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IBM Cognos vs Plotly Dash Enterprise comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jul 27, 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 Reporting
6th
Average Rating
8.0
Reviews Sentiment
6.3
Number of Reviews
134
Ranking in other categories
BI (Business Intelligence) Tools (8th)
Plotly Dash Enterprise
Ranking in Reporting
17th
Average Rating
7.6
Reviews Sentiment
6.8
Number of Reviews
3
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of August 2025, in the Reporting category, the mindshare of IBM Cognos is 4.5%, down from 5.5% compared to the previous year. The mindshare of Plotly Dash Enterprise is 1.3%, up from 1.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Reporting
 

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.
VenkateshJuloori - PeerSpot reviewer
A flexible tool that offers an open-source version
It is a scalable solution. Scalability-wise, I rate the solution a nine to ten out of ten. In my company, there are around five resources that use the product. My company's clients use the product a lot on a daily basis. I use the product twice a week in my company before I get any call from our clients.

Quotes from Members

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

Pros

"In terms of stability, I think that Cognos is more stable than Tableau and Power Bi because of its framework manager concept that allows us to import metadata and store it in the framework manager."
"Mapbox integration for geospatial analytics down to longitude/latitude layers."
"Even while a user is using a cube for reporting, there will not be a situation as ' Cube file locked; unable to build or deploy'."
"It is a stable product."
"I have worked on the features like dashboards and stories, and I do like them a lot."
"Integration with Office can enable the 'download' mode of storytelling.​"
"The product is a very good reporting tool and is very flexible. It allows for the users to get a scheduled report."
"The initial setup is quite straightforward."
"It is a scalable solution. Scalability-wise, I rate the solution a nine to ten out of ten."
"When reviewing and interpreting data, I typically examine it in a tabular form to understand its structure. However, when explaining or presenting the findings to others, I often use visualization tools such as Plotly. These tools allow me to create visual representations of datasets."
"The level of interactivity that the product provides is valuable to me."
 

Cons

"The charts and graphics are weak."
"There is room for improvement in self-service analytics and predictiveness."
"There are some problems with how Cognos handles huge data sets and when connecting with multiple sources and searching the data."
"I rate pricing as a four, meaning it is more expensive compared to other solutions."
"Compared to Tableau and PowerBI, the IBM interface is easier to use. However, the drag-and-drop functionality isn't as straightforward. Formatting is also more challenging in the cloud than in other applications, like Power BI. Also, if you encounter an issue, it takes more time to resolve it on the formatting side."
"IBM Support can be slow at times, but they can usually deliver in a timely manner."
"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."
"It would be nice to offer free online training on the tool for end-users."
"I believe that the prices of the tool's paid services could be on the premium side, so the pricing model can be considered for improvement."
"The solution cannot be deployed on the website and shared with others through its own platform."
"The tool needs to improve its pie charts. Regarding Plotly, I find the online documentation somewhat challenging to navigate, especially when dealing with many parameters. Searching through thousands of parameters can be a tedious and less straightforward process. While the documentation is available online and serves its purpose, I often encounter difficulties in finding the information."
 

Pricing and Cost Advice

"The cost of IBM Cognos it's more or less the same as most of the other solutions on the market. They're very competitive with the rest of the market and it is not the most expensive product."
"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."
"IBM Cognos offers competitive pricing similar to other BI vendors in the market."
"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."
"Cognos is super expensive compared to Tableau ($70/month) and Power BI ($20/month) — I think Cognos is roughly $200 a month."
"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 need to assess the purchase license accordingly so as to avoid audit penalties."
"I rate the product price as four or five on a scale from one to ten, where one is a low price, and ten is a high price."
"It is an open-source tool. My company hasn't explored Plotly's premium services yet, but I believe the prices could be on the premium side."
"I only use the free tier of the product."
report
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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%
Financial Services Firm
15%
Manufacturing Company
10%
Comms Service Provider
8%
Computer Software Company
8%
 

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 do you like most about Plotly?
It is a scalable solution. Scalability-wise, I rate the solution a nine to ten out of ten.
What is your experience regarding pricing and costs for Plotly?
It is an open-source tool. My company hasn't explored Plotly's premium services yet, but I believe the prices are on the premium side. I rate the product price as five or six on a scale of one to t...
What needs improvement with Plotly?
I believe that the price of the tool's paid services is on the premium side, so the pricing model can be considered for improvement.
 

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.
Google, Goji, VIT, Smpl Bio, U.S. Air Force, C12 Energy, New York University
Find out what your peers are saying about IBM Cognos vs. Plotly Dash Enterprise and other solutions. Updated: July 2025.
865,484 professionals have used our research since 2012.