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Apache Superset vs IBM Cognos Dashboard comparison

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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 September 2026, in the Data Visualization category, the mindshare of Apache Superset is 2.5%, down from 9.1% 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 Superset2.5%
IBM Cognos Dashboard0.9%
Other96.6%
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.
SM
Freelancer at 0
A tool that helps create creative dashboards while offering high performance and stability
For reporting and data visualization, the tool is mainly used based on the data dimensions, which are stored in the data warehouse since it is where IBM Cognos Dashboard is used to bind the data and visualize the reports. The integration with our company's business intelligence workflows is based on the existing connectors that IBM Cognos Dashboard has. I am not aware because I do not manage that in the application, but what I see is that it is mainly through the connectors that the tool is connected to the data warehouse. The editor in IBM Cognos Dashboard is the most beneficial for creating an interactive dashboard. The dashboard customization and the flexibility in the IBM Cognos Dashboard enhance data analysis since it has a graphical builder that is quite user-friendly for creating different dimensions. I recommend the solution to those who plan to use it. The tool is effective when it comes to integration with other data sources because it has the connectors to connect to different data sources. The real-time data refresh in Cognos impacted my decision-making since the tool ensures more business benefits in areas around all the financial reporting or marketing trends of the users or customers, including the billing analytics to know what the RPU or to know the areas that can help in the marketing decisions while being able to create new portfolios or new products for the market. The tool is mainly for marketing and financial reporting. I rate the overall tool a ten out of ten.

Quotes from Members

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

Pros

"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."
"When you click on any chart, you can apply the filter without any effort."
"The benefits I have seen from using Apache Superset for the business team are that they have been able to look at the numbers easily, log into the portal, and look at different dashboards, which are at different granularities."
"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 main benefit I have seen from working with Apache Superset so far is the speed from discovery and SQL to making charts and dashboards, along with its customizability."
"It's very easy, reliable, and trustable because it's an Apache open-source product."
"Being able to quickly build standard dashboards around relational data in Apache Superset provides tremendous visibility for everyone on the team."
"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 main feature that is useful is the on-demand report generation through the dashboard."
"The product helps us update the KPI automatically."
"It is a pretty stable solution."
"The tool's valuable features are that it is easy to use and stable."
 

Cons

"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."
"Apache Superset could be improved by enhancing its interactivity and engagement capabilities."
"One potential area for improvement in Apache Superset is that it must be installed in a dedicated Docker image, which could be a limitation since the goal is to embed Apache Superset in a product offering."
"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."
"Dynamic dashboarding could improve to enable smooth navigation when transitioning from a higher to a lower view, allowing for easy accessibility."
"I had issues when trying to export and import dashboards; I could not do it on the first attempt."
"Apache Superset needs more rich charting capabilities."
"When comparing Apache Superset with Elasticsearch and Solar Search, it lacks some features that come with Elasticsearch, such as Kibana."
"The scalability of the product's on-premises version is an area with certain shortcomings where improvements are required."
"They should include proper documentation to learn more about the product."
"Visualization is an area where the product lacks."
"The price point is one of the major areas to be improved."
 

Pricing and Cost Advice

"Apache Superset is open-source and free."
"The price of Apache Superset is less than some of its competitors."
"Apache Superset has a three-year licensing model."
"Apache Superset is an open-source solution."
"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
8%
Comms Service Provider
7%
Computer Software Company
6%
Comms Service Provider
11%
Manufacturing Company
9%
Construction Company
9%
Transportation Company
8%
 

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 ...
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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: August 2026.
912,565 professionals have used our research since 2012.