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Apache Superset vs IBM Cognos Dashboard comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jun 3, 2026

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

Apache Superset
Ranking in Data Visualization
5th
Average Rating
8.2
Reviews Sentiment
5.2
Number of Reviews
14
Ranking in other categories
No ranking in other categories
IBM Cognos Dashboard
Ranking in Data Visualization
28th
Average Rating
8.6
Reviews Sentiment
6.7
Number of Reviews
4
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of August 2026, in the Data Visualization category, the mindshare of Apache Superset is 2.7%, down from 9.9% compared to the previous year. The mindshare of IBM Cognos Dashboard is 0.9%, up from 0.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Visualization Mindshare Distribution
ProductMindshare (%)
Apache Superset2.7%
IBM Cognos Dashboard0.9%
Other96.4%
Data Visualization
 

Featured Reviews

MP
Founder & CEO at Lanzar
Have saved significant operational costs and streamlined alert-driven analytics with customizable dashboards
I definitely see some disadvantages in Apache Superset, particularly in the tagging feature which is not up to the mark, creating a little bit of mess for the administrators. We work with a Role-Based Access Control feature in the product. I assess this feature as good; they have permissions which are in more plain English, but there is a little bit of convenience missed out because if I have to create a super user apart from admin, I need to add all the permissions manually.
Unes Ay - PeerSpot reviewer
Data Scientist at a manufacturing company with 5,001-10,000 employees
Provides efficient data modules, but it could be more user-friendly
We use IBM Cognos Dashboard for data manufacturing, reporting, costing, quality check, etc The product helps us update the KPI automatically. We can access reports and analyze if a particular solution fits the requirements. The product's most valuable is the concept of data modules. IBM Cognos…

Quotes from Members

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

Pros

"What I appreciate most about Apache Superset is its text search feature, including searching with small and capital letters."
"What I appreciate the most about Apache Superset is that it's free and easy to set up."
"It's very easy, reliable, and trustable because it's an Apache open-source product."
"Apache Superset allows us to set up alerts; for instance, if the failure rate exceeds 1.5%, we receive an alert to address the issue with our integration partners."
"Being able to quickly build standard dashboards around relational data in Apache Superset provides tremendous visibility for everyone on the team."
"Apache Superset is a lightweight reporting tool with a lot of functions and flexibility, where you can build the dataset, build charts, and dashboards from the user interface."
"The no-code interface is the most valuable as it allows us to operate without constant support from the data engineering team, fostering a self-service environment."
"The solution supports a rich set of charts and enables users to create their own dashboards."
"The tool's valuable features are that it is easy to use and stable."
"The product helps us update the KPI automatically."
"The main feature that is useful is the on-demand report generation through the dashboard."
"It is a pretty stable solution."
 

Cons

"When comparing Apache Superset with Elasticsearch and Solar Search, it lacks some features that come with Elasticsearch, such as Kibana."
"I had issues when trying to export and import dashboards; I could not do it on the first attempt."
"Automation in terms of APIs for creating roles, and giving privileges to the user can be improved."
"The platform's reporting feature needs enhancement."
"Building a full-fledged product or software as a service might be cumbersome due to performance limitations."
"Dark mode would be the main thing I would like; it does not really work because the chart text cannot be white in a dark mode setup, so it is not feasible."
"The scalability of Apache Superset has been one of the challenges for us. We deployed it onto a bigger machine because as the users grew, we experienced a delay in data retrieval."
"Areas of Apache Superset that could be improved include enhancing the data visualization features and addressing the overall data sourcing limitations, such as the 800 kilobyte limit per query that sometimes restricts our analysis, especially if we need to access data from many years back."
"They should include proper documentation to learn more about the product."
"The price point is one of the major areas to be improved."
"Visualization is an area where the product lacks."
"The scalability of the product's on-premises version is an area with certain shortcomings where improvements are required."
 

Pricing and Cost Advice

"Apache Superset has a three-year licensing model."
"Apache Superset is an open-source solution."
"Apache Superset is open-source and free."
"The price of Apache Superset is less than some of its competitors."
"The product is expensive for small businesses compared to other vendors."
"Licensing is based on individual usage, and it is more expensive than other providers."
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Top Industries

By visitors reading reviews
Financial Services Firm
21%
Government
7%
Computer Software Company
7%
Comms Service Provider
7%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise2
Large Enterprise5
No data available
 

Questions from the Community

What needs improvement with Apache Superset?
I definitely see some disadvantages in Apache Superset, particularly in the tagging feature which is not up to the mark, creating a little bit of mess for the administrators. We work with a Role-Ba...
What is your primary use case for Apache Superset?
My major use case for Apache Superset is anything related to analytical dashboards.
What advice do you have for others considering Apache Superset?
In terms of dashboarding tools, I work with them on a daily basis and can help with Apache Superset. We use Apache Superset for dashboarding. I always use it for read purposes, and we don't manage ...
Ask a question
Earn 20 points
 

Also Known As

No data available
Cognos Dashboard
 

Overview

Find out what your peers are saying about Apache Superset vs. IBM Cognos Dashboard and other solutions. Updated: June 2026.
908,834 professionals have used our research since 2012.