to back out of changes (undo) without forcing them to recreate entire reports."
"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."
"The three IBM Cognos features I find the most valuable are Dynamic Cubes, PowerPlay, and Watson."
"I rate the solution’s stability a nine out of ten."
"Metabase's key advantage is its modern approach to business intelligence."
"It is easy for a new user to learn the tool."
"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."
 

Cons

"I would like to see the introduction of mapbooks for supporting some geographical information."
"It could have more options for themes."
"IBM Cognos's error messages seem to be a bit ambiguous. An error will be encountered and a message will be sent out very ambiguous and after investigating the error message it could be any number of issues. There was never a direct answer to the question or a direct answer to the error messages. Sometimes it would be a generic error message for 21 different solutions. It wasn't very specific, which required a lot of digging around and trial and error trying to fix the problem. The messaging in their error messaging is something needing improvement."
"IBM Support can be slow at times, but they can usually deliver in a timely manner."
"I think the GIS pieces maybe not as good as we would like."
"It is a costly product; it is comparatively expensive."
"The visualization aspect needs to be improved and I believe, this is being resolved in upcoming versions."
"There are some small features that are missing. It would be nice if the graphics were better. You can use external sources for charts, but it's quite complex to use and not easy to implement. If you want a new chart, you can download it from multiple tools and implement it into IBM Cognos."
"The tool must be made more user-friendly."
"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."
 

Pricing and Cost Advice

"The pricing of this product is meant for medium to large-scale enterprises."
"On a scale from one to ten where one is low pricing and ten is high pricing, I would rate this solution at eight."
"IBM Cognos offers competitive pricing similar to other BI vendors in the market."
"It is averagely priced."
"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."
"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."
"It's more expensive than similar solutions like Tableau and Power BI."
"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."
"Using the open-source edition of Metabase on AWS EC2 cost us around $29 per month for the EC2 instance, which was affordable."
"I would not say it is a cheap tool, but it's viable."
"The product is open-sourced."
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Comparison Review

it_user79932 - PeerSpot reviewer
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…
 

Top Industries

By visitors reading reviews
Financial Services Firm
14%
Insurance Company
10%
Manufacturing Company
9%
Computer Software Company
7%
Computer Software Company
15%
Comms Service Provider
13%
Outsourcing Company
11%
Financial Services Firm
10%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business34
Midsize Enterprise23
Large Enterprise86
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?
Since IBM Cognos is a futuristic platform with many robust features, it takes time to grasp all the features and how they work, so there is a learning curve. The more I use this platform, the more ...
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: December 2025.
880,954 professionals have used our research since 2012.