IBM Cognos vs Plotly Dash Enterprise comparison

IBM and Plotly are both solutions in the Reporting category. IBM is ranked #3 with an average rating of 8.5, while Plotly is ranked #17 with an average rating of 8.0. IBM holds a 2.9% mindshare in RT, compared to Plotly’s 1.8% mindshare. Additionally, 92% of IBM users are willing to recommend the solution, compared to 100% of Plotly users who would recommend it.

IBM Cognos

Read 140 IBM Cognos reviews

6,332 Views
2,469 Comparison Views

92% willing to recommend

Plotly Dash Enterprise

Read 4 Plotly Dash Enterprise reviews

865 Views
787 Comparison Views

100% willing to recommend

IBM Cognos

Plotly Dash Enterprise

Comparison Buyer's Guide

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Executive SummaryUpdated on Feb 8, 2026

IBM Cognos and Plotly Dash Enterprise are products in the business intelligence and data visualization category. IBM Cognos has the upper hand in comprehensive analytics, while Plotly Dash Enterprise excels in interactive visualizations.

Features: IBM Cognos offers extensive data preparation and reporting, predictive analytics, and integration with numerous data sources. Plotly Dash Enterprise provides the ability to create interactive dashboards, leverage Python for customization, and focus on dynamic and real-time insights.

Ease of Deployment and Customer Service: IBM Cognos utilizes a traditional deployment model suitable for larger IT environments, whereas Plotly Dash Enterprise offers flexible cloud options, facilitating easier setup and scalability. IBM Cognos's customer service is tailored for larger enterprises, while Plotly Dash Enterprise provides agile support for smaller to mid-sized teams.

Pricing and ROI: IBM Cognos has higher initial setup costs with its broad features and integration leading to ROI through deep analytics. Plotly Dash Enterprise offers lower entry costs appealing to smaller teams, delivering ROI via agile data visualizations.

To learn more, read our detailed IBM Cognos vs. Plotly Dash Enterprise Report (Updated: March 2026).

Buyer's Guide

IBM Cognos vs. Plotly Dash Enterprise

March 2026

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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

3rd

Average Rating

8.2

Reviews Sentiment

6.3

Number of Reviews

140

Ranking in other categories

BI (Business Intelligence) Tools (8th)

Plotly Dash Enterprise

Ranking in Reporting

17th

Average Rating

7.8

Reviews Sentiment

4.0

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of March 2026, in the Reporting category, the mindshare of IBM Cognos is 2.9%, down from 4.6% compared to the previous year. The mindshare of Plotly Dash Enterprise is 1.8%, up from 1.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Reporting Mindshare Distribution
Product	Mindshare (%)
IBM Cognos	2.9%
Plotly Dash Enterprise	1.8%
Other	95.3%

Reporting

Featured Reviews

Rawen Lawrence

Senior Project Manager at BD

Data insights have transformed reporting speed and support faster, informed decisions

IBM Cognos makes it simple to create visually appealing products, and we are able to run about 1,000 reports on a daily basis while another 1,000 are run through the scheduler built into IBM Cognos Analytics. It offers triggering through the scheduler, which we use to confirm the completion of other processes needed to be available before the job is scheduled to run, allowing us to make data-driven decisions easily. Some of the best features that IBM Cognos offers are enterprise reporting, which enables us to create, customize, and run reports on sales trends, consumer sentiment, and many more; dashboard creation; and data exploration and analysis. We are able to use the drag and drop feature to create ad-hoc visualizations. Additionally, I find the AI-powered natural language query feature for data analysis and dashboard input to be very useful for a non-technical person to put queries around the spreadsheets data to get a quick answer. Building insights for accurate decision-making has been great. Moreover, we can package reports with data-backed insights for stakeholders in PDF and Excel format to support business ad-hoc cases, forecasting, and strategic recommendations on relevant tasks. Of all those features, the visual graphs, predictive analytics, and data cleansing feature makes the biggest difference for my team. IBM Cognos is deployed in my organization using a hybrid cloud setup with Amazon Web Services as our cloud provider.

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reviewer2785038

Senior Data Engineer at a transportation company with 501-1,000 employees

Python dashboards have transformed employment data into interactive insights for better decisions

The main improvement I can think of is that while creating charts, it gives you a certain format of how it could look. If you want to create something extra and go more vivid and creative with how the actual chart would look, it allows for that option but could be improved to be more artistic or aesthetically pleasing. This sort of format is missing, and I think it would be beneficial to the analytics team if it can be more interactive, with the capability of D3.js, and give us more control over how our actual dashboard would look to achieve a more aesthetic appearance. The strict format of how you can shape those charts and that extra nuance you need to keep in code to get the exact possible results are the reasons behind my rating. The rest of the features provided by Plotly are extremely good.

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Quotes from Members

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

Pros

"The product is a very good reporting tool and is very flexible."

"This product has made enhancements in building dashboards, incorporated changes to make it easier for the business users to import and use their metadata to do analysis."

"Customized reports are valuable because you can probably create any report you could imagine with it."

"I have not encountered any stability issues."

"The most valuable feature is developing reports from different data sources, making it a reliable data source."

"Go ahead, you will not regret."

"We use the account statement report. When you use an account in HSBC, you receive various types of accounts, such as the stock market, fixed accounts, credit cards, and business accounts. We can create one consolidated report called CCS support, which includes all these accounts. In that statement, we are consolidating all those accounts."

"The Report Studio that is aimed at professional report writers."

More IBM Cognos pros

"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."

"Plotly Dash Enterprise helps us achieve a much more interactive and vivid form of visualization for our organization, which helps us drive better results and analytics."

Cons

"In terms of what could be improved, I would say, monitoring, monitoring, monitoring. Some improvements in monitoring would be helpful. I'd like to see more monitoring of specific reports and fields. The way the auditing is now is very limited, so I'd like to see more of that - of the monitoring."

"Sometimes technical support can be hit and miss."

"The Cognos Suite needs improvement in a number of areas."

"Most of our company's customers want to be able to deploy IBM Cognos on a web application and use it as a desktop application, which is not possible currently."

"The main improvement required is to help users with the full vision about the product according to their need."

"IBM Cognos has been working on data discovery-related features, visualizations, and speed of interaction with the end-user, but they are not yet on par with other vendors who are leaders in data discovery."

"As with all products, I have run into bugs; some severe enough to derail the project until IBM provided a patch."

"In terms of what could be improved, I would say, monitoring, monitoring, monitoring. Some improvements in monitoring would be helpful."

More IBM Cognos cons

"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 main improvement I can think of is that while creating charts, it gives you a certain format of how it could look."

"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

"On a scale from one to ten where one is low pricing and ten is high pricing, I would rate this solution at eight."

"It is my understanding that the cost is very low. It's not very expensive."

"It is pretty expensive."

"It's more expensive than similar solutions like Tableau and Power BI."

"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."

"The solution is affordable."

"The pricing and licensing policies are comparatively cheaper than other products in the market ."

"The pricing of this product is meant for medium to large-scale enterprises."

More IBM Cognos pricing and cost advice

"I only use the free tier of the product."

"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."

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Comparison Review

it_user79932

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…

Read full review

Top Industries

By visitors reading reviews

Financial Services Firm

14%

Insurance Company

11%

Manufacturing Company

Computer Software Company

Financial Services Firm

11%

Computer Software Company

11%

Comms Service Provider

University

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	34
Midsize Enterprise	23
Large Enterprise	92

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...

See all answers

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.

See all answers

What needs improvement with IBM Cognos?

One area where IBM Cognos can be improved is that customer service sometimes is not very responsive, and I would love to see the user interface improved, especially to look somehow updated. In addi...

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What needs improvement with Plotly?

See all answers

What is your primary use case for Plotly?

We use Plotly Dash Enterprise mainly for creating dashboards using Python. With Plotly's support of Python, it helps us to develop interactive dashboards according to the customer use case and the ...

See all answers

What advice do you have for others considering Plotly?

It's a great tool to incorporate in your organization to develop dashboards that help your analytics team derive better decisions and generate more business profits. It gives you much more control ...

See all answers

Comparisons

Microsoft Power BI vs IBM Cognos

Compared 11% of the time

Tableau Enterprise vs IBM Cognos

Compared 8% of the time

SAP BusinessObjects Business Intelligence Platform vs IBM Cognos

Compared 6% of the time

Oracle Hyperion vs IBM Cognos

Compared 5% of the time

SQL Server vs IBM Cognos

Compared 4% of the time

More IBM Cognos Competitors

Microsoft Power BI vs Plotly Dash Enterprise

Compared 26% of the time

Tableau Enterprise vs Plotly Dash Enterprise

Compared 24% of the time

Power BI Embedded Analytics vs Plotly Dash Enterprise

Compared 13% of the time

Knowage vs Plotly Dash Enterprise

Compared 13% of the time

Looker Studio vs Plotly Dash Enterprise

Compared 10% of the time

More Plotly Dash Enterprise Competitors

Product Reports

Buyer's Guide

IBM Cognos

March 2026

Download IBM Cognos product report

Buyer's Guide

Plotly Dash Enterprise

March 2026

Download Plotly Dash Enterprise product report

Also Known As

Cognos, Cognos Analytics, IBM Cognos Analytics

No data available

Overview

IBM Cognos Business Intelligence provides a wide range of tools to help you analyze your organization's data. IBM Cognos BI allows businesses to monitor events and metrics, create and view business reports, and analyze data to help them make effective business decisions.

IBM Cognos applies techniques to describe, summarize, and compare data, and draw conclusions. This allows users to see trends and discover anomalies or variances that may not be evident by simply reading data. Data sources that contain information from different areas of a business can be stored in separate packages. Users can see only information that they have been granted access to, based on their group or role.

IBM Cognos BI consolidates the following business intelligence functions into a single web-based solution:

IBM Cognos Insight: Create personal and managed workspaces for data analysis. Using these interactive workspaces, you can share insight results with managers. Cognos Insight supports write-back, and you can also use these workspaces to capture and integrate management goals, commitments, and forecasts.
IBM Cognos Workspace: With IBM Cognos Workspace, you can create rich, interactive workspaces using IBM Cognos content as well as data from external sources. You can view and open your favorite workspaces and reports, edit content in your workspaces, and share your workspaces via email.
IBM Cognos Analytics: IBM Cognos Analytics utilizes built-in AI and intuitive searches which helps users to quickly create the visualizations and a wide range of reports. Cognos Analytics provides cognitive and managed self-service, enabling you to gain insights from controlled and trusted data.
IBM Cognos Report Studio and IBM Cognos Query Studio: Easily create structured and query reports. IBM Cognos allows users to create application and report templates. In addition, report authors can reuse report objects to apply filters, fields, and styles to reports. Users can set the language of the user interface and report content according to the user's native language.
IBM Cognos Event Studio: Receive notifications of events that occur within your organization in real time. Event Studio enables the creation of agents that detect the occurrence of business events, failures, or anomalies, based on the change of specific events or data conditions. Notification can be sent via email, publication in the portal, or by triggering reports.
IBM Cognos Connection: This is the Web portal for IBM Cognos BI and is the central area for accessing all the IBM Cognos functions. In the web portal, users can schedule and distribute reports, create tasks, administer the server and the access permissions, and more.

Reviews from Real Users

IBM Cognos stands out among its competitors for a number of reasons. Two major ones are its powerful analysis tool and its reporting capabilities.

Prasad B., a senior software engineer at a financial services firm, notes, “The product is a very good reporting tool and is very flexible. It allows for the users to get a scheduled report. We can receive automated reports as well. They are easy to schedule on a weekly or monthly basis. It is very fast. I mean in means of report output, it's very fast compared to the actual clients involved.”

IBM

Plotly Dash Enterprise is a commercial platform designed for creating and deploying data visualization applications. It provides advanced tools and infrastructure to simplify the process of building interactive dashboards and analytics applications.

Plotly Dash Enterprise enables professionals to harness the power of Dash framework for enterprise-level scalability and deployment. By integrating seamlessly with existing workflows, it supports easy collaboration while ensuring robust data security. Users appreciate its ability to streamline the development of sophisticated visualizations that can be customized to meet specific analytical needs.

What are the standout features?

Customization Options: Offers extensive customization for tailored data visualizations.
Seamless Deployment: Facilitates rapid deployment of dashboards to servers or cloud environments.
Performance Optimization: Provides tools to optimize performance for handling large datasets.
Collaboration Tools: Enhances team collaboration with integrated sharing features.

What ROI factors should be considered?

Increased Productivity: Reduces development time with reusable components and templates.
Scalability: Supports scaling applications as data needs grow.
Cost Efficiency: Minimizes infrastructure costs through efficient resource management.

Plotly Dash Enterprise is employed in finance for real-time analytics dashboards, in healthcare for patient data visualization, and in marketing for customer insights. Its adaptability and ease of integration make it suitable across diverse industry applications where visual data analysis is critical.

Plotly

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

Buyer's Guide

IBM Cognos vs. Plotly Dash Enterprise

March 2026

Free Report: IBM Cognos vs. Plotly Dash Enterprise

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